diff --git a/analysis/current/analysis-report-hybrid.json b/analysis/current/analysis-report-hybrid.json index 5ca05a32b799c4b3e3fb6d3d48bd6833071f605c..9d49d28d93d2288555e10d9b16fc5e21d2dffb29 100644 --- a/analysis/current/analysis-report-hybrid.json +++ b/analysis/current/analysis-report-hybrid.json @@ -1,8 +1,8 @@ { "schema_version": "1.0", "repo": "openclaw/openclaw", - "snapshot_id": "20260428T030019Z", - "generated_at": "2026-04-28T04:14:34Z", + "snapshot_id": "20260428T060020Z", + "generated_at": "2026-04-28T08:37:10Z", "evidence_quality": "full", "llm_enrichment": true, "meta_bugs": [ @@ -11925,8 +11925,8 @@ ] }, { - "cluster_id": "cluster-37401-12", - "summary": "Cluster of 1 issues and 11 PRs centered on issue #37401.", + "cluster_id": "cluster-37401-13", + "summary": "Cluster of 1 issues and 12 PRs centered on issue #37401.", "status": "open", "confidence": 0.6, "canonical_issue_number": 37401, @@ -11943,6 +11943,7 @@ 41792, 41983, 42319, + 45309, 53280, 53561, 54040 @@ -12029,6 +12030,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 37656, + "right_pr_number": 45309, + "code_similarity": 0.102, + "size_similarity": 0.493, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.024, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 37656, "right_pr_number": 53280, @@ -12128,6 +12140,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 39060, + "right_pr_number": 45309, + "code_similarity": 0.056, + "size_similarity": 0.271, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.016, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 39060, "right_pr_number": 53280, @@ -12216,6 +12239,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 40697, + "right_pr_number": 45309, + "code_similarity": 0.023, + "size_similarity": 0.107, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.011, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 40697, "right_pr_number": 53280, @@ -12293,6 +12327,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 40764, + "right_pr_number": 45309, + "code_similarity": 0.103, + "size_similarity": 0.503, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.018, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 40764, "right_pr_number": 53280, @@ -12359,6 +12404,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 40894, + "right_pr_number": 45309, + "code_similarity": 0.156, + "size_similarity": 0.741, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.049, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 40894, "right_pr_number": 53280, @@ -12414,6 +12470,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 41792, + "right_pr_number": 45309, + "code_similarity": 0.022, + "size_similarity": 0.104, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.006, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 41792, "right_pr_number": 53280, @@ -12458,6 +12525,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 41983, + "right_pr_number": 45309, + "code_similarity": 0.029, + "size_similarity": 0.132, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.018, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 41983, "right_pr_number": 53280, @@ -12491,6 +12569,17 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 42319, + "right_pr_number": 45309, + "code_similarity": 0.163, + "size_similarity": 0.789, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.034, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 42319, "right_pr_number": 53280, @@ -12550,6 +12639,39 @@ "shared_filenames": [], "shared_file_areas": [] }, + { + "left_pr_number": 45309, + "right_pr_number": 53280, + "code_similarity": 0.053, + "size_similarity": 0.227, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.051, + "shared_filenames": [], + "shared_file_areas": [] + }, + { + "left_pr_number": 45309, + "right_pr_number": 53561, + "code_similarity": 0.159, + "size_similarity": 0.774, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.028, + "shared_filenames": [], + "shared_file_areas": [] + }, + { + "left_pr_number": 45309, + "right_pr_number": 54040, + "code_similarity": 0.025, + "size_similarity": 0.111, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.017, + "shared_filenames": [], + "shared_file_areas": [] + }, { "left_pr_number": 53280, "right_pr_number": 53561, @@ -17546,112 +17668,6 @@ } ] }, - { - "cluster_id": "cluster-73117-4", - "summary": "Cluster of 1 issues and 3 PRs centered on issue #73117.", - "status": "open", - "confidence": 0.8, - "canonical_issue_number": 73117, - "canonical_pr_number": 73126, - "issue_numbers": [ - 73117 - ], - "pr_numbers": [ - 73125, - 73126, - 73163 - ], - "evidence_types": [ - "closing_reference", - "shared_issue_target", - "soft_similarity" - ], - "pr_comparisons": [ - { - "left_pr_number": 73125, - "right_pr_number": 73126, - "code_similarity": 0.135, - "size_similarity": 0.052, - "file_overlap": 0.125, - "area_overlap": 0.234, - "patch_similarity": 0.037, - "shared_filenames": [ - "src/agents/bash-tools.exec-host-node-phases.ts", - "src/agents/bash-tools.exec-runtime.ts" - ], - "shared_file_areas": [ - { - "filename": "src/agents/bash-tools.exec-host-node-phases.ts", - "left_ranges": [ - [ - 78, - 84 - ] - ], - "right_ranges": [ - [ - 18, - 24 - ], - [ - 79, - 85 - ] - ] - }, - { - "filename": "src/agents/bash-tools.exec-runtime.ts", - "left_ranges": [ - [ - 626, - 632 - ] - ], - "right_ranges": [ - [ - 38, - 44 - ], - [ - 427, - 434 - ], - [ - 618, - 623 - ], - [ - 628, - 636 - ] - ] - } - ] - }, - { - "left_pr_number": 73125, - "right_pr_number": 73163, - "code_similarity": 0.036, - "size_similarity": 0.178, - "file_overlap": 0.0, - "area_overlap": 0.0, - "patch_similarity": 0.0, - "shared_filenames": [], - "shared_file_areas": [] - }, - { - "left_pr_number": 73126, - "right_pr_number": 73163, - "code_similarity": 0.069, - "size_similarity": 0.29, - "file_overlap": 0.0, - "area_overlap": 0.0, - "patch_similarity": 0.074, - "shared_filenames": [], - "shared_file_areas": [] - } - ] - }, { "cluster_id": "cluster-66196-4", "summary": "Cluster of 4 related pull requests linked by soft_similarity.", @@ -18473,6 +18489,55 @@ } ] }, + { + "cluster_id": "cluster-72496-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #72496.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 72496, + "canonical_pr_number": 72792, + "issue_numbers": [ + 72496 + ], + "pr_numbers": [ + 72584, + 72792 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 72584, + "right_pr_number": 72792, + "code_similarity": 0.332, + "size_similarity": 0.55, + "file_overlap": 0.25, + "area_overlap": 0.291, + "patch_similarity": 0.3, + "shared_filenames": [ + "src/gateway/server-methods/talk.ts" + ], + "shared_file_areas": [ + { + "filename": "src/gateway/server-methods/talk.ts", + "left_ranges": [ + [ + 324, + 375 + ] + ], + "right_ranges": [ + [ + 351, + 409 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-41860-3", "summary": "Cluster of 1 issues and 2 PRs centered on issue #41860.", @@ -19097,67 +19162,18 @@ ] }, { - "cluster_id": "cluster-72496-3", - "summary": "Cluster of 1 issues and 2 PRs centered on issue #72496.", + "cluster_id": "cluster-39674-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #39674.", "status": "open", "confidence": 0.55, - "canonical_issue_number": 72496, - "canonical_pr_number": 72792, + "canonical_issue_number": 39674, + "canonical_pr_number": 39747, "issue_numbers": [ - 72496 + 39674 ], "pr_numbers": [ - 72584, - 72792 - ], - "evidence_types": [ - "closing_reference" - ], - "pr_comparisons": [ - { - "left_pr_number": 72584, - "right_pr_number": 72792, - "code_similarity": 0.456, - "size_similarity": 0.581, - "file_overlap": 0.25, - "area_overlap": 0.656, - "patch_similarity": 0.235, - "shared_filenames": [ - "src/gateway/server-methods/talk.ts" - ], - "shared_file_areas": [ - { - "filename": "src/gateway/server-methods/talk.ts", - "left_ranges": [ - [ - 324, - 375 - ] - ], - "right_ranges": [ - [ - 315, - 363 - ] - ] - } - ] - } - ] - }, - { - "cluster_id": "cluster-39674-3", - "summary": "Cluster of 1 issues and 2 PRs centered on issue #39674.", - "status": "open", - "confidence": 0.55, - "canonical_issue_number": 39674, - "canonical_pr_number": 39747, - "issue_numbers": [ - 39674 - ], - "pr_numbers": [ - 39747, - 41031 + 39747, + 41031 ], "evidence_types": [ "closing_reference" @@ -19575,6 +19591,73 @@ } ] }, + { + "cluster_id": "cluster-73185-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #73185.", + "status": "open", + "confidence": 0.8, + "canonical_issue_number": 73185, + "canonical_pr_number": 73258, + "issue_numbers": [ + 73185 + ], + "pr_numbers": [ + 73213, + 73258 + ], + "evidence_types": [ + "closing_reference", + "shared_issue_target", + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 73213, + "right_pr_number": 73258, + "code_similarity": 0.85, + "size_similarity": 0.86, + "file_overlap": 1.0, + "area_overlap": 0.855, + "patch_similarity": 0.529, + "shared_filenames": [ + "src/cli/capability-cli.test.ts", + "src/cli/capability-cli.ts" + ], + "shared_file_areas": [ + { + "filename": "src/cli/capability-cli.test.ts", + "left_ranges": [ + [ + 437, + 467 + ] + ], + "right_ranges": [ + [ + 437, + 465 + ] + ] + }, + { + "filename": "src/cli/capability-cli.ts", + "left_ranges": [ + [ + 1487, + 1510 + ] + ], + "right_ranges": [ + [ + 1487, + 1504 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-72849-3", "summary": "Cluster of 1 issues and 2 PRs centered on issue #72849.", @@ -19668,6 +19751,55 @@ } ] }, + { + "cluster_id": "cluster-73152-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #73152.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 73152, + "canonical_pr_number": 73249, + "issue_numbers": [ + 73152 + ], + "pr_numbers": [ + 73236, + 73249 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 73236, + "right_pr_number": 73249, + "code_similarity": 0.552, + "size_similarity": 0.748, + "file_overlap": 0.333, + "area_overlap": 0.71, + "patch_similarity": 0.359, + "shared_filenames": [ + "docs/gateway/remote.md" + ], + "shared_file_areas": [ + { + "filename": "docs/gateway/remote.md", + "left_ranges": [ + [ + 15, + 107 + ] + ], + "right_ranges": [ + [ + 15, + 80 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-66284-3", "summary": "Cluster of 1 issues and 2 PRs centered on issue #66284.", @@ -19768,6 +19900,107 @@ } ] }, + { + "cluster_id": "cluster-73211-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #73211.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 73211, + "canonical_pr_number": 73251, + "issue_numbers": [ + 73211 + ], + "pr_numbers": [ + 73251, + 73252 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 73251, + "right_pr_number": 73252, + "code_similarity": 0.246, + "size_similarity": 0.495, + "file_overlap": 0.286, + "area_overlap": 0.084, + "patch_similarity": 0.214, + "shared_filenames": [ + "extensions/mattermost/src/config-schema-core.ts", + "extensions/mattermost/src/mattermost/monitor.ts" + ], + "shared_file_areas": [ + { + "filename": "extensions/mattermost/src/config-schema-core.ts", + "left_ranges": [ + [ + 99, + 112 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"evidence_types": [ - "soft_similarity" - ], - "pr_comparisons": [ - { - "left_pr_number": 41956, - "right_pr_number": 41957, - "code_similarity": 0.141, - "size_similarity": 0.638, - "file_overlap": 0.0, - "area_overlap": 0.0, - "patch_similarity": 0.091, - "shared_filenames": [], - "shared_file_areas": [] - } - ] - }, - { - "cluster_id": "cluster-65996-2", - "summary": "Cluster of 2 related pull requests linked by soft_similarity.", - "status": "open", - "confidence": 0.5, - "canonical_issue_number": null, - "canonical_pr_number": 66049, - "issue_numbers": [], - "pr_numbers": [ - 65996, - 66049 - ], - "evidence_types": [ - "soft_similarity" - ], - "pr_comparisons": [ - { - "left_pr_number": 65996, - "right_pr_number": 66049, - "code_similarity": 0.641, - "size_similarity": 0.906, - "file_overlap": 0.75, - "area_overlap": 0.617, - "patch_similarity": 0.128, - "shared_filenames": [ - "src/agents/agent-scope.ts", - "src/config/types.agents.ts", - "src/config/zod-schema.agent-runtime.ts" - ], - "shared_file_areas": [ - { - "filename": "src/agents/agent-scope.ts", - "left_ranges": [ - [ - 58, - 64 - ], - [ - 168, - 174 - ] - ], - "right_ranges": [ - [ - 58, - 64 - ], - [ - 168, - 174 - ] - ] - }, - { - "filename": "src/config/types.agents.ts", - "left_ranges": [ - [ - 105, - 112 - ] - ], - "right_ranges": [ - [ - 105, - 120 - ] - ] - }, - { - "filename": "src/config/zod-schema.agent-runtime.ts", - "left_ranges": [ - [ - 837, - 843 - ] - ], - "right_ranges": [ - [ - 837, - 853 - ] - ] - } - ] - } - ] - }, - { - "cluster_id": "cluster-70597-2", - "summary": "Cluster of 2 related pull requests linked by soft_similarity.", - "status": "open", - "confidence": 0.5, - "canonical_issue_number": null, - "canonical_pr_number": 72756, - "issue_numbers": [], - "pr_numbers": [ - 70597, - 72756 - ], - "evidence_types": [ - "soft_similarity" - ], - "pr_comparisons": [ - { - "left_pr_number": 70597, - "right_pr_number": 72756, - "code_similarity": 0.809, - "size_similarity": 0.878, - "file_overlap": 0.533, - "area_overlap": 0.972, - "patch_similarity": 0.89, - "shared_filenames": [ - "CHANGELOG.md", - "CONTRIBUTING.md", - "docs/channels/yuanbao.md", - "docs/plugins/community.md", - "scripts/lib/official-external-channel-catalog.json", - "src/channels/plugins/contracts/channel-catalog.contract.test.ts", - "test/helpers/channels/channel-plugin-catalog-contract-suites.ts", - "test/official-channel-catalog.test.ts" - ], - "shared_file_areas": [ - { - "filename": "CHANGELOG.md", - "left_ranges": [ - [ - 16, - 22 - ] - ], - "right_ranges": [ - [ - 4, - 13 - ] - ] - }, - { - "filename": "CONTRIBUTING.md", - "left_ranges": [ - [ - 77, - 83 - ] - ], - "right_ranges": [ - [ - 77, - 83 - ] - ] - }, - { - "filename": "docs/channels/yuanbao.md", - "left_ranges": [ - [ - 1, - 416 - ] - ], - "right_ranges": [ - [ - 1, - 416 - ] - ] - }, - { - "filename": "docs/plugins/community.md", - "left_ranges": [ - [ - 130, - 149 - ] - ], - "right_ranges": [ - [ - 130, - 149 + 318, + 324 + ], + [ + 339, + 356 ] ] }, { - "filename": "scripts/lib/official-external-channel-catalog.json", + "filename": "src/gateway/server-methods/web.test.ts", "left_ranges": [ [ - 23, - 51 + 1, + 141 ] ], "right_ranges": [ [ - 23, - 51 + 1, + 182 ] ] }, { - "filename": "src/channels/plugins/contracts/channel-catalog.contract.test.ts", + "filename": "src/gateway/server-methods/web.ts", "left_ranges": [ [ - 42, - 50 + 82, + 108 ] ], "right_ranges": [ [ - 42, - 50 + 82, + 113 ] ] - }, + } + ] + } + ] + }, + { + "cluster_id": "cluster-53779-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 53782, + "issue_numbers": [], + "pr_numbers": [ + 53779, + 53782 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 53779, + "right_pr_number": 53782, + "code_similarity": 0.161, + "size_similarity": 0.723, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.109, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + }, + { + "cluster_id": "cluster-53631-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 53635, + "issue_numbers": [], + "pr_numbers": [ + 53631, + 53635 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 53631, + "right_pr_number": 53635, + "code_similarity": 0.356, + "size_similarity": 0.739, + "file_overlap": 0.182, + "area_overlap": 0.339, + "patch_similarity": 0.237, + "shared_filenames": [ + "extensions/telegram/src/send.ts", + "src/agents/subagent-announce.ts" + ], + "shared_file_areas": [ { - "filename": "test/helpers/channels/channel-plugin-catalog-contract-suites.ts", + "filename": "extensions/telegram/src/send.ts", "left_ranges": [ [ - 281, - 351 + 506, + 525 ] ], "right_ranges": [ [ - 281, - 351 + 506, + 526 ] ] }, { - "filename": "test/official-channel-catalog.test.ts", + "filename": "src/agents/subagent-announce.ts", "left_ranges": [ [ - 86, - 104 + 1268, + 1274 ], [ - 166, - 174 + 1485, + 1501 + ], + [ + 1506, + 1512 ] ], "right_ranges": [ [ - 86, - 104 - ], - [ - 166, - 174 + 133, + 139 ] ] } @@ -22464,6 +22227,122 @@ } ] }, + { + "cluster_id": "cluster-41956-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 41957, + "issue_numbers": [], + "pr_numbers": [ + 41956, + 41957 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 41956, + "right_pr_number": 41957, + "code_similarity": 0.141, + "size_similarity": 0.638, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.091, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + }, + { + "cluster_id": "cluster-65996-2", + "summary": "Cluster of 2 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 66049, + "issue_numbers": [], + "pr_numbers": [ + 65996, + 66049 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 65996, + "right_pr_number": 66049, + "code_similarity": 0.641, + "size_similarity": 0.906, + "file_overlap": 0.75, + "area_overlap": 0.617, + "patch_similarity": 0.128, + "shared_filenames": [ + "src/agents/agent-scope.ts", + "src/config/types.agents.ts", + "src/config/zod-schema.agent-runtime.ts" + ], + "shared_file_areas": [ + { + "filename": "src/agents/agent-scope.ts", + "left_ranges": [ + [ + 58, + 64 + ], + [ + 168, + 174 + ] + ], + "right_ranges": [ + [ + 58, + 64 + ], + [ + 168, + 174 + ] + ] + }, + { + "filename": "src/config/types.agents.ts", + "left_ranges": [ + [ + 105, + 112 + ] + ], + "right_ranges": [ + [ + 105, + 120 + ] + ] + }, + { + "filename": "src/config/zod-schema.agent-runtime.ts", + "left_ranges": [ + [ + 837, + 843 + ] + ], + "right_ranges": [ + [ + 837, + 853 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-72361-2", "summary": "Cluster of 2 related pull requests linked by soft_similarity.", @@ -22624,7 +22503,7 @@ "reason": "PRs in cluster-18915-2 are treated as duplicates because they share soft_similarity evidence." }, { - "cluster_id": "cluster-37401-12", + "cluster_id": "cluster-37401-13", "canonical_pr_number": 37656, "duplicate_pr_numbers": [ 39060, @@ -22634,12 +22513,13 @@ 41792, 41983, 42319, + 45309, 53280, 53561, 54040 ], "target_issue_number": 37401, - "reason": "PRs in cluster-37401-12 are treated as duplicates because they converge on issue #37401 with closing_reference, soft_similarity evidence." + "reason": "PRs in cluster-37401-13 are treated as duplicates because they converge on issue #37401 with closing_reference, soft_similarity evidence." }, { "cluster_id": "cluster-39551-4", @@ -23119,15 +22999,6 @@ "target_issue_number": null, "reason": "PRs in cluster-70495-5 are treated as duplicates because they share soft_similarity evidence." }, - { - "cluster_id": "cluster-70597-2", - "canonical_pr_number": 72756, - "duplicate_pr_numbers": [ - 70597 - ], - "target_issue_number": null, - "reason": "PRs in cluster-70597-2 are treated as duplicates because they share soft_similarity evidence." - }, { "cluster_id": "cluster-70906-2", "canonical_pr_number": 70907, @@ -23137,15 +23008,6 @@ "target_issue_number": null, "reason": "PRs in cluster-70906-2 are treated as duplicates because they share soft_similarity evidence." }, - { - "cluster_id": "cluster-71336-2", - "canonical_pr_number": 71336, - "duplicate_pr_numbers": [ - 73154 - ], - "target_issue_number": null, - "reason": "PRs in cluster-71336-2 are treated as duplicates because they share soft_similarity evidence." - }, { "cluster_id": "cluster-71876-3", "canonical_pr_number": 72131, @@ -23269,16 +23131,6 @@ "target_issue_number": 72849, "reason": "PRs in cluster-72849-3 are treated as duplicates because they converge on issue #72849 with closing_reference evidence." }, - { - "cluster_id": "cluster-73117-4", - "canonical_pr_number": 73126, - "duplicate_pr_numbers": [ - 73125, - 73163 - ], - "target_issue_number": 73117, - "reason": "PRs in cluster-73117-4 are treated as duplicates because they converge on issue #73117 with closing_reference, shared_issue_target, soft_similarity evidence." - }, { "cluster_id": "cluster-73151-3", "canonical_pr_number": 73179, @@ -23287,6 +23139,33 @@ ], "target_issue_number": 73151, "reason": "PRs in cluster-73151-3 are treated as duplicates because they converge on issue #73151 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-73152-3", + "canonical_pr_number": 73249, + "duplicate_pr_numbers": [ + 73236 + ], + "target_issue_number": 73152, + "reason": "PRs in cluster-73152-3 are treated as duplicates because they converge on issue #73152 with closing_reference evidence." + }, + { + "cluster_id": "cluster-73185-3", + "canonical_pr_number": 73258, + "duplicate_pr_numbers": [ + 73213 + ], + "target_issue_number": 73185, + "reason": "PRs in cluster-73185-3 are treated as duplicates because they converge on issue #73185 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-73211-3", + "canonical_pr_number": 73251, + "duplicate_pr_numbers": [ + 73252 + ], + "target_issue_number": 73211, + "reason": "PRs in cluster-73211-3 are treated as duplicates because they converge on issue #73211 with closing_reference evidence." } ], "best_issue": { diff --git a/analysis/current/analysis-report-hybrid.llm-reviews.json b/analysis/current/analysis-report-hybrid.llm-reviews.json index 543adb2d7a748ada1d0e30e30350c8c32457d8e9..31b7d6f4525a0fd49fbf3a662ec301a46eb7194d 100644 --- a/analysis/current/analysis-report-hybrid.llm-reviews.json +++ b/analysis/current/analysis-report-hybrid.llm-reviews.json @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:0c7d946ad59a9d275bc7ef5793cc36531d22418f5bde09a04b65a9cc70c22d1e -size 5499941 +oid sha256:bcd37b346049ae1454a1a0161258b23a359c5093f4a874d966094697be5129f2 +size 5472189 diff --git a/analysis/current/manifest.json b/analysis/current/manifest.json index d89cf04d641d100422a817278b75e8a5507396e8..cdbcd9f0b287d15d6db9c16e2e6116e4ed5e7529 100644 --- a/analysis/current/manifest.json +++ b/analysis/current/manifest.json @@ -1,8 +1,8 @@ { - "analysis_id": "hybrid-model-20260428t030019z", + "analysis_id": "hybrid-model-20260428t060020z", "archived_artifacts": { - "hybrid": "snapshots/20260428T030019Z/analysis-runs/hybrid-model-20260428t030019z/analysis-report-hybrid.json", - "hybrid_reviews": "snapshots/20260428T030019Z/analysis-runs/hybrid-model-20260428t030019z/analysis-report-hybrid.llm-reviews.json" + "hybrid": "snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.json", + "hybrid_reviews": "snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.llm-reviews.json" }, "artifacts": { "hybrid": "analysis/current/analysis-report-hybrid.json", @@ -10,9 +10,9 @@ }, "channel": "canonical", "model": null, - "published_at": "2026-04-28T04:14:38Z", + "published_at": "2026-04-28T08:37:14Z", "repo": "openclaw/openclaw", "schema_version": 1, - "snapshot_id": "20260428T030019Z", + "snapshot_id": "20260428T060020Z", "variant": "hybrid" } diff --git a/snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.json b/snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.json new file mode 100644 index 0000000000000000000000000000000000000000..9d49d28d93d2288555e10d9b16fc5e21d2dffb29 --- /dev/null +++ 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"patch_similarity": 0.038, + "shared_filenames": [ + "extensions/brave/src/brave-web-search-provider.ts", + "extensions/brave/web-search-contract-api.ts" + ], + "shared_file_areas": [ + { + "filename": "extensions/brave/src/brave-web-search-provider.ts", + "left_ranges": [ + [ + 137, + 143 + ] + ], + "right_ranges": [ + [ + 137, + 143 + ] + ] + }, + { + "filename": "extensions/brave/web-search-contract-api.ts", + "left_ranges": [ + [ + 15, + 21 + ] + ], + "right_ranges": [ + [ + 15, + 21 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-65760-4", + "summary": "Cluster of 1 issues and 3 PRs centered on issue #65760.", + "status": "open", + "confidence": 0.8, + "canonical_issue_number": 65760, + "canonical_pr_number": 65778, + "issue_numbers": [ + 65760 + ], + "pr_numbers": [ + 65778, + 65805, + 66029 + ], + "evidence_types": [ + "closing_reference", + "shared_issue_target", + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 65778, + "right_pr_number": 65805, 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"cluster_id": "cluster-66196-4", + "summary": "Cluster of 4 related pull requests linked by soft_similarity.", + "status": "open", + "confidence": 0.5, + "canonical_issue_number": null, + "canonical_pr_number": 66200, + "issue_numbers": [], + "pr_numbers": [ + 66196, + 66198, + 66199, + 66200 + ], + "evidence_types": [ + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 66196, + "right_pr_number": 66198, + "code_similarity": 0.25, + "size_similarity": 0.719, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.708, + "shared_filenames": [], + "shared_file_areas": [] + }, + { + "left_pr_number": 66196, + "right_pr_number": 66199, + "code_similarity": 0.233, + "size_similarity": 0.656, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.68, + "shared_filenames": [], + "shared_file_areas": [] + }, + { + "left_pr_number": 66196, + "right_pr_number": 66200, + "code_similarity": 0.214, + "size_similarity": 0.5, + "file_overlap": 0.0, + 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"status": "open", + "confidence": 0.55, + "canonical_issue_number": 66701, + "canonical_pr_number": 66755, + "issue_numbers": [ + 66701 + ], + "pr_numbers": [ + 66755, + 69394 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 66755, + "right_pr_number": 69394, + "code_similarity": 0.045, + "size_similarity": 0.171, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.071, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + }, + { + "cluster_id": "cluster-65083-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #65083.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 65083, + "canonical_pr_number": 65262, + "issue_numbers": [ + 65083 + ], + "pr_numbers": [ + 65111, + 65262 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 65111, + "right_pr_number": 65262, + "code_similarity": 0.134, + "size_similarity": 0.157, + "file_overlap": 0.25, + "area_overlap": 0.03, + "patch_similarity": 0.116, + "shared_filenames": [ + "src/cli/run-main.ts" + ], + "shared_file_areas": [ + { + "filename": "src/cli/run-main.ts", + "left_ranges": [ + [ + 118, + 134 + ] + ], + "right_ranges": [ + [ + 70, + 77 + ], + [ + 133, + 146 + ], + [ + 198, + 204 + ], + [ + 272, + 282 + ], + [ + 288, + 299 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-53172-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #53172.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 53172, + "canonical_pr_number": 53487, + "issue_numbers": [ + 53172 + ], + "pr_numbers": [ + 53279, + 53487 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 53279, + "right_pr_number": 53487, + "code_similarity": 0.067, + "size_similarity": 0.259, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.099, + "shared_filenames": [], + "shared_file_areas": [] + 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evidence." + }, + { + "cluster_id": "cluster-43790-2", + "canonical_pr_number": 43791, + "duplicate_pr_numbers": [ + 43790 + ], + "target_issue_number": null, + "reason": "PRs in cluster-43790-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-50998-2", + "canonical_pr_number": 50998, + "duplicate_pr_numbers": [ + 51011 + ], + "target_issue_number": null, + "reason": "PRs in cluster-50998-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-53172-3", + "canonical_pr_number": 53487, + "duplicate_pr_numbers": [ + 53279 + ], + "target_issue_number": 53172, + "reason": "PRs in cluster-53172-3 are treated as duplicates because they converge on issue #53172 with closing_reference 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 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-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-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 evidence." + }, + { + "cluster_id": "cluster-53592-3", + "canonical_pr_number": 53730, + "duplicate_pr_numbers": [ + 53598 + ], + "target_issue_number": 53592, + "reason": "PRs in cluster-53592-3 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-53779-2", + "canonical_pr_number": 53782, + "duplicate_pr_numbers": [ + 53779 + ], + "target_issue_number": null, + "reason": "PRs in cluster-53779-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-56915-3", + "canonical_pr_number": 69663, + "duplicate_pr_numbers": [ + 72534 + ], + "target_issue_number": 56915, + "reason": "PRs in cluster-56915-3 are treated as duplicates because they converge on issue #56915 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-58048-4", + "canonical_pr_number": 58242, + "duplicate_pr_numbers": [ + 71843 + ], + "target_issue_number": 69005, + "reason": "PRs in cluster-58048-4 are treated as duplicates because they converge on issue #69005 with closing_reference, duplicate_reference evidence." + }, + { + "cluster_id": "cluster-59223-43", + "canonical_pr_number": 72398, + "duplicate_pr_numbers": [ + 59223, + 62543, + 63375, + 63530, + 64310, + 65205, + 65301, + 66294, + 66385, + 67156, + 67451, + 67623, + 67842, + 68060, + 68242, + 68325, + 68339, + 68560, + 68565, + 68566, + 69168, + 69463, + 69491, + 69562, + 70229, + 70638, + 70707, + 71112, + 71327, + 71553, + 71566, + 71590, + 71678, + 71791, + 71801, + 72449, + 72454, + 72628, + 72690, + 72710, + 72749, + 72761 + ], + "target_issue_number": null, + "reason": "PRs in cluster-59223-43 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-63409-3", + "canonical_pr_number": 63460, + "duplicate_pr_numbers": [ + 63412 + ], + "target_issue_number": 63409, + "reason": "PRs in cluster-63409-3 are treated as duplicates because they converge on issue #63409 with closing_reference evidence." + }, + { + "cluster_id": "cluster-64749-2", + "canonical_pr_number": 64773, + "duplicate_pr_numbers": [ + 64749 + ], + "target_issue_number": null, + "reason": "PRs in cluster-64749-2 are treated as duplicates because they share soft_similarity 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-65083-3", + "canonical_pr_number": 65262, + "duplicate_pr_numbers": [ + 65111 + ], + "target_issue_number": 65083, + "reason": "PRs in cluster-65083-3 are treated as duplicates because they converge on issue #65083 with closing_reference evidence." + }, + { + "cluster_id": "cluster-65624-3", + "canonical_pr_number": 65655, + "duplicate_pr_numbers": [ + 65648 + ], + "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-65730-2", + "canonical_pr_number": 65730, + "duplicate_pr_numbers": [ + 65777 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65730-2 are treated as duplicates because they share 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 evidence." + }, + { + "cluster_id": "cluster-65860-4", + "canonical_pr_number": 65939, + "duplicate_pr_numbers": [ + 72159, + 72651 + ], + "target_issue_number": 65860, + "reason": "PRs in cluster-65860-4 are treated as duplicates because they converge on issue #65860 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65870-4", + "canonical_pr_number": 65892, + "duplicate_pr_numbers": [ + 72161, + 72652 + ], + "target_issue_number": 65870, + "reason": "PRs in cluster-65870-4 are treated as duplicates because they converge on issue #65870 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-65996-2", + "canonical_pr_number": 66049, + "duplicate_pr_numbers": [ + 65996 + ], + "target_issue_number": null, + "reason": "PRs in cluster-65996-2 are treated as duplicates because they share 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": 66442, + "duplicate_pr_numbers": [ + 66329 + ], + "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-66196-4", + "canonical_pr_number": 66200, + "duplicate_pr_numbers": [ + 66196, + 66198, + 66199 + ], + "target_issue_number": null, + "reason": "PRs in cluster-66196-4 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-66520-3", + "canonical_pr_number": 66716, + "duplicate_pr_numbers": [ + 66764 + ], + "target_issue_number": 66520, + "reason": "PRs in cluster-66520-3 are treated as duplicates because they converge on issue #66520 with closing_reference, shared_issue_target, 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 evidence." + }, + { + "cluster_id": "cluster-66701-3", + "canonical_pr_number": 66755, + "duplicate_pr_numbers": [ + 69394 + ], + "target_issue_number": 66701, + "reason": "PRs in cluster-66701-3 are treated as duplicates because they converge on issue #66701 with closing_reference evidence." + }, + { + "cluster_id": "cluster-67331-3", + "canonical_pr_number": 67332, + "duplicate_pr_numbers": [ + 67331, + 67333 + ], + "target_issue_number": null, + "reason": "PRs in cluster-67331-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-67818-2", + "canonical_pr_number": 67820, + "duplicate_pr_numbers": [ + 67818 + ], + "target_issue_number": null, + "reason": "PRs in cluster-67818-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-70110-3", + "canonical_pr_number": 72348, + "duplicate_pr_numbers": [ + 72679 + ], + "target_issue_number": 70110, + "reason": "PRs in cluster-70110-3 are treated as duplicates because they converge on issue #70110 with closing_reference evidence." + }, + { + "cluster_id": "cluster-70495-5", + "canonical_pr_number": 70496, + "duplicate_pr_numbers": [ + 70495, + 70497, + 70498, + 70500 + ], + "target_issue_number": null, + "reason": "PRs in cluster-70495-5 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-70906-2", + "canonical_pr_number": 70907, + "duplicate_pr_numbers": [ + 70906 + ], + "target_issue_number": null, + "reason": "PRs in cluster-70906-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-71876-3", + "canonical_pr_number": 72131, + "duplicate_pr_numbers": [ + 71884 + ], + "target_issue_number": 71876, + "reason": "PRs in cluster-71876-3 are treated as duplicates because they converge on issue #71876 with closing_reference evidence." + }, + { + "cluster_id": "cluster-72085-2", + "canonical_pr_number": 72387, + "duplicate_pr_numbers": [ + 72085 + ], + "target_issue_number": null, + "reason": "PRs in cluster-72085-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-72123-3", + "canonical_pr_number": 72301, + "duplicate_pr_numbers": [ + 72149 + ], + "target_issue_number": 72123, + "reason": "PRs in cluster-72123-3 are treated as duplicates because they converge on issue #72123 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-72208-3", + "canonical_pr_number": 72306, + "duplicate_pr_numbers": [ + 72781 + ], + "target_issue_number": 72208, + "reason": "PRs in cluster-72208-3 are treated as duplicates because they converge on issue #72208 with closing_reference evidence." + }, + { + "cluster_id": "cluster-72333-3", + "canonical_pr_number": 72333, + "duplicate_pr_numbers": [ + 72383, + 72384 + ], + "target_issue_number": null, + "reason": "PRs in cluster-72333-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-72357-3", + "canonical_pr_number": 72367, + "duplicate_pr_numbers": [ + 72530 + ], + "target_issue_number": 72357, + "reason": "PRs in cluster-72357-3 are treated as duplicates because they converge on issue #72357 with closing_reference evidence." + }, + { + "cluster_id": "cluster-72361-2", + "canonical_pr_number": 72419, + "duplicate_pr_numbers": [ + 72361 + ], + "target_issue_number": null, + "reason": "PRs in cluster-72361-2 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-72362-3", + "canonical_pr_number": 72531, + "duplicate_pr_numbers": [ + 72635 + ], + "target_issue_number": 72362, + "reason": "PRs in cluster-72362-3 are treated as duplicates because they converge on issue #72362 with closing_reference evidence." + }, + { + "cluster_id": "cluster-72496-3", + "canonical_pr_number": 72792, + "duplicate_pr_numbers": [ + 72584 + ], + "target_issue_number": 72496, + "reason": "PRs in cluster-72496-3 are treated as duplicates because they converge on issue #72496 with closing_reference evidence." + }, + { + "cluster_id": "cluster-72520-6", + "canonical_pr_number": 72533, + "duplicate_pr_numbers": [ + 72520, + 72596, + 72597, + 72598, + 72631 + ], + "target_issue_number": 67419, + "reason": "PRs in cluster-72520-6 are treated as duplicates because they converge on issue #67419 with shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-72572-3", + "canonical_pr_number": 72650, + "duplicate_pr_numbers": [ + 72713 + ], + "target_issue_number": 72572, + "reason": "PRs in cluster-72572-3 are treated as duplicates because they converge on issue #72572 with closing_reference, shared_issue_target evidence." + }, + { + "cluster_id": "cluster-72799-3", + "canonical_pr_number": 72799, + "duplicate_pr_numbers": [ + 72800, + 72803 + ], + "target_issue_number": null, + "reason": "PRs in cluster-72799-3 are treated as duplicates because they share soft_similarity evidence." + }, + { + "cluster_id": "cluster-72849-3", + "canonical_pr_number": 72855, + "duplicate_pr_numbers": [ + 72853 + ], + "target_issue_number": 72849, + "reason": "PRs in cluster-72849-3 are treated as duplicates because they converge on issue #72849 with closing_reference evidence." + }, + { + "cluster_id": "cluster-73151-3", + "canonical_pr_number": 73179, + "duplicate_pr_numbers": [ + 73157 + ], + "target_issue_number": 73151, + "reason": "PRs in cluster-73151-3 are treated as duplicates because they converge on issue #73151 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-73152-3", + "canonical_pr_number": 73249, + "duplicate_pr_numbers": [ + 73236 + ], + "target_issue_number": 73152, + "reason": "PRs in cluster-73152-3 are treated as duplicates because they converge on issue #73152 with closing_reference evidence." + }, + { + "cluster_id": "cluster-73185-3", + "canonical_pr_number": 73258, + "duplicate_pr_numbers": [ + 73213 + ], + "target_issue_number": 73185, + "reason": "PRs in cluster-73185-3 are treated as duplicates because they converge on issue #73185 with closing_reference, shared_issue_target, soft_similarity evidence." + }, + { + "cluster_id": "cluster-73211-3", + "canonical_pr_number": 73251, + "duplicate_pr_numbers": [ + 73252 + ], + "target_issue_number": 73211, + "reason": "PRs in cluster-73211-3 are treated as duplicates because they converge on issue #73211 with closing_reference evidence." + } + ], + "best_issue": { + "cluster_id": "cluster-41545-5", + "issue_number": 41545, + "reason": "Issue #41545 is the strongest global issue candidate because it is open, belongs to a cluster with 5 artifacts, and carries 5 discussion comments plus 14 inbound references.", + "score": 174.0 + }, + "best_pr": { + "cluster_id": "cluster-59223-43", + "pr_number": 72398, + "reason": "PR #72398 is the strongest global PR candidate because it is open, belongs to a cluster with 43 artifacts, links to 2 issues, and carries 4 review/discussion events.", + "score": 567.384 + } +} diff --git a/snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.llm-reviews.json b/snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.llm-reviews.json new file mode 100644 index 0000000000000000000000000000000000000000..1bf0365e534534e0a7ce202df42d74968eb3cf4f --- /dev/null +++ b/snapshots/20260428T060020Z/analysis-runs/hybrid-model-20260428t060020z/analysis-report-hybrid.llm-reviews.json @@ -0,0 +1,176502 @@ +{ + "schema_version": "1.0", + "repo": "openclaw/openclaw", + "snapshot_id": "20260428T060020Z", + "generated_at": "2026-04-28T08:37:10Z", + "model": "gpt-5.4-mini?service_tier=flex", + "reviews": [ + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:40929", + "issue:40931", + "issue:46245", + "issue:46246", + "issue:48012", + "issue:49684", + "issue:49687", + "issue:49858", + "issue:50413", + "issue:50414", + "issue:59039", + "issue:59041", + "issue:60651", + "issue:60653", + "issue:60866", + "issue:60867", + "issue:61015", + "issue:61171", + "issue:62748", + "issue:62749", + "issue:63367", + "issue:63368", + "issue:63369", + "issue:63723", + "issue:63724", + "issue:63853", + "issue:63855", + "issue:64461", + "issue:64462", + "issue:66319", + "issue:66323", + "issue:66324", + "issue:66325", + "issue:67233", + "issue:67244", + "issue:67937", + "issue:67938", + "issue:67994", + "issue:68001", + "issue:68083", + "issue:68085", + "issue:68712", + "issue:68713", + "issue:72550", + "issue:72551", + "issue:72685", + "issue:72686" + ], + "soft_pairs": [ + "issue:40929|issue:40931", + "issue:48012|issue:49858", + "issue:50413|issue:50414", + "issue:60651|issue:60653", + "issue:62748|issue:62749", + "issue:63367|issue:63368", + "issue:63367|issue:63369", + "issue:63368|issue:63369", + "issue:66323|issue:66324", + "issue:67233|issue:67244", + "issue:68083|issue:68085", + "issue:68712|issue:68713", + "issue:72685|issue:72686", + "issue:72550|issue:72551", + "issue:67937|issue:67938", + "issue:64461|issue:64462", + "issue:60866|issue:60867", + "issue:63723|issue:63724", + "issue:49684|issue:49687", + "issue:66319|issue:66323", + "issue:66319|issue:66324", + "issue:63853|issue:63855", + "issue:61015|issue:61171", + "issue:59039|issue:59041", + "issue:66323|issue:66325", + "issue:66324|issue:66325", + "issue:67994|issue:68001", + "issue:46245|issue:46246", + "issue:66319|issue:66325" + ], + "prepared_review_unit_hash": "5f659208fb65c007a3ecf5c78cceccc960a6d5fb50723c6b32237d736296bdb6", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 29, + "serialized_chars": 36051, + "estimated_input_tokens": 9013, + "estimated_eval_tokens": 18282 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Cluster is mostly composed of near-exact duplicate issue pairs for the same bug reports. A few pairs are not true duplicates, notably the Chinese promotional/spam issues and the malformed-skill pair with different affected skills. No PRs are present.", + "confidence": 0.91, + "canonical_issue_reason": "issue:62749 is the clearest representative: detailed repro, concrete crash symptom, and the strongest discussion/inbound activity among the duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62749 is a strong global representative because it describes a concrete failure mode clearly and has the most evidence of being the primary report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40929", + "right": "issue:40931", + "accept": true, + "reason": "Same title and same gateway/plugin-installation unresponsiveness bug." + }, + { + "left": "issue:48012", + "right": "issue:49858", + "accept": true, + "reason": "Identical feature request title; same underlying plugin enhancement." + }, + { + "left": "issue:50413", + "right": "issue:50414", + "accept": true, + "reason": "Same cron restart/job-loss bug with identical title and description." + }, + { + "left": "issue:60651", + "right": "issue:60653", + "accept": true, + "reason": "Same CLI 1006 failure report; 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A few pairs are only broad topical overlaps and should remain separate.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue covers the whole set; the items split into multiple distinct duplicate families (e.g. UI 404, WhatsApp self-echo, Telegram missing file, model-picker formatting, auth sentinel bugs), so per-family canonicals are the right triage.", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue is globally best for the cluster for the same reason: the set is a mix of separate bugs/features, not one underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62546", + "right": "issue:67786", + "accept": false, + "reason": "Both are 401s, but they hit different code paths: Windows Canvas/UI auth vs Google Chat webhook JWT auth." + }, + { + "left": "issue:61917", + "right": "issue:62876", + "accept": true, + "reason": "Same exact crash signature: 'Agent listener invoked outside active run' unhandled promise rejection." + }, + { + "left": "issue:54010", + "right": "issue:56418", + "accept": true, + "reason": "Both describe WhatsApp self-chat / personal-number outbound messages echoing back as inbound." + }, + { + "left": "issue:34189", + "right": "issue:38587", + "accept": true, + "reason": "Same Control UI/Dashboard 404 Not Found on Windows, just in different languages/titles." + }, + { + "left": "issue:62868", + "right": "issue:62915", + "accept": true, + "reason": "Same Telegram packaging bug: bundled setup entry references missing channel.setup.js." + }, + { + "left": "issue:71751", + "right": "issue:72339", + "accept": true, + "reason": "Same CIAO PROBING CANCELLED crash after the 2026.4.24 update." + }, + { + "left": "issue:49191", + "right": "issue:52476", + "accept": true, + "reason": "Same google-vertex sentinel bug: '' is being passed as a literal API key and causing auth failure." + }, + { + "left": "issue:56235", + "right": "issue:56854", + "accept": true, + "reason": "Same Discord health-monitor stale-socket restart crash / uncaught exception." + }, + { + "left": "issue:50231", + "right": "issue:56089", + "accept": true, + "reason": "Same WhatsApp Web outbound failure with 'No active WhatsApp Web listener' despite connected status." + }, + { + "left": "issue:51022", + "right": "issue:51031", + "accept": false, + "reason": "Both are tool-call hangs in long sessions, but one is generic heavy usage and the other is specifically compaction-mode related; the shared root cause is not clear enough." + }, + { + "left": "issue:48064", + "right": "issue:8263", + "accept": false, + "reason": "Related feature area, but 48064 adds avatar support and targets Control UI/WebChat generally, while 8263 is only display-name customization." + }, + { + "left": "issue:65990", + "right": "issue:66335", + "accept": true, + "reason": "Same Chrome/CDP startup failure: websocket not reachable after launch even though manual CDP works." + }, + { + "left": "issue:63681", + "right": "issue:66163", + "accept": true, + "reason": "Same 'Unknown memory embedding provider: ollama' failure in CLI memory commands/indexing." + }, + { + "left": "issue:63197", + "right": "issue:64510", + "accept": true, + "reason": "Same memory-wiki bridge problem: zero artifacts imported despite public MEMORY.md / memory/*.md artifacts existing." + }, + { + "left": "issue:49867", + "right": "issue:52040", + "accept": true, + "reason": "Same model selector bug: the UI sends a bare model ID instead of provider/model." + }, + { + "left": "issue:53761", + "right": "issue:55601", + "accept": true, + "reason": "Same Google image-generation provider registration failure." + }, + { + "left": "issue:49039", + "right": "issue:52476", + "accept": true, + "reason": "Same root cause around the authenticated sentinel being treated as a literal API key, leading to auth failure." + }, + { + "left": "issue:45037", + "right": "issue:45124", + "accept": true, + "reason": "Same ANTHROPIC_MODEL_ALIASES initialization error breaking startup/config loading." + }, + { + "left": "issue:62362", + "right": "issue:62800", + "accept": true, + "reason": "Same 'Agent listener invoked outside active run' crash report." + }, + { + "left": "issue:45835", + "right": "issue:49180", + "accept": true, + "reason": "Same false missing-scope/operator.read gateway probe status on v2026.3.13." + }, + { + "left": "issue:70311", + "right": "issue:70553", + "accept": true, + "reason": "Same Discord slash-command crash on partial channels in thread channels." + }, + { + "left": "issue:60644", + "right": "issue:68102", + "accept": false, + "reason": "Both involve attachments, but 60644 is a broad image/file attachment failure while 68102 is a narrower post-upload image-loss path; not clearly the same bug." + }, + { + "left": "issue:71121", + "right": "issue:71314", + "accept": true, + "reason": "Same DeepSeek V4 multi-turn reasoning_content echo-back bug." + }, + { + "left": "issue:62253", + "right": "issue:62800", + "accept": true, + "reason": "Same Agent listener / active run unhandled promise rejection crash." + }, + { + "left": "issue:65468", + "right": "issue:70085", + "accept": true, + "reason": "Same MEDIA directive duplicate voice/audio delivery bug, with 70085 broadening it to all channels." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well-grounded in the packet: it correctly characterizes the cluster as heterogeneous and avoids claiming a single global canonical. The accepted soft pairs are mostly tight title-level duplicates, and the rejected pairs are appropriately conservative where the evidence only shows topical overlap. 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Strong matches exist for image-model prefixing, Codex OAuth failures, LINE warning false positives, webchat message display, cron model override, Windows ESM URL handling, and a few gateway/channel restart/init cases.", + "confidence": 0.91, + "canonical_issue_reason": "No canonical issue: the cluster splits into multiple distinct bug families, so no single issue cleanly represents the whole set.", + "canonical_pr_reason": null, + "best_issue_reason": "No best issue: any one item would overfit a small subgroup and misrepresent the mixed cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47445", + "right": "issue:59215", + "accept": false, + "reason": "Both involve gateway/exec problems, but one is Windows restart execution and the other is loopback authentication; different failure modes." + }, + { + "left": "issue:60089", + "right": "issue:67989", + "accept": false, + "reason": "Both are provider routing bugs, but they affect different providers and likely different routing paths." + }, + { + "left": "issue:42903", + "right": "issue:49440", + "accept": false, + "reason": "Webchat image delivery and fallback-model api_error handling are unrelated bugs." + }, + { + "left": "issue:58508", + "right": "issue:62426", + "accept": true, + "reason": "Both describe Telegram file downloads blocked by SSRF/private-IP classification; same underlying policy bug." + }, + { + "left": "issue:62746", + "right": "issue:62945", + "accept": true, + "reason": "Both are gateway crashes from unhandled promise rejections; the second looks like a broader report of the same crash class." + }, + { + "left": "issue:44848", + "right": "issue:54949", + "accept": true, + "reason": "Same Feishu duplicate-registration symptom, just reported on different versions." + }, + { + "left": "issue:45560", + "right": "issue:49510", + "accept": true, + "reason": "Both point to gateway closed (1000) during local gateway CLI interaction; same crash/handshake path." + }, + { + "left": "issue:38244", + "right": "issue:69594", + "accept": false, + "reason": "Both mention cron delivery status, but one is not-delivered and the other falsely reports delivered; opposite symptoms." + }, + { + "left": "issue:47900", + "right": "issue:67422", + "accept": false, + "reason": "Both are webchat real-time display issues, but one is image uploads and the other is text replies in new sessions." + }, + { + "left": "issue:44490", + "right": "issue:50074", + "accept": false, + "reason": "Both are gateway restart failures, but the causes differ: signal handling vs stale process detection." + }, + { + "left": "issue:44276", + "right": "issue:45277", + "accept": false, + "reason": "Both involve imageModel/vision, but one is fallback selection and the other is a missing MiniMax vision model." + }, + { + "left": "issue:65045", + "right": "issue:65347", + "accept": true, + "reason": "Both are OpenAI Codex OAuth invalid_scope failures with closely related login/auth symptoms." + }, + { + "left": "issue:44546", + "right": "issue:68804", + "accept": true, + "reason": "Same LINE token-status false warning; the later issue is a version-specific repeat." + }, + { + "left": "issue:66381", + "right": "issue:67081", + "accept": true, + "reason": "Same webchat bug: the sent user message does not appear immediately and only shows after the assistant response." + }, + { + "left": "issue:44070", + "right": "issue:65184", + "accept": true, + "reason": "Both are openclaw gateway install failures; 65184 is a specific systemd-user manifestation of the broader install bug." + }, + { + "left": "issue:69994", + "right": "issue:70222", + "accept": false, + "reason": "Bootstrap-order regression and Telegram same-turn reply delivery are unrelated." + }, + { + "left": "issue:51896", + "right": "issue:64894", + "accept": false, + "reason": "Both mention Codex OAuth, but one is a broken config link while the other is an auth failure with invalid_scope/model.request." + }, + { + "left": "issue:56114", + "right": "issue:64821", + "accept": false, + "reason": "Both involve Feishu/plugin hot-reload, but one is repeated registration and the other is config corruption from init logs." + }, + { + "left": "issue:58459", + "right": "issue:58575", + "accept": true, + "reason": "Same isolated-cron model-override problem: payload.model/--model does not override the session model." + }, + { + "left": "issue:62564", + "right": "issue:72430", + "accept": true, + "reason": "Same Windows ESM URL scheme error ('c:' protocol) affecting Slack channel startup." + }, + { + "left": "issue:41739", + "right": "issue:47500", + "accept": false, + "reason": "Both are wrong-session routing bugs, but they affect different channels and directions of misrouting." + }, + { + "left": "issue:55304", + "right": "issue:60400", + "accept": true, + "reason": "Both report silent channel initialization failures after the gateway starts/restarts; 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"issue:48164", + "issue:48624", + "issue:49576", + "issue:50078", + "issue:50856", + "issue:50891", + "issue:51143", + "issue:51498", + "issue:52729", + "issue:53729", + "issue:53824", + "issue:53907", + "issue:54689", + "issue:55222", + "issue:55272", + "issue:55763", + "issue:58459", + "issue:58924", + "issue:59107", + "issue:59122", + "issue:59764", + "issue:62533", + "issue:63667", + "issue:63752", + "issue:64644", + "issue:64698", + "issue:65002", + "issue:65117", + "issue:67214", + "issue:67435", + "issue:68124", + "issue:72079" + ], + "soft_pairs": [ + "issue:30308|issue:50078", + "issue:48079|issue:52729", + "issue:51498|issue:72079", + "issue:59122|issue:67435", + "issue:67214|issue:68124", + "issue:45285|issue:58459", + "issue:59122|issue:62533", + "issue:51143|issue:64698", + "issue:53729|issue:59107", + "issue:33621|issue:58924", + "issue:65002|issue:65117", + "issue:37955|issue:50891", + "issue:38791|issue:53824", + "issue:37142|issue:63752", + "issue:43637|issue:55222", + "issue:49576|issue:53907", + "issue:34971|issue:54689", + "issue:63667|issue:64644", + "issue:43200|issue:48164", + "issue:34108|issue:43612", + "issue:40079|issue:46372", + "issue:46372|issue:55763", + "issue:55272|issue:59764", + "issue:48624|issue:50856", + "issue:38061|issue:39289" + ], + "prepared_review_unit_hash": "892b63f52969a45e6e03c491f6f14e4ffe2d49f6921bf67369a1ca3898d49ade", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35257, + "estimated_input_tokens": 8815, + "estimated_eval_tokens": 17886 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster splits into several separate duplicate subclusters (Webchat, Feishu, Ollama, cron/session-memory, launchd, BlueBubbles, etc.); only a subset of the soft edges look like true duplicates.", + "confidence": 0.82, + "canonical_issue_reason": "No single cluster-wide canonical issue; issue 38061 is the best representative of the clearest duplicate-message subcluster because it states the root cause (delivery-mirror transcript entries being treated as normal assistant messages).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 38061 is the most explicit and actionable report in the set, with a concrete symptom and causal explanation, so it is the strongest representative issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30308", + "right": "issue:50078", + "accept": false, + "reason": "Both are Feishu-related, but one is a broken receive format and the other is missing inbound notifications; different failure modes." + }, + { + "left": "issue:48079", + "right": "issue:52729", + "accept": true, + "reason": "Both describe the LINE webhook returning 404, with hooks/internal enabled and Windows-specific route registration pointing to the same underlying bug." + }, + { + "left": "issue:51498", + "right": "issue:72079", + "accept": true, + "reason": "Both report the top-level OpenClaw health/cron CLI failing against a healthy gateway; same gateway/proxy command path." + }, + { + "left": "issue:59122", + "right": "issue:67435", + "accept": true, + "reason": "Both are Ollama provider bugs where the API receives the wrong model identifier, producing 404 errors." + }, + { + "left": "issue:67214", + "right": "issue:68124", + "accept": false, + "reason": "Cron-job collapse after an update and a type error in agent:bootstrap are unrelated code paths." + }, + { + "left": "issue:45285", + "right": "issue:58459", + "accept": false, + "reason": "One is cron dispatch never firing, the other is a model-override error in cron; not the same concrete bug." + }, + { + "left": "issue:59122", + "right": "issue:62533", + "accept": true, + "reason": "Both describe remote Ollama model lookup failures caused by incorrect model resolution/naming and resulting 404s." + }, + { + "left": "issue:51143", + "right": "issue:64698", + "accept": false, + "reason": "Telegram group-message dispatch on a non-default account is different from requireMention handling in group messages." + }, + { + "left": "issue:53729", + "right": "issue:59107", + "accept": false, + "reason": "One is outbound WhatsApp messages echoing back inbound; the other is outbound delivery failing on degraded sockets." + }, + { + "left": "issue:33621", + "right": "issue:58924", + "accept": true, + "reason": "Both center on dangling/orphaned tool_use blocks causing Anthropic API failures." + }, + { + "left": "issue:65002", + "right": "issue:65117", + "accept": true, + "reason": "Both describe WhatsApp outbound media being silently dropped, with hasMedia ending up false." + }, + { + "left": "issue:37955", + "right": "issue:50891", + "accept": true, + "reason": "Both report idle/daily session reset hooks failing to fire/save session-memory state on rollover." + }, + { + "left": "issue:38791", + "right": "issue:53824", + "accept": false, + "reason": "Default delivery mode selection and post-restart 'Unknown Channel' failures are different cron issues." + }, + { + "left": "issue:37142", + "right": "issue:63752", + "accept": false, + "reason": "MiniMax 401 auth failures and Anthropic API-key lookup failures are distinct provider/auth bugs." + }, + { + "left": "issue:43637", + "right": "issue:55222", + "accept": true, + "reason": "Both describe gateway start/stop on macOS being broken because launchd gets unloaded on stop." + }, + { + "left": "issue:49576", + "right": "issue:53907", + "accept": false, + "reason": "Feishu gateway crash and WhatsApp upgrade regression are unrelated channel-specific bugs." + }, + { + "left": "issue:34971", + "right": "issue:54689", + "accept": false, + "reason": "A broad post-upgrade regression report is not the same bug as Telegram file sending breaking." + }, + { + "left": "issue:63667", + "right": "issue:64644", + "accept": true, + "reason": "Both report the same 'chat content is empty' failure in the image/multimodal tool path." + }, + { + "left": "issue:43200", + "right": "issue:48164", + "accept": false, + "reason": "Cross-session message recording bugs are not the same as a feature request for WebChat mirroring." + }, + { + "left": "issue:34108", + "right": "issue:43612", + "accept": true, + "reason": "Both are Feishu duplicate-delivery reports for streaming cards/text blocks." + }, + { + "left": "issue:40079", + "right": "issue:46372", + "accept": false, + "reason": "Generic restart-related message loss and WhatsApp stale-socket reconnect loss are not clearly the same code-path bug." + }, + { + "left": "issue:46372", + "right": "issue:55763", + "accept": false, + "reason": "Both mention reconnect loss, but they affect different channels and there is no clear shared concrete fix." + }, + { + "left": "issue:55272", + "right": "issue:59764", + "accept": false, + "reason": "One is showing the fallback model instead of the runtime model; the other is showing the underlying provider instead of the routing provider." + }, + { + "left": "issue:48624", + "right": "issue:50856", + "accept": true, + "reason": "Both are BlueBubbles webhook 404 regressions tied to route registration/hook interactions." + }, + { + "left": "issue:38061", + "right": "issue:39289", + "accept": true, + "reason": "Both are the same Webchat duplicate-message bug; 38061 also identifies the specific delivery-mirror transcript cause." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the soft-edge accept/reject calls are generally conservative and well supported by the issue titles. I don\u2019t see an overstatement that warrants rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 151, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:30893", + "issue:31156", + "issue:31280", + "issue:32833", + "issue:33256", + "issue:34381", + "issue:34941", + "issue:35113", + "issue:37667", + "issue:38816", + "issue:39426", + "issue:39989", + "issue:40418", + "issue:40540", + "issue:42284", + "issue:43909", + "issue:46595", + "issue:47396", + "issue:48084", + "issue:48266", + "issue:48605", + "issue:48857", + "issue:48948", + "issue:51099", + "issue:51498", + "issue:52317", + "issue:52504", + "issue:53138", + "issue:54623", + "issue:55689", + "issue:56095", + "issue:56127", + "issue:58206", + "issue:61219", + "issue:62521", + "issue:63197", + "issue:63999", + "issue:64173", + "issue:65281", + "issue:65595", + "issue:65698", + "issue:65794", + "issue:66679", + "issue:66975", + "issue:67327", + "issue:69480", + "issue:70161", + "issue:70242" + ], + "soft_pairs": [ + "issue:52317|issue:64173", + "issue:63197|issue:70242", + "issue:34941|issue:39989", + "issue:43909|issue:65281", + "issue:37667|issue:52504", + "issue:34381|issue:55689", + "issue:38816|issue:65595", + "issue:39426|issue:40540", + "issue:62521|issue:70161", + "issue:63999|issue:65794", + "issue:66679|issue:66975", + "issue:53138|issue:56127", + "issue:54623|issue:69480", + "issue:31280|issue:48084", + "issue:42284|issue:48266", + "issue:47396|issue:48857", + "issue:65698|issue:67327", + "issue:32833|issue:61219", + "issue:33256|issue:51099", + "issue:48605|issue:56095", + "issue:30893|issue:35113", + "issue:31156|issue:40418", + "issue:46595|issue:58206", + "issue:48948|issue:51498" + ], + "prepared_review_unit_hash": "0509efce3bb8c33ecaa2454de23ed1e28e50ea3b0707323fed69e281033632bf", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35238, + "estimated_input_tokens": 8810, + "estimated_eval_tokens": 17876 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The packet still breaks into multiple unrelated duplicate groups, not one cluster. I rejected the image-tool pair 38816 vs 65595 because the evidence only shows similar prefixing complaints for different providers, without a shared codepath or explicit duplicate signal.", + "confidence": 0.87, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single issue cleanly represents the whole packet; it contains several separate bug families and feature requests rather than one root defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52317", + "right": "issue:64173", + "accept": true, + "reason": "Same workspace/bootstrap omission on /new: files are missing at session start." + }, + { + "left": "issue:63197", + "right": "issue:70242", + "accept": true, + "reason": "Same memory-wiki bridge artifact-count failure; both report zero artifacts despite memory being present." + }, + { + "left": "issue:34941", + "right": "issue:39989", + "accept": true, + "reason": "Same Telegram inbound failure pattern: inbound stops/drops while outbound still works." + }, + { + "left": "issue:43909", + "right": "issue:65281", + "accept": false, + "reason": "Different regressions: device-auth flag vs webchat image paste/send." + }, + { + "left": "issue:37667", + "right": "issue:52504", + "accept": false, + "reason": "Both are session-continuity requests, but they are broader feature ideas with different scope." + }, + { + "left": "issue:34381", + "right": "issue:55689", + "accept": false, + "reason": "Both involve gateway restart, but the platform and failure mode differ materially." + }, + { + "left": "issue:38816", + "right": "issue:65595", + "accept": false, + "reason": "Too weak to call duplicate: both mention image-tool prefixing, but the packet shows different provider names and no shared codepath or explicit duplicate evidence." + }, + { + "left": "issue:39426", + "right": "issue:40540", + "accept": false, + "reason": "Unrelated command failures on different platforms." + }, + { + "left": "issue:62521", + "right": "issue:70161", + "accept": true, + "reason": "Same false plugins.allow-empty warning despite configuration." + }, + { + "left": "issue:63999", + "right": "issue:65794", + "accept": false, + "reason": "Different tool-call bugs: visible XML leakage vs argument truncation." + }, + { + "left": "issue:66679", + "right": "issue:66975", + "accept": false, + "reason": "Related chat-channel symptoms, but not the same concrete bug." + }, + { + "left": "issue:53138", + "right": "issue:56127", + "accept": false, + "reason": "Different WhatsApp plugin failures with different root symptoms." + }, + { + "left": "issue:54623", + "right": "issue:69480", + "accept": true, + "reason": "Same workspace context truncation problem; both describe incomplete injected files." + }, + { + "left": "issue:31280", + "right": "issue:48084", + "accept": true, + "reason": "Same macOS LaunchAgent/gateway restart path causing restart/reconnect failure." + }, + { + "left": "issue:42284", + "right": "issue:48266", + "accept": true, + "reason": "Same skill auto-discovery bug for custom/workspace skills." + }, + { + "left": "issue:47396", + "right": "issue:48857", + "accept": false, + "reason": "Both are Feishu file/media issues, but they affect different codepaths and outcomes." + }, + { + "left": "issue:65698", + "right": "issue:67327", + "accept": true, + "reason": "Same memory-wiki bridge artifact visibility/count bug across different commands." + }, + { + "left": "issue:32833", + "right": "issue:61219", + "accept": false, + "reason": "Different plugin startup failures with no clear shared defect." + }, + { + "left": "issue:33256", + "right": "issue:51099", + "accept": false, + "reason": "Unrelated regressions: Google Chat vs sandbox image missing python3." + }, + { + "left": "issue:48605", + "right": "issue:56095", + "accept": true, + "reason": "Same duplicate plugin-registration bug on startup." + }, + { + "left": "issue:30893", + "right": "issue:35113", + "accept": true, + "reason": "Same gateway bind/serve-mode conflict; one reports the policy issue and the other the crash-loop consequence." + }, + { + "left": "issue:31156", + "right": "issue:40418", + "accept": false, + "reason": "Both are preservation feature requests, but they ask for different capabilities." + }, + { + "left": "issue:46595", + "right": "issue:58206", + "accept": true, + "reason": "Same subagent workspace propagation defect." + }, + { + "left": "issue:48948", + "right": "issue:51498", + "accept": false, + "reason": "Different symptoms: WebUI crash from jobs.json vs cron/health timeouts." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overall summary is grounded, but at least one accepted soft edge is too strong for the evidence in the packet. In particular, issue:38816 vs issue:65595 only shows two image-tool prefixing complaints with different provider names (anthropic vs openai) and no shared codepath or explicit duplicate evidence, so calling it the same bug overstates the packet. Because the soft-edge verdicts need to stay conservative, I can\u2019t accept this clustering 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": 378, + "review_unit_index": 152, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:35160", + "issue:36431", + "issue:37647", + "issue:38829", + "issue:39362", + "issue:39718", + "issue:39800", + "issue:39911", + "issue:40824", + "issue:41128", + "issue:43355", + "issue:45234", + "issue:48064", + "issue:52292", + "issue:52390", + "issue:52563", + "issue:53244", + "issue:53284", + "issue:53340", + "issue:53424", + "issue:55606", + "issue:56634", + "issue:56854", + "issue:57392", + "issue:58575", + "issue:59871", + "issue:59928", + "issue:61103", + "issue:62209", + "issue:62342", + "issue:63489", + "issue:64724", + "issue:64984", + "issue:68059", + "issue:68248", + "issue:68354", + "issue:68743", + "issue:68992", + "issue:69330", + "issue:69918", + "issue:70254", + "issue:70337", + "issue:70398", + "issue:71846", + "issue:72337", + "issue:72339", + "issue:72685" + ], + "soft_pairs": [ + "issue:68354|issue:69918", + "issue:59871|issue:68992", + "issue:62209|issue:64724", + "issue:39362|issue:52390", + "issue:53284|issue:58575", + "issue:39718|issue:39911", + "issue:52563|issue:62342", + "issue:68059|issue:70337", + "issue:40824|issue:52292", + "issue:53244|issue:53424", + "issue:43355|issue:70398", + "issue:72337|issue:72685", + "issue:48064|issue:68248", + "issue:41128|issue:57392", + "issue:53340|issue:56634", + "issue:59928|issue:61103", + "issue:63489|issue:68743", + "issue:55606|issue:56854", + "issue:71846|issue:72339", + "issue:64984|issue:69330", + "issue:39800|issue:70254", + "issue:36431|issue:38829", + "issue:37647|issue:40824", + "issue:35160|issue:45234" + ], + "prepared_review_unit_hash": "124649c97a1908e33e8abb0c0a25f4fad2768d313a8c2578a9a6af5b1873c50c", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34369, + "estimated_input_tokens": 8593, + "estimated_eval_tokens": 17442 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is heterogeneous rather than one single duplicate cluster: it contains several distinct duplicate families around TUI message delivery/rendering, cron isolated-session behavior, missing packaged dependencies, Telegram/iMessage reply handling, and gateway crash loops. Most soft edges are clear same-bug matches; a few are only broad subsystem similarity and should be rejected.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 45234 is the cleanest canonical anchor: it states the Codex/OpenAI server_error fallback bug directly and exactly matches 35160, making it the most specific and triage-friendly report in the set.", + "canonical_pr_reason": null, + "best_issue_reason": "45234 is the best overall issue to keep as the representative anchor because it is precise, self-contained, and maps cleanly to an exact duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68354", + "right": "issue:69918", + "accept": true, + "reason": "Both report the same dreaming-narrative session identity bug: sessions never reuse / leak into UI lists because the session key is unstable." + }, + { + "left": "issue:59871", + "right": "issue:68992", + "accept": true, + "reason": "Same underlying transcript-filtering problem: internal/system events are being rendered into the visible chat/TUI transcript." + }, + { + "left": "issue:62209", + "right": "issue:64724", + "accept": true, + "reason": "Both describe the Telegram voice/audio understanding path failing to trigger Groq/Whisper transcription." + }, + { + "left": "issue:39362", + "right": "issue:52390", + "accept": true, + "reason": "Same message:sent hook problem for Telegram group/topic delivery, with sessionKey/group context affecting firing consistency." + }, + { + "left": "issue:53284", + "right": "issue:58575", + "accept": false, + "reason": "Both mention isolated cron sessions, but one is UI persistence and the other is model override behavior; not the same concrete bug." + }, + { + "left": "issue:39718", + "right": "issue:39911", + "accept": false, + "reason": "These are unrelated: Telegram quoted-reply rendering vs Feishu config visibility in the Web UI." + }, + { + "left": "issue:52563", + "right": "issue:62342", + "accept": false, + "reason": "Both involve gateway crashes, but the triggers and code paths differ (cron config parsing vs agent listener lifecycle)." + }, + { + "left": "issue:68059", + "right": "issue:70337", + "accept": true, + "reason": "Exact same browser snapshot bug: OpenClaw expects Playwright _snapshotForAI, and public Playwright does not provide it." + }, + { + "left": "issue:40824", + "right": "issue:52292", + "accept": false, + "reason": "TUI refresh issues and duplicate image sends are different bugs with no concrete shared failure path." + }, + { + "left": "issue:53244", + "right": "issue:53424", + "accept": true, + "reason": "Same WhatsApp packaging omission: the extension/runtime modules are missing from the distributed npm/build artifacts." + }, + { + "left": "issue:43355", + "right": "issue:70398", + "accept": true, + "reason": "Both are the same missing @larksuiteoapi/node-sdk dependency/runtime-load failure for Feishu." + }, + { + "left": "issue:72337", + "right": "issue:72685", + "accept": true, + "reason": "Same Bonjour/CIAO crash-loop family; both point to the CIAO PROBING CANCELLED startup failure." + }, + { + "left": "issue:48064", + "right": "issue:68248", + "accept": false, + "reason": "These are related feature requests, but one is about user display name/avatar in Control UI/WebChat and the other about agent avatar/favicon customization." + }, + { + "left": "issue:41128", + "right": "issue:57392", + "accept": true, + "reason": "Same isolated-cron delivery regression: isolated sessions fail to create/deliver messages, including the channel:\"last\" case." + }, + { + "left": "issue:53340", + "right": "issue:56634", + "accept": true, + "reason": "Exact same iMessage reply-tag bug: raw [[reply_to:]] markup is shown to recipients instead of being stripped/processed." + }, + { + "left": "issue:59928", + "right": "issue:61103", + "accept": false, + "reason": "These are unrelated bugs: model fallback precedence vs Control UI image upload regression." + }, + { + "left": "issue:63489", + "right": "issue:68743", + "accept": false, + "reason": "Both involve cron timing, but one is a first-call timeout in isolated sessions and the other is a Dreaming cron job duration issue." + }, + { + "left": "issue:55606", + "right": "issue:56854", + "accept": false, + "reason": "Same health-monitor area, but one is a reconnect memory leak/OOM and the other is an uncaught crash on restart; not clearly the same bug." + }, + { + "left": "issue:71846", + "right": "issue:72339", + "accept": true, + "reason": "Same CIAO/Bonjour crash-loop root cause, with both reports centered on the PROBING CANCELLED failure after update/on WSL2 or proxy setups." + }, + { + "left": "issue:64984", + "right": "issue:69330", + "accept": true, + "reason": "Same gateway-reconnect leak: duplicate MCP subprocesses accumulate and are not cleaned up, leading to OOM." + }, + { + "left": "issue:39800", + "right": "issue:70254", + "accept": true, + "reason": "Same missing dependency bug for the Feishu extension: @larksuiteoapi/node-sdk is absent and causes runtime failure." + }, + { + "left": "issue:36431", + "right": "issue:38829", + "accept": true, + "reason": "Same TUI delivery/routing issue: messages are not reaching the TUI in real time, with webchat/TUI routing mismatch implied." + }, + { + "left": "issue:37647", + "right": "issue:40824", + "accept": false, + "reason": "Both are TUI display problems, but one is missing assistant replies and the other is a general refresh issue; not concrete enough to merge as one bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it correctly identifies a heterogeneous set of issue families and the reject/accept pattern matches the titles. The accepted pairs are mostly conservative title-level matches, and the rejected pairs are appropriately treated as only broad subsystem similarity or unrelated bugs. The canonical anchor on 45234/35160 is plausible and the overall clustering read 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": 378, + "review_unit_index": 153, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:10213", + "issue:20478", + "issue:23353", + "issue:33086", + "issue:34381", + "issue:36057", + "issue:36811", + "issue:39359", + "issue:40478", + "issue:40809", + "issue:43735", + "issue:43988", + "issue:45032", + "issue:45888", + "issue:46358", + "issue:46689", + "issue:47402", + "issue:47639", + "issue:48079", + "issue:48256", + "issue:48473", + "issue:48624", + "issue:49031", + "issue:50382", + "issue:51149", + "issue:51438", + "issue:52208", + "issue:53397", + "issue:53547", + "issue:54096", + "issue:54209", + "issue:54255", + "issue:55057", + "issue:55537", + "issue:55900", + "issue:56388", + "issue:57243", + "issue:57854", + "issue:58064", + "issue:60400", + "issue:61395", + "issue:64529", + "issue:65244", + "issue:65964", + "issue:66977", + "issue:67334", + "issue:69390", + "issue:70289" + ], + "soft_pairs": [ + "issue:45888|issue:48473", + "issue:36811|issue:54255", + "issue:46358|issue:46689", + "issue:47402|issue:51438", + "issue:40478|issue:43988", + "issue:10213|issue:23353", + "issue:20478|issue:50382", + "issue:40809|issue:47639", + "issue:43735|issue:54209", + "issue:49031|issue:57243", + "issue:65244|issue:66977", + "issue:48079|issue:48624", + "issue:51149|issue:70289", + "issue:39359|issue:53397", + "issue:45032|issue:52208", + "issue:36057|issue:55057", + "issue:58064|issue:60400", + "issue:55537|issue:57854", + "issue:48256|issue:54096", + "issue:67334|issue:69390", + "issue:53547|issue:61395", + "issue:64529|issue:65964", + "issue:33086|issue:55900", + "issue:34381|issue:56388" + ], + "prepared_review_unit_hash": "d18bbb4affea124d026d221df87171455a13f7aadf76a27dba08f051746f6d7b", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35081, + "estimated_input_tokens": 8771, + "estimated_eval_tokens": 17798 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This set is a mix of many unrelated issues, but several soft pairs look like true duplicates by symptom and root cause. I accepted the pairs that clearly point to the same bug/change and rejected pairs that only share a broad subsystem or version.", + "confidence": 0.86, + "canonical_issue_reason": "No single canonical issue for the full set: the items span unrelated subsystems (Anthropic features, plugins, auth, SSRF, LaunchAgent, skills, UI, etc.).", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue across the whole set; 48473 is the strongest representative only for the plugin-route 404 subgroup, but the overall collection is too heterogeneous for a single canonical issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45888", + "right": "issue:48473", + "accept": true, + "reason": "Both describe plugin HTTP/webhook routes returning 404 because plugin routes are not being registered correctly; 48473 is the broader root-cause report." + }, + { + "left": "issue:36811", + "right": "issue:54255", + "accept": true, + "reason": "Same NO_REPLY handling bug: the sentinel is leaking into user-visible channel output instead of suppressing the message." + }, + { + "left": "issue:46358", + "right": "issue:46689", + "accept": true, + "reason": "Same missing-scope regression in Control UI / gateway auth; 46689 narrows the cause to auto-pairing with insufficient scopes." + }, + { + "left": "issue:47402", + "right": "issue:51438", + "accept": false, + "reason": "Both mention websocket problems, but one is device auth/dashboard connections and the other is CLI\u2192gateway timeouts; different code paths and failure modes." + }, + { + "left": "issue:40478", + "right": "issue:43988", + "accept": false, + "reason": "Both are about always-allow behavior, but one is shell builtins and the other is unresolved short commands/basenames; not clearly the same bug." + }, + { + "left": "issue:10213", + "right": "issue:23353", + "accept": false, + "reason": "Anthropic server-side compaction and Anthropic native tools are separate feature requests, not the same concrete change." + }, + { + "left": "issue:20478", + "right": "issue:50382", + "accept": true, + "reason": "Both report duplicate plugin-loading / duplicate-id warnings from extension discovery, likely the same registry/deduplication bug." + }, + { + "left": "issue:40809", + "right": "issue:47639", + "accept": true, + "reason": "Both point to missing token usage/session statistics being rendered as n/a; 47639 gives a provider-specific manifestation of the same accounting issue." + }, + { + "left": "issue:43735", + "right": "issue:54209", + "accept": true, + "reason": "Both say skills are not being loaded/injected into agent context, with 54209 describing the user-installed skill path specifically." + }, + { + "left": "issue:49031", + "right": "issue:57243", + "accept": false, + "reason": "Both involve the macOS companion app node, but one is missing system.run.prepare in local mode while the other ignores gateway.remote.url in remote mode; different failures." + }, + { + "left": "issue:65244", + "right": "issue:66977", + "accept": false, + "reason": "Both concern sqlite-vec loading, but the causes differ: missing allowExtension option versus macOS build compiled with OMIT_LOAD_EXTENSION." + }, + { + "left": "issue:48079", + "right": "issue:48624", + "accept": true, + "reason": "Both are webhook/plugin HTTP routes returning 404 on the gateway port, consistent with the same route-registration bug." + }, + { + "left": "issue:51149", + "right": "issue:70289", + "accept": true, + "reason": "Both describe internal runtime/tool context leaking into visible chat output; same sanitization boundary issue." + }, + { + "left": "issue:39359", + "right": "issue:53397", + "accept": false, + "reason": "Different validation failures: cron isolated tool schema vs config schema for tools.web.fetch.maxResponseBytes." + }, + { + "left": "issue:45032", + "right": "issue:52208", + "accept": true, + "reason": "Both describe macOS LaunchAgent/service state ending up not loaded after gateway/update/start flows, likely the same launchd lifecycle bug." + }, + { + "left": "issue:36057", + "right": "issue:55057", + "accept": false, + "reason": "One is tool_choice being dropped on streamSimple for custom providers; the other is custom provider responses not displayed. Related area, but not the same concrete bug." + }, + { + "left": "issue:58064", + "right": "issue:60400", + "accept": true, + "reason": "Both report channels failing to initialize, with 60400 confirming the broader multi-channel version regression and 58064 describing the restart/LaunchAgent case." + }, + { + "left": "issue:55537", + "right": "issue:57854", + "accept": true, + "reason": "Same unhandled fetch failure/rejection crashing the gateway; 57854 is the timed recurrence of the same crash path." + }, + { + "left": "issue:48256", + "right": "issue:54096", + "accept": true, + "reason": "These are clearly the same model-switcher provider-prefix bug, just phrased differently." + }, + { + "left": "issue:67334", + "right": "issue:69390", + "accept": true, + "reason": "Both are Ollama timeout regressions after updates, centered on the same timeout path even though the reported timeout flavor differs." + }, + { + "left": "issue:53547", + "right": "issue:61395", + "accept": false, + "reason": "Workspace bootstrap-file loading and lightContext workspace-file filtering are different behaviors; not the same bug." + }, + { + "left": "issue:64529", + "right": "issue:65964", + "accept": true, + "reason": "Same reply-media path bug: /tmp/openclaw audio is rejected by isAllowedAbsoluteReplyMediaPath and therefore dropped." + }, + { + "left": "issue:33086", + "right": "issue:55900", + "accept": true, + "reason": "Both are SSRF false positives triggered by proxy fake-IP behavior; the affected endpoint differs, but the underlying SSRF/IP-classification bug is the same." + }, + { + "left": "issue:34381", + "right": "issue:56388", + "accept": false, + "reason": "Both involve state loss after gateway restart, but one is agent bindings and the other is Telegram outbound config for isolated cron sessions; too different to merge." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the pair judgments are mostly conservative. The analyst avoids claiming a single canonical issue for the heterogeneous set, and the accepted soft pairs are generally supported by closely matching titles/symptoms without overreaching 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": 378, + "review_unit_index": 154, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:31486", + "issue:34830", + "issue:34848", + "issue:38791", + "issue:40306", + "issue:40364", + "issue:41318", + "issue:44980", + "issue:45467", + "issue:45908", + "issue:46534", + "issue:46609", + "issue:48443", + "issue:50524", + "issue:50536", + "issue:50944", + "issue:51056", + "issue:51143", + "issue:51869", + "issue:52071", + "issue:52285", + "issue:52454", + "issue:53425", + "issue:53753", + "issue:54623", + "issue:55233", + "issue:55689", + "issue:59122", + "issue:61007", + "issue:61219", + "issue:61782", + "issue:62086", + "issue:62320", + "issue:62539", + "issue:62918", + "issue:63194", + "issue:63225", + "issue:63776", + "issue:64861", + "issue:64947", + "issue:65790", + "issue:67598", + "issue:68233", + "issue:68434", + "issue:71017", + "issue:71047", + "issue:71879", + "issue:72243" + ], + "soft_pairs": [ + "issue:71879|issue:72243", + "issue:48443|issue:59122", + "issue:50524|issue:71047", + "issue:50944|issue:68434", + "issue:51143|issue:71017", + "issue:45908|issue:52071", + "issue:44980|issue:62539", + "issue:62086|issue:62320", + "issue:61219|issue:62918", + "issue:64861|issue:64947", + "issue:46609|issue:63225", + "issue:40306|issue:55689", + "issue:34848|issue:55233", + "issue:54623|issue:68233", + "issue:34830|issue:51056", + "issue:52285|issue:52454", + "issue:31486|issue:51869", + "issue:40364|issue:53425", + "issue:41318|issue:61007", + "issue:50536|issue:53753", + "issue:63194|issue:63776", + "issue:38791|issue:67598", + "issue:45467|issue:61782", + "issue:46534|issue:65790" + ], + "prepared_review_unit_hash": "2bb1d679f19c6c74e62cea5958f4685a69d94862677c13f0386016600e0d4d5f", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "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": "This cluster is mostly a set of separate duplicate subgroups rather than one unified bug cluster. I\u2019d accept the clearly same-root-cause pairs around Docker bootloops, Telegram proxy/media downloads, OAuth scope/header failures, workspace truncation, model-picker/provider-prefix bugs, and similar exact-symptom duplicates; the rest are related but distinct enough to keep separate.", + "confidence": 0.9, + "canonical_issue_reason": "No single issue cleanly represents the whole mixed cluster, but issue 50536 is the strongest canonical anchor among the accepted duplicates: it describes a concrete Control UI model-selector bug with a specific wrong provider prefix and has a near-identical follow-up report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 50536 is the best overall issue candidate because it is specific, reproducible, and directly names the broken code path; it is also the clearest duplicate target in the set. The remaining items split into other unrelated bug families.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71879", + "right": "issue:72243", + "accept": true, + "reason": "Same Docker bridge-network bootloop/crash-loop caused by Bonjour/CIAO probing rejection." + }, + { + "left": "issue:48443", + "right": "issue:59122", + "accept": false, + "reason": "Both involve model/provider handling, but one is a display-label bug and the other is an Ollama request-path bug." + }, + { + "left": "issue:50524", + "right": "issue:71047", + "accept": true, + "reason": "Same Telegram /model switch not taking effect; the second is a topic-session repro of the same state-propagation problem." + }, + { + "left": "issue:50944", + "right": "issue:68434", + "accept": false, + "reason": "Related WhatsApp outbound enhancements, but one also includes @mention support; not the same concrete bug/change." + }, + { + "left": "issue:51143", + "right": "issue:71017", + "accept": false, + "reason": "Different platforms and failure modes: Telegram group message handler vs Feishu sub-account identity mapping." + }, + { + "left": "issue:45908", + "right": "issue:52071", + "accept": true, + "reason": "Same missing-scope probe issue around operator.read causing status/audit checks to misbehave while the product itself works." + }, + { + "left": "issue:44980", + "right": "issue:62539", + "accept": true, + "reason": "Same Telegram media-download proxy/SSRF conflict; both describe proxy users being blocked from fetching api.telegram.org media." + }, + { + "left": "issue:62086", + "right": "issue:62320", + "accept": false, + "reason": "Different failures: runtime wrapper SIGTERM timeout vs plugin-loading stack overflow." + }, + { + "left": "issue:61219", + "right": "issue:62918", + "accept": false, + "reason": "Both are startup/plugin packaging errors, but they reference different plugins and different missing-manifest/entry-point failures." + }, + { + "left": "issue:64861", + "right": "issue:64947", + "accept": true, + "reason": "Same openai-codex OAuth invalid_scope regression; one is the symptom report, the other names the unauthorized scopes explicitly." + }, + { + "left": "issue:46609", + "right": "issue:63225", + "accept": false, + "reason": "Both are module-not-found startup bugs, but the missing modules and affected plugins differ." + }, + { + "left": "issue:40306", + "right": "issue:55689", + "accept": false, + "reason": "Both mention gateway restart from agent context, but they are on different OS/automation paths and do not look like the same code-path bug." + }, + { + "left": "issue:34848", + "right": "issue:55233", + "accept": false, + "reason": "Both are localization requests, but for different apps/targets and not the same change." + }, + { + "left": "issue:54623", + "right": "issue:68233", + "accept": true, + "reason": "Same silent bootstrap file truncation at the 20k-character limit with no warning." + }, + { + "left": "issue:34830", + "right": "issue:51056", + "accept": true, + "reason": "Same 401 missing authentication header failure for OpenRouter despite a valid API key." + }, + { + "left": "issue:52285", + "right": "issue:52454", + "accept": false, + "reason": "Both are Telegram message-delivery issues, but heartbeat delivery and /direct thread echo are separate behaviors." + }, + { + "left": "issue:31486", + "right": "issue:51869", + "accept": true, + "reason": "Same custom-provider vision/input bug; the second issue explains the root cause by hardcoding input to text only." + }, + { + "left": "issue:40364", + "right": "issue:53425", + "accept": false, + "reason": "Different OAuth/model-injection vs tools-name validation failures; not the same bug." + }, + { + "left": "issue:41318", + "right": "issue:61007", + "accept": false, + "reason": "Both are model-list metadata mistakes, but one is context-window sizing and the other is provider-name mislabeling." + }, + { + "left": "issue:50536", + "right": "issue:53753", + "accept": true, + "reason": "Same Control UI model-picker/provider-prefix bug when switching models." + }, + { + "left": "issue:63194", + "right": "issue:63776", + "accept": true, + "reason": "Same pairing-required failure path for local Windows gateway execution/spawn flows." + }, + { + "left": "issue:38791", + "right": "issue:67598", + "accept": false, + "reason": "Different cron isolated-session bugs: delivery default vs model override handling." + }, + { + "left": "issue:45467", + "right": "issue:61782", + "accept": true, + "reason": "Same Telegram media-download failure under proxy due to SSRF/proxy interaction around api.telegram.org." + }, + { + "left": "issue:46534", + "right": "issue:65790", + "accept": true, + "reason": "Same image-attachment failure in the Web/Control UI: upload/attach succeeds in UI but no image reaches the message/session." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft-edge pairs are all supported by closely matching titles and/or the same explicit failure mode, and the rejected pairs are reasonable separations. I don\u2019t see an overstatement that would justify rejecting the cluster decision." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 155, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:19859", + "issue:31098", + "issue:35119", + "issue:37028", + "issue:38327", + "issue:40630", + "issue:40768", + "issue:42410", + "issue:43072", + "issue:45234", + "issue:45603", + "issue:45690", + "issue:45908", + "issue:46072", + "issue:48128", + "issue:48212", + "issue:48624", + "issue:51569", + "issue:53566", + "issue:53724", + "issue:53878", + "issue:55091", + "issue:56225", + "issue:56487", + "issue:56561", + "issue:56776", + "issue:58423", + "issue:59405", + "issue:60006", + "issue:61805", + "issue:62669", + "issue:63094", + "issue:63752", + "issue:65002", + "issue:65133", + "issue:65347", + "issue:66124", + "issue:66281", + "issue:66806", + "issue:68249", + "issue:68484", + "issue:68522", + "issue:68804", + "issue:69674", + "issue:71422", + "issue:71821", + "issue:72562" + ], + "soft_pairs": [ + "issue:48128|issue:56487", + "issue:53724|issue:55091", + "issue:56776|issue:58423", + "issue:65133|issue:66281", + "issue:40630|issue:53878", + "issue:45690|issue:71422", + "issue:31098|issue:68804", + "issue:37028|issue:45603", + "issue:62669|issue:65002", + "issue:51569|issue:65347", + "issue:66124|issue:68249", + "issue:45908|issue:46072", + "issue:19859|issue:63094", + "issue:59405|issue:68522", + "issue:60006|issue:63094", + "issue:63752|issue:66806", + "issue:38327|issue:53566", + "issue:40768|issue:42410", + "issue:35119|issue:45234", + "issue:43072|issue:56225", + "issue:48212|issue:48624", + "issue:56561|issue:68484", + "issue:71821|issue:72562", + "issue:61805|issue:69674" + ], + "prepared_review_unit_hash": "4fdd8e91368e7f643303abfb1850b6a7d4f3dfc3b6e2a83d77e4d80a4f2b4dfe", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34492, + "estimated_input_tokens": 8623, + "estimated_eval_tokens": 17502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "The cluster is not a single duplicate set; it splits into several distinct issue pairs (Feishu mentions, Control UI model strings, BlueBubbles 404s, WhatsApp media delivery, Codex fallback, webchat image paste, browser CDP attach, Bonjour crash loop, status-probe warnings).", + "confidence": 0.81, + "canonical_issue_reason": "No single canonical issue fits the whole cluster: the items cover multiple unrelated bugs, so collapsing them onto one issue would be misleading.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue either; 48128 has the strongest engagement, but it only represents one Control UI subpair and is not a cluster-wide canonical.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48128", + "right": "issue:56487", + "accept": true, + "reason": "Same Control UI model-string/provider-prefix bug, just reported from the switcher vs GPT dropdown." + }, + { + "left": "issue:53724", + "right": "issue:55091", + "accept": false, + "reason": "Both are Feishu message-tool failures, but the errors differ (required-property vs image card/media conflict) and don't clearly share one fix." + }, + { + "left": "issue:56776", + "right": "issue:58423", + "accept": false, + "reason": "Different surfaces and pipelines: Control UI image attachments vs webchat file attachments." + }, + { + "left": "issue:65133", + "right": "issue:66281", + "accept": true, + "reason": "Both describe the same macOS Chrome/CDP attach failure after update, including DevToolsActivePort/ready-check symptoms." + }, + { + "left": "issue:40630", + "right": "issue:53878", + "accept": false, + "reason": "Different gateway-start problems: one is a not-installed error, the other is LaunchAgent recovery after stop." + }, + { + "left": "issue:45690", + "right": "issue:71422", + "accept": false, + "reason": "Both are Control UI rendering issues, but the symptoms are unrelated (blank chat area vs wrong avatar icon)." + }, + { + "left": "issue:31098", + "right": "issue:68804", + "accept": false, + "reason": "Both are false status warnings, but they involve different channels/keys and don't read like the same defect." + }, + { + "left": "issue:37028", + "right": "issue:45603", + "accept": true, + "reason": "Same Feishu duplicate-registration problem; one reports the crash, the other the duplicate-message manifestation." + }, + { + "left": "issue:62669", + "right": "issue:65002", + "accept": true, + "reason": "Same WhatsApp outbound media bug: mediaUrl/hasMedia is dropped so images never attach." + }, + { + "left": "issue:51569", + "right": "issue:65347", + "accept": false, + "reason": "One is proxy handling during code-to-token exchange; the other is OAuth invalid_scope/missing-code authentication failure." + }, + { + "left": "issue:66124", + "right": "issue:68249", + "accept": false, + "reason": "Different plugin/runtime issues: memory-core config rejection vs Brave plugin not loading." + }, + { + "left": "issue:45908", + "right": "issue:46072", + "accept": true, + "reason": "Same operator.read/status-probe warning behavior after a successful gateway update." + }, + { + "left": "issue:19859", + "right": "issue:63094", + "accept": false, + "reason": "Unrelated feature requests: Enter-key send behavior vs file upload support." + }, + { + "left": "issue:59405", + "right": "issue:68522", + "accept": false, + "reason": "Different Codex failures: dropped tool output in Telegram vs DNS lookup failure on reply." + }, + { + "left": "issue:60006", + "right": "issue:63094", + "accept": false, + "reason": "Custom session display names and file upload support are separate Control UI feature requests." + }, + { + "left": "issue:63752", + "right": "issue:66806", + "accept": false, + "reason": "Both are API-key lookup complaints, but they point to different providers and opposite configuration states." + }, + { + "left": "issue:38327", + "right": "issue:53566", + "accept": false, + "reason": "Different Vertex/Gemini bugs: undefined/null crash vs unknown-model rejection." + }, + { + "left": "issue:40768", + "right": "issue:42410", + "accept": true, + "reason": "Same Feishu multi-bot @mention/open_id mismatch, with the same fallback identity-resolution fix." + }, + { + "left": "issue:35119", + "right": "issue:45234", + "accept": true, + "reason": "Same Codex server_error fallback-chain bug; one issue uses the raw payload wording, the other the same failure mode." + }, + { + "left": "issue:43072", + "right": "issue:56225", + "accept": false, + "reason": "Both ask for voice-message output, but Telegram sendVoice and WeChat voice messaging are separate implementations." + }, + { + "left": "issue:48212", + "right": "issue:48624", + "accept": true, + "reason": "Same BlueBubbles webhook 404 on the gateway port in 2026.3.13." + }, + { + "left": "issue:56561", + "right": "issue:68484", + "accept": true, + "reason": "Same webchat image-paste/drag-drop attachment breakage." + }, + { + "left": "issue:71821", + "right": "issue:72562", + "accept": true, + "reason": "Same Bonjour/mDNS gateway crash loop tied to CIAO announcement cancellation and hostname mismatch." + }, + { + "left": "issue:61805", + "right": "issue:69674", + "accept": false, + "reason": "Both affect Windows gateway startup, but one is a health-check/Ollama onboarding timeout and the other is an HTTP server hang." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative about the soft edges. The accepted pairs all read like plausible same-bug duplicates from the titles, and the rejected pairs are appropriately cautious where the evidence only shows similar surface area rather than a shared fix. 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": 378, + "review_unit_index": 156, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:29670", + "issue:33854", + "issue:37036", + "issue:37315", + "issue:37605", + "issue:37706", + "issue:41197", + "issue:41458", + "issue:42060", + "issue:42427", + "issue:43612", + "issue:44232", + "issue:44490", + "issue:44507", + "issue:45133", + "issue:45138", + "issue:45753", + "issue:46832", + "issue:48047", + "issue:48213", + "issue:48234", + "issue:49734", + "issue:49761", + "issue:50035", + "issue:51126", + "issue:51467", + "issue:51830", + "issue:52213", + "issue:52766", + "issue:52787", + 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Most other pairs only share a subsystem or broad theme and should stay separate.", + "confidence": 0.88, + "canonical_issue_reason": "No single canonical issue for the whole input; the items split into multiple unrelated bug reports. If one anchor is needed, issue 26422 is the clearest root-cause report because it describes the shared outbound-path hook failure and has the strongest discussion signal.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 26422 is the best representative issue for duplicate triage among the actual overlaps: it is specific, root-cause oriented, and broad enough to subsume 31293.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40736", + "right": "issue:66607", + "accept": false, + "reason": "Both mention thinking, but one is a content leak when thinking is disabled and the other is a UI dropdown display mismatch; different bugs." + }, + { + "left": "issue:39035", + "right": "issue:64687", + "accept": false, + "reason": "Both involve openai-codex OAuth, but 39035 is about requests falling back to Gemini after login while 64687 is only a broad OAuth failure report; not enough evidence of the same bug." + }, + { + "left": "issue:45363", + "right": "issue:53689", + "accept": false, + "reason": "Both touch agents.defaults.model, but one is a ReferenceError on object config and the other is a model-not-found validation issue; different failure modes." + }, + { + "left": "issue:60367", + "right": "issue:71026", + "accept": false, + "reason": "Both concern auth-profiles.json persistence, but one is login credentials not persisting and the other is token refresh not updating; related area, not clearly the same defect." + }, + { + "left": "issue:68990", + "right": "issue:70447", + "accept": false, + "reason": "Both are Discord slash-command crashes, but one is DM partial-channel rawData access and the other is thread hang plus partial-channel error; too many differing symptoms/context changes." + }, + { + "left": "issue:52089", + "right": "issue:52463", + "accept": false, + "reason": "Different bugs: slash command menu positioning versus session compaction leaking system messages into the user command box." + }, + { + "left": "issue:67102", + "right": "issue:67214", + "accept": false, + "reason": "Unrelated: one is OpenRouter tool-call behavior in Control UI, the other is a cron-job collapse after an update." + }, + { + "left": "issue:26422", + "right": "issue:31293", + "accept": true, + "reason": "Same underlying outbound message-hook failure: one says the plugin hook never fires in outbound paths, the other says message:sent never fires for agent replies." + }, + { + "left": "issue:50169", + "right": "issue:71536", + "accept": false, + "reason": "Both mention restart/cron authorization problems, but one is a gateway restart lock timeout and the other is Telegram restart command authorization; not the same code path." + }, + { + "left": "issue:43556", + "right": "issue:60965", + "accept": true, + "reason": "Same subagent streamTo bug: 43556 reports subagent runtime breakage, and 60965 shows the schema/execute mismatch for streamTo on runtime=subagent." + }, + { + "left": "issue:47527", + "right": "issue:52605", + "accept": false, + "reason": "Different channels and root causes: WhatsApp inbound delivery failure versus iMessage/BlueBubbles 404 after upgrade." + }, + { + "left": "issue:49201", + "right": "issue:50599", + "accept": false, + "reason": "Both mention gateway/scope/timeouts, but 49201 is an openclaw cron list handshake failure and 50599 is a broader Windows gateway probe inconsistency; not clearly one bug." + }, + { + "left": "issue:64788", + "right": "issue:66611", + "accept": false, + "reason": "Both are Chrome/CDP connection problems, but one is tied to launchd and cdpHttp:false while the other is attachOnly profile connection failure; too little evidence they are the same defect." + }, + { + "left": "issue:53697", + "right": "issue:55976", + "accept": false, + "reason": "Same generic schema issue pattern, but different tools and fields: Feishu card requiredness versus message button requiredness." + }, + { + "left": "issue:37123", + "right": "issue:40364", + "accept": false, + "reason": "Different provider/onboarding problems: Azure OpenAI not appearing versus openai-codex profile injected into models.json." + }, + { + "left": "issue:48255", + "right": "issue:54698", + "accept": true, + "reason": "Same embedded/subagent model-resolution bug: one is missing inherited model override, the other is missing the fallback chain." + }, + { + "left": "issue:55094", + "right": "issue:66242", + "accept": false, + "reason": "Both are SSRF-related blocks, but one is the image tool with a proxy fake-IP range and the other is the browser tool on Android/Termux; different fixes." + }, + { + "left": "issue:47650", + "right": "issue:48624", + "accept": true, + "reason": "The BlueBubbles portion matches: 47650 says the webhook route is not registered, and 48624 reports that the same route returns 404 on the gateway port." + }, + { + "left": "issue:61363", + "right": "issue:62627", + "accept": false, + "reason": "Both are dependency packaging issues, but one is Telegram plugin npm deps and the other is missing optional dependencies breaking all CLI commands; not the same artifact." + }, + { + "left": "issue:70991", + "right": "issue:72203", + "accept": false, + "reason": "Different symptoms: gateway/control connection drops and stop-button disappearance versus a gateway token mismatch preventing initial connection." + }, + { + "left": "issue:46445", + "right": "issue:64190", + "accept": false, + "reason": "Related to inbound debounce, but one is batching rapid-fire messages and the other is batching ack reactions; adjacent feature work, not the same bug." + }, + { + "left": "issue:21133", + "right": "issue:50031", + "accept": false, + "reason": "Both are Slack feature requests, but custom bot identity in replies is unrelated to threaded reply tagging." + }, + { + "left": "issue:50784", + "right": "issue:53862", + "accept": false, + "reason": "Both involve multi-account message routing, but they are different channels and delivery paths: WhatsApp auto-reply versus Telegram polling drops." + }, + { + "left": "issue:65092", + "right": "issue:67190", + "accept": true, + "reason": "Same memory-wiki import failure: one says the plugin cache clobbers capability and the other shows CLI import returning 0 artifacts while the gateway call works." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the false soft-edge verdicts are mostly conservative. The accepted overlaps are also plausible from the titles alone: 26422/31293, 43556/60965, 47650/48624, and 65092/67190 are strong; 48255/54698 is a bit more interpretive but still stays within the same model-resolution area. No evidence of overstatement or an unsafe canonical claim." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 163, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:12797", + "issue:15647", + "issue:31098", + "issue:31634", + "issue:39473", + "issue:41257", + "issue:41739", + "issue:41752", + "issue:41934", + "issue:42072", + "issue:44435", + "issue:44549", + "issue:46014", + "issue:46897", + "issue:47515", + "issue:47943", + "issue:49066", + "issue:50025", + "issue:51879", + "issue:52108", + "issue:52647", + "issue:53516", + "issue:54152", + "issue:54615", + "issue:56053", + "issue:56460", + "issue:59060", + "issue:59827", + "issue:60065", + "issue:62768", + "issue:63469", + "issue:63534", + "issue:63774", + "issue:64687", + "issue:64762", + "issue:64971", + "issue:65247", + "issue:66254", + "issue:66635", + "issue:68294", + "issue:68772", + "issue:70196", + "issue:72042", + "issue:72079", + "issue:72103", + "issue:72270", + "issue:72334", + "issue:7468" + ], + "soft_pairs": [ + "issue:46897|issue:52647", + "issue:42072|issue:50025", + "issue:41257|issue:59827", + "issue:41739|issue:64971", + "issue:41752|issue:41934", + "issue:54615|issue:64687", + "issue:53516|issue:7468", + "issue:63534|issue:63774", + "issue:44549|issue:59060", + "issue:56460|issue:62768", + "issue:15647|issue:54152", + "issue:31098|issue:66254", + "issue:64762|issue:68294", + "issue:66635|issue:72079", + "issue:12797|issue:31634", + "issue:46014|issue:49066", + "issue:52108|issue:60065", + "issue:47943|issue:51879", + "issue:72103|issue:72334", + "issue:68772|issue:70196", + "issue:39473|issue:65247", + "issue:44435|issue:56053", + "issue:47515|issue:63469", + "issue:72042|issue:72270" + ], + "prepared_review_unit_hash": "1436ba97043e9147c3407020e37212fa282b4677519595bf4c934502069837d0", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "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": "This set is mostly soft-similarity near-misses. I only accepted pairs that appear to describe the same concrete bug/feature path (same symptom and same subsystem), and rejected broad \u201csame area\u201d matches.", + "confidence": 0.79, + "canonical_issue_reason": "issue:49066 is the clearest representative of the gateway-probe/operator.read false-negative bug; it states the symptom directly and subsumes the loopback-identity detail from issue:46014.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:49066 is the strongest global issue candidate because it is specific, reproducible, and most directly describes the shared root cause in its duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46897", + "right": "issue:52647", + "accept": true, + "reason": "Both report the same loopback/auth false-negative: `operator.read` is missing despite valid token auth, with the probe/device identity being the shared failure path." + }, + { + "left": "issue:42072", + "right": "issue:50025", + "accept": true, + "reason": "Both are about hooks not being loaded/fired for non-default agents; they point to the same agent-initialization path rather than separate feature requests." + }, + { + "left": "issue:41257", + "right": "issue:59827", + "accept": false, + "reason": "Both concern tool execution, but one is MiniMax-specific and the other is a broader upgrade regression; not the same concrete bug." + }, + { + "left": "issue:41739", + "right": "issue:64971", + "accept": true, + "reason": "Same routing bug: replies meant for the source/external channel are delivered to the web UI/webchat session instead." + }, + { + "left": "issue:41752", + "right": "issue:41934", + "accept": true, + "reason": "Both describe the same macOS LaunchAgent restart failure after Gateway termination; the trigger differs, but the underlying auto-restart bug matches." + }, + { + "left": "issue:54615", + "right": "issue:64687", + "accept": false, + "reason": "Both mention Codex OAuth, but one is a 429/account-block report and the other is a generic \u201cbroken?\u201d report; not enough evidence of one concrete duplicate." + }, + { + "left": "issue:53516", + "right": "issue:7468", + "accept": false, + "reason": "Both are model-selection features, but one is complexity-based routing and the other is context-size-based selection; these are related but distinct requests." + }, + { + "left": "issue:63534", + "right": "issue:63774", + "accept": false, + "reason": "Completely different issues: UI layout abnormality vs a missing Discord sidecar fix on Homebrew." + }, + { + "left": "issue:44549", + "right": "issue:59060", + "accept": true, + "reason": "Both describe the same Kimi K2.5 tool-execution failure path; one highlights stripped tool calls, the other the missing tool-result/session-history error." + }, + { + "left": "issue:56460", + "right": "issue:62768", + "accept": false, + "reason": "Related to token reporting, but one is a dashboard/cost feature and the other is local usage tracking; not the same bug or change." + }, + { + "left": "issue:15647", + "right": "issue:54152", + "accept": false, + "reason": "Both are web-search-related feature requests, but for different providers and different integration targets." + }, + { + "left": "issue:31098", + "right": "issue:66254", + "accept": false, + "reason": "Both show misleading token/setup status, but they are different channels/config surfaces and do not clearly share one concrete defect." + }, + { + "left": "issue:64762", + "right": "issue:68294", + "accept": true, + "reason": "Same multipart/FormData failure around audio transcription on Node 24; the dispatcher/cross-realm details line up with one underlying bug." + }, + { + "left": "issue:66635", + "right": "issue:72079", + "accept": false, + "reason": "Different subsystems and symptoms: WhatsApp media send failure vs CLI health JSON mismatch." + }, + { + "left": "issue:12797", + "right": "issue:31634", + "accept": false, + "reason": "Both mention Telegram debouncing, but one is about batching forwarded/comments and the other about caption-aware media messages; too broad to merge." + }, + { + "left": "issue:46014", + "right": "issue:49066", + "accept": true, + "reason": "These are the same gateway-probe false-positive: the loopback/device identity handling causes `operator.read` to be reported missing when the gateway call succeeds." + }, + { + "left": "issue:52108", + "right": "issue:60065", + "accept": true, + "reason": "Both request the same pre-execution hook capability for tool/exec interception; they are effectively the same feature request." + }, + { + "left": "issue:47943", + "right": "issue:51879", + "accept": true, + "reason": "Same WSL2 gateway handshake timeout regression; one is surfaced via `logs`, the other via CLI gateway startup." + }, + { + "left": "issue:72103", + "right": "issue:72334", + "accept": true, + "reason": "Both are the same gateway crash on WSL tied to Bonjour/CIAO unhandled rejections; the later issue explicitly references the failed fix." + }, + { + "left": "issue:68772", + "right": "issue:70196", + "accept": true, + "reason": "Same draft-2020-12 JSON schema compatibility failure in MCP/tool initialization; the error messages differ but the underlying schema resolution problem is the same." + }, + { + "left": "issue:39473", + "right": "issue:65247", + "accept": false, + "reason": "Both involve UI leakage into visible chat, but they leak different artifacts in different flows; not clearly the same defect." + }, + { + "left": "issue:44435", + "right": "issue:56053", + "accept": false, + "reason": "Both are fallback-chain failures, but they concern different error conditions and provider contexts; too broad to treat as one bug." + }, + { + "left": "issue:47515", + "right": "issue:63469", + "accept": true, + "reason": "Same `sessions_send`/A2A announce bug: `threadId` is dropped, breaking routing for Telegram topic threads and fallback sessions." + }, + { + "left": "issue:72042", + "right": "issue:72270", + "accept": false, + "reason": "Both are gateway startup failures, but one is missing installed files and the other is ENOTEMPTY cascading errors; distinct root causes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are phrased conservatively enough to fit the available evidence. I don\u2019t see any clear 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": 378, + "review_unit_index": 164, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:10386", + "issue:32910", + "issue:32937", + "issue:33883", + "issue:39473", + "issue:39587", + "issue:41163", + "issue:43301", + "issue:44718", + "issue:45085", + "issue:45878", + "issue:46256", + "issue:46289", + "issue:47515", + "issue:47847", + "issue:48212", + "issue:48266", + "issue:50599", + "issue:50856", + "issue:51439", + "issue:51557", + "issue:52037", + "issue:52071", + "issue:52605", + "issue:52975", + "issue:53317", + "issue:53729", + "issue:53959", + 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Most soft edges should be rejected because they describe different code paths or different failure modes.", + "confidence": 0.91, + "canonical_issue_reason": "No single canonical issue fits the whole cluster: the items split into several unrelated bug/feature topics, with only a handful of tight duplicate pairs.", + "canonical_pr_reason": null, + "best_issue_reason": "No global best issue; the cluster is too heterogeneous. If forced to pick a representative, one of the tight duplicate pairs would be more appropriate than any single item for the entire set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46355", + "right": "issue:50651", + "accept": false, + "reason": "Both are Control UI model dropdown problems, but one is a broken toggle and the other is duplicate-ID visibility; different bugs and fixes." + }, + { + "left": "issue:39303", + "right": "issue:55606", + "accept": false, + "reason": "Same Discord/health-monitor area, but one is a webhook/self-signed-cert breakage and the other is reconnect churn leading to OOM; different failure modes." + }, + { + "left": "issue:61414", + "right": "issue:64976", + "accept": false, + "reason": "Both involve cron delivery, but one ignores delivery.channel for isolated sessions while the other ignores NO_REPLY when prepending text; separate logic paths." + }, + { + "left": "issue:63534", + "right": "issue:63658", + "accept": false, + "reason": "Completely unrelated: UI/layout bug in one vs missing package file causing cache update failure in the other." + }, + { + "left": "issue:48576", + "right": "issue:62390", + "accept": false, + "reason": "Both are model/provider resolution bugs, but they involve different input forms: missing provider vs model strings already containing a slash." + }, + { + "left": "issue:34108", + "right": "issue:48699", + "accept": false, + "reason": "Both mention duplicate output in Feishu, but one is duplicate text blocks in streaming cards and the other is duplicate messages when fallback sends after streaming failure." + }, + { + "left": "issue:32369", + "right": "issue:63445", + "accept": false, + "reason": "One is a UI/workflow feature about setting models without retyping an API key; the other is backend auth support for providers with no API key marker." + }, + { + "left": "issue:38673", + "right": "issue:56613", + "accept": false, + "reason": "Related to voice/TTS, but one requests per-agent TTS config and the other adds agent/session switching plus per-agent voice in a talk tab; not the same change." + }, + { + "left": "issue:39920", + "right": "issue:52572", + "accept": false, + "reason": "These are opposite bugs in Feishu tool registration: one says tools are not exposed, the other says they are registered twice." + }, + { + "left": "issue:45311", + "right": "issue:47831", + "accept": false, + "reason": "Both are Slack event-loss reports, but one is a broad zero-inbound-events regression and the other is specifically missing app_mention events." + }, + { + "left": "issue:47592", + "right": "issue:65129", + "accept": true, + "reason": "Same underlying cron bug: the model override is ignored during execution, whether supplied in agentTurn payloads or via --model." + }, + { + "left": "issue:49210", + "right": "issue:55282", + "accept": false, + "reason": "Different chat platforms and different regressions; both drop inbound events, but there is no evidence of a shared code path." + }, + { + "left": "issue:52463", + "right": "issue:68508", + "accept": false, + "reason": "Both are Control UI visibility leaks, but one is system messages appearing in the input box during session compaction and the other is system events leaking into the visible transcript after async exec." + }, + { + "left": "issue:56399", + "right": "issue:56644", + "accept": true, + "reason": "These describe the same Discord gateway crash around health-monitor teardown and max reconnect attempts 0." + }, + { + "left": "issue:48212", + "right": "issue:49395", + "accept": true, + "reason": "Same BlueBubbles webhook bug: POST routes return 404 even though the plugin reports that the webhook is listening." + }, + { + "left": "issue:32983", + "right": "issue:59996", + "accept": true, + "reason": "Same heartbeat model-config bug: the configured model is ignored and a fallback/default is used unless a persisted override exists." + }, + { + "left": "issue:53566", + "right": "issue:62470", + "accept": false, + "reason": "Different Google Vertex model issues: one rejects a model as unknown, the other returns empty replies with thinkingConfig/includeThoughts enabled." + }, + { + "left": "issue:41264", + "right": "issue:51143", + "accept": false, + "reason": "Different integrations and different event types; both are non-default-account failures, but they are not the same bug." + }, + { + "left": "issue:62356", + "right": "issue:71915", + "accept": false, + "reason": "Both involve infinite CPU loops, but one is unknown CLI subcommands and the other is DeepSeek V4 gateway behavior; different triggers and code paths." + }, + { + "left": "issue:52613", + "right": "issue:57334", + "accept": false, + "reason": "Both concern archived/reset/deleted session files, but they affect different components (usage dashboard vs memory-core indexer) and are not the same defect." + }, + { + "left": "issue:52842", + "right": "issue:55080", + "accept": true, + "reason": "Same breaking change: stringEnum was removed from plugin-sdk exports / not re-exported from plugin-sdk/index.js." + }, + { + "left": "issue:40352", + "right": "issue:67988", + "accept": false, + "reason": "Both are model dropdown UI bugs, but one is stale selection after config reload and the other is alias/key vs display-name rendering." + }, + { + "left": "issue:45032", + "right": "issue:45178", + "accept": true, + "reason": "Same macOS LaunchAgent restart-state bug: a gateway restart leaves the service in a not loaded / not installed state." + }, + { + "left": "issue:46008", + "right": "issue:49354", + "accept": false, + "reason": "Both are openclaw devices-list problems, but one is generic and the other is profile-specific gateway-closed/handshake-timeout behavior; not enough to treat as the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative overall. The summary correctly characterizes the cluster as heterogeneous with a handful of strong duplicate pairs, and the accepted pairs look mergeable as single bugfixes based on the titles/symptoms. The rejected soft edges also stay cautious and avoid conflating related-but-distinct failures." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 166, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:36056", + "issue:37623", + "issue:40480", + "issue:41539", + "issue:44550", + "issue:45222", + "issue:45363", + "issue:46462", + "issue:47949", + "issue:49530", + "issue:49853", + "issue:50534", + "issue:50966", + "issue:52424", + "issue:53415", + "issue:53751", + "issue:57242", + "issue:58302", + "issue:61149", + "issue:61179", + "issue:62430", + "issue:62699", + "issue:62868", + "issue:62886", + "issue:63027", + "issue:63776", + 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The accepted soft edges mostly cluster around clearly related titles (cron model/sessionTarget overrides, Feishu token fetch, Control UI raw/form rendering, WhatsApp listener wiring, and Discord WebSocket crash handling), while the rejects avoid forcing duplicates across weaker matches. 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The only strong duplicate-looking pairs are around cron model overrides, skills auto-discovery, and a shared global prompt/bootstrap feature; the rest differ by channel, UI surface, or failure mode.", + "confidence": 0.77, + "canonical_issue_reason": "issue:33577 is the clearest concrete bug in the set: it has a near-identical duplicate in 61879 about isolated cron/agentTurn ignoring model overrides, making it a strong canonical anchor.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33577 is the most actionable representative of the strongest duplicate subgroup; its scope is tight and the overlap with 61879 is direct.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54560", + "right": "issue:62711", + "accept": false, + "reason": "Both are messaging-channel bugs, but one is Telegram polling on Windows and the other is Signal intake; different adapters and failure modes." + }, + { + "left": "issue:58523", + "right": "issue:63027", + "accept": false, + "reason": "Different channels and symptoms: Slack multi-workspace inbound DM routing vs Discord duplicate replies." + }, + { + "left": "issue:33577", + "right": "issue:61879", + "accept": true, + "reason": "Same isolated-cron/model-override code path: both say agentTurn/cron execution ignores the intended model override and falls back to the wrong model." + }, + { + "left": "issue:43797", + "right": "issue:64549", + "accept": false, + "reason": "Unrelated subsystems: sandbox pruning workspace cleanup vs memorySearch auto-indexing new markdown files." + }, + { + "left": "issue:38884", + "right": "issue:67081", + "accept": false, + "reason": "Both are webchat message-display issues, but one is queued-message thread rendering and the other is immediate post-send display timing; not clearly the same bug." + }, + { + "left": "issue:45697", + "right": "issue:48096", + "accept": false, + "reason": "Both involve UI state sync, but one is the session selector and the other is the model dropdown/provider rewrite; too different to treat as one bug." + }, + { + "left": "issue:23014", + "right": "issue:37868", + "accept": false, + "reason": "Both request audio support, but for different platforms (Telegram vs Feishu) and different message types." + }, + { + "left": "issue:30818", + "right": "issue:53934", + "accept": false, + "reason": "Different web UI problems: pasted images not reaching backend vs URL text corruption." + }, + { + "left": "issue:48069", + "right": "issue:48266", + "accept": true, + "reason": "Same skills-discovery problem: both say skills under ~/.openclaw/skills and related locations are not auto-loaded/discovered." + }, + { + "left": "issue:44370", + "right": "issue:50345", + "accept": false, + "reason": "Both mention thinking/embedded runs, but one is compaction corrupting blocks while the other is an announce-time Anthropic block error; not the same concrete defect." + }, + { + "left": "issue:35219", + "right": "issue:63389", + "accept": false, + "reason": "Separate config-schema/documentation mismatches for different channels and flags (Discord vs Slack)." + }, + { + "left": "issue:45999", + "right": "issue:62844", + "accept": false, + "reason": "Both are Telegram-related, but one is a [object Object] regression after model config change and the other is a generic loader/config-read bug; insufficient evidence they share the same root cause." + }, + { + "left": "issue:53404", + "right": "issue:72698", + "accept": true, + "reason": "Same feature request family: a shared global prompt/bootstrap prompt applied across all agents." + }, + { + "left": "issue:55834", + "right": "issue:58045", + "accept": false, + "reason": "Both concern model fallback, but the reported blockers differ (auth-profile cooldown vs LiveSessionModelSwitchError) and may not be the same fix." + }, + { + "left": "issue:32933", + "right": "issue:68980", + "accept": false, + "reason": "Different exec/gateway failures: losing a command result on timeout vs spawn taskkill ENOENT crashing the gateway." + }, + { + "left": "issue:43284", + "right": "issue:60293", + "accept": false, + "reason": "One is a UI truncation problem for long exec commands; 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I only see three true duplicate pairs: Windows ESM path failures, doctor/config pruning, and provider cooldown leakage.", + "confidence": 0.81, + "canonical_issue_reason": "No single cluster-wide canonical stands out because the items are heterogeneous; the strongest true-duplicate thread is the Windows ESM path failure pair.", + "canonical_pr_reason": null, + "best_issue_reason": "If a single issue must represent the set, 72231 is the clearest individual report because it names the concrete Windows C:\\ / ESM failure path that 72573 repeats. It is still only representative of one mini-thread, not the whole cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72231", + "right": "issue:72573", + "accept": true, + "reason": "Same Windows ESM URL-scheme/path bug in lazy plugin loading; the titles describe the same concrete failure path." + }, + { + "left": "issue:65210", + "right": "issue:71622", + "accept": false, + "reason": "Different bugs: config/token usage validation and auto-compression vs browser auto-launch failure." + }, + { + "left": "issue:44619", + "right": "issue:44707", + "accept": false, + "reason": "Both are real-time UI update complaints, but one is general WebChat updates and the other is Feishu live updates after WS reconnect; not clearly the same code-path." + }, + { + "left": "issue:64070", + "right": "issue:70213", + "accept": false, + "reason": "Unrelated problems: missing bundled runtime dependency on ARM64 vs Matrix recovery-key device recovery failure." + }, + { + "left": "issue:45504", + "right": "issue:46583", + "accept": false, + "reason": "Both mention loopback/device control, but one is devices list/approve failing while the other is re-pairing/permission behavior; too different to treat as the same bug." + }, + { + "left": "issue:32967", + "right": "issue:64704", + "accept": false, + "reason": "Both are package availability issues, but they concern different packages and failure contexts (npm 404 vs npm/ClawHub not found)." + }, + { + "left": "issue:34582", + "right": "issue:59107", + "accept": false, + "reason": "WhatsApp inbound message visibility is not the same as proactive outbound delivery failing under degraded socket conditions." + }, + { + "left": "issue:35793", + "right": "issue:53547", + "accept": false, + "reason": "Different file-loading problems: reading the wrong workdir files vs bootstrap files not loading from workspace." + }, + { + "left": "issue:41209", + "right": "issue:63422", + "accept": false, + "reason": "Tool validation/file read-write breakage after upgrade is a different failure from sub-agent exec tool calls breaking after upgrade." + }, + { + "left": "issue:61043", + "right": "issue:64655", + "accept": false, + "reason": "Feature requests for auto-created agents and sending images are unrelated." + }, + { + "left": "issue:65990", + "right": "issue:66097", + "accept": false, + "reason": "Both are browser/CDP status issues, but one is managed Chrome websocket reachability after start and the other is a false 'not running' report for attachOnly/custom profiles." + }, + { + "left": "issue:44368", + "right": "issue:53686", + "accept": false, + "reason": "Telegram inbound polling being killed by large media is different from outbound API calls failing while inbound polling works." + }, + { + "left": "issue:45182", + "right": "issue:48297", + "accept": false, + "reason": "Browser status timeout and CLI websocket handshake/signature failure are different code paths." + }, + { + "left": "issue:50659", + "right": "issue:69631", + "accept": true, + "reason": "Same doctor/config-pruning bug: unrecognized/custom config data is being removed or stripped during --fix." + }, + { + "left": "issue:52603", + "right": "issue:66637", + "accept": false, + "reason": "Telegram model-support errors for direct sessions are unrelated to macOS browser proxy remote-mode failures." + }, + { + "left": "issue:53233", + "right": "issue:55834", + "accept": true, + "reason": "Same underlying cooldown-leak bug: a provider cooldown is incorrectly affecting independent fallback providers/models." + }, + { + "left": "issue:41753", + "right": "issue:71536", + "accept": false, + "reason": "Telegram inbound DM delivery failure is unrelated to restart-command authorization failure." + }, + { + "left": "issue:30314", + "right": "issue:67687", + "accept": false, + "reason": "Both are Feishu group-message related, but one is cron announce delivery and the other is inbound session routing/requireMention behavior." + }, + { + "left": "issue:39522", + "right": "issue:54253", + "accept": false, + "reason": "Browser start failure and RISC-V LLM request failure are different issues." + }, + { + "left": "issue:60309", + "right": "issue:69837", + "accept": false, + "reason": "Both mention grammy, but one is a missing package.json dependency and the other is a bundled runtime/update failure; not enough to treat as the same bug." + }, + { + "left": "issue:37027", + "right": "issue:50891", + "accept": false, + "reason": "Both involve session-memory hooks, but the triggering lifecycle events differ (archive/delete vs idle/daily reset), so they are not clearly the same defect." + }, + { + "left": "issue:40739", + "right": "issue:66094", + "accept": false, + "reason": "Web-search provider selection/API-key handling is unrelated to ModelRegistry latency." + }, + { + "left": "issue:47512", + "right": "issue:64499", + "accept": false, + "reason": "Linux executable-path approval denial and macOS missing system.run.prepare are different platform-specific exec issues." + }, + { + "left": "issue:48465", + "right": "issue:59770", + "accept": false, + "reason": "Generic channel discoverability for message tools is not the same as Feishu specifically being unknown to the message tool." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge pairs are all supported by the issue titles with conservative reasoning. The rejected pairs are also framed cautiously, and the cluster-level summary appropriately avoids forcing a single canonical issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 318, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:31260", + "issue:33119", + "issue:33468", + "issue:33880", + "issue:34381", + "issue:34610", + "issue:38665", + "issue:40812", + "issue:41358", + "issue:41491", + "issue:41539", + "issue:44690", + "issue:45889", + "issue:46112", + "issue:46683", + "issue:46736", + "issue:47381", + "issue:49343", + "issue:49934", + "issue:50489", + "issue:51123", + "issue:54689", + "issue:55482", + "issue:55677", + "issue:55987", + "issue:56087", + "issue:56237", + "issue:57145", + "issue:57158", + "issue:58307", + "issue:59502", + "issue:59882", + "issue:63896", + "issue:64361", + "issue:64533", + "issue:64976", + "issue:65089", + "issue:66633", + "issue:66860", + "issue:67114", + "issue:67257", + "issue:67517", + "issue:67724", + "issue:68120", + "issue:68475", + "issue:68508", + "issue:70025", + "issue:70458" + ], + "soft_pairs": [ + "issue:51123|issue:56237", + "issue:46683|issue:67724", + "issue:47381|issue:58307", + "issue:59882|issue:64361", + "issue:38665|issue:41358", + "issue:45889|issue:57158", + "issue:66860|issue:67257", + "issue:50489|issue:64976", + "issue:44690|issue:46736", + "issue:66633|issue:67517", + "issue:33468|issue:56087", + "issue:55987|issue:68120", + "issue:33880|issue:49343", + "issue:40812|issue:41539", + "issue:54689|issue:55677", + "issue:41491|issue:59502", + "issue:31260|issue:55482", + "issue:33119|issue:49934", + "issue:34381|issue:34610", + "issue:46112|issue:67114", + "issue:57145|issue:68475", + "issue:65089|issue:70025", + "issue:68508|issue:70458", + "issue:63896|issue:64533" + ], + "prepared_review_unit_hash": "ad8446ad3ec344a8f4173081c2523be25bfb794b690835c200aae3a66cecf4e4", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35382, + "estimated_input_tokens": 8846, + "estimated_eval_tokens": 17948 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous cluster with several true duplicate pairs in distinct bug families: Control UI device-auth validation, cron model overrides, interactive reply dispatch, WhatsApp group gating, async-exec system-message leakage, and TTS media-path blocking. Most other soft pairs are related-topic false positives rather than the same underlying bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 40812 is the clearest, most actionable representative of a real duplicate pair: it has a precise regression description, version scope, and a direct twin in 41539.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 40812 is the best overall representative issue for this cluster because it is concrete, narrowly scoped, and maps cleanly to a true duplicate; the rest of the cluster is too mixed to serve as a better canonical anchor.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51123", + "right": "issue:56237", + "accept": false, + "reason": "Both are image-related, but one is MiniMax VLM analysis API 400s and the other is image_generate reference-image resolution override rejection; different code paths and failure modes." + }, + { + "left": "issue:46683", + "right": "issue:67724", + "accept": true, + "reason": "Both describe the same interactive reply/button dispatch bug: clicks are received but not routed to agent sessions." + }, + { + "left": "issue:47381", + "right": "issue:58307", + "accept": true, + "reason": "Same cron model-override regression; both say the job/payload model is ignored and falls back to the agent default." + }, + { + "left": "issue:59882", + "right": "issue:64361", + "accept": false, + "reason": "Both involve exec security/pairing, but one is 'ask: always' on loopback gateway and the other is config parsing forcing security=deny; related area, not the same concrete bug." + }, + { + "left": "issue:38665", + "right": "issue:41358", + "accept": false, + "reason": "Unrelated feature requests: copy button for code blocks vs hidden-tool execution configuration in WebChat." + }, + { + "left": "issue:45889", + "right": "issue:57158", + "accept": false, + "reason": "Both are browser timeouts, but one is macOS profile/session detection and the other is act/click timing out after open/snapshot; different failure surfaces." + }, + { + "left": "issue:66860", + "right": "issue:67257", + "accept": false, + "reason": "Gateway restart recovery pruning vs Telegram plugin export/loading failure are separate startup/recovery problems." + }, + { + "left": "issue:50489", + "right": "issue:64976", + "accept": false, + "reason": "WhatsApp listener missing during delivery vs cron NO_REPLY handling; different message-delivery bugs." + }, + { + "left": "issue:44690", + "right": "issue:46736", + "accept": false, + "reason": "Cross-channel duplicate delivery routing vs WebChat message injection; different symptoms and likely different root causes." + }, + { + "left": "issue:66633", + "right": "issue:67517", + "accept": false, + "reason": "Both mention Cloudflare/OpenAI-provider trouble, but one is hard 403s after upgrade and the other is HTML misclassified as rate_limit/DNS; not the same bug." + }, + { + "left": "issue:33468", + "right": "issue:56087", + "accept": false, + "reason": "Different errors: Google Chat startup crash vs unknown error with multiple mac profiles." + }, + { + "left": "issue:55987", + "right": "issue:68120", + "accept": false, + "reason": "Browser request UNAVAILABLE and OpenRouter empty assistant messages are unrelated subsystems with different failure modes." + }, + { + "left": "issue:33880", + "right": "issue:49343", + "accept": true, + "reason": "Same WhatsApp group-gating issue: group messages are being dropped / not spawning sessions despite open policy." + }, + { + "left": "issue:40812", + "right": "issue:41539", + "accept": true, + "reason": "Exact same Control UI device-auth regression: the disable flag is ignored during WebSocket/device validation." + }, + { + "left": "issue:54689", + "right": "issue:55677", + "accept": false, + "reason": "Telegram file-sending regression is unrelated to the mac browser script-execution bug." + }, + { + "left": "issue:41491", + "right": "issue:59502", + "accept": false, + "reason": "Both mention Groq/STT transcription, but one is WhatsApp audio pipeline and the other is Telegram DMs; too channel-specific to treat as the same bug." + }, + { + "left": "issue:31260", + "right": "issue:55482", + "accept": false, + "reason": "Both are status/health false-negatives, but they affect different bots and endpoints (Discord offline vs Telegram running:false)." + }, + { + "left": "issue:33119", + "right": "issue:49934", + "accept": false, + "reason": "Image attachment rendering in WebChat is unrelated to Control UI language mixing." + }, + { + "left": "issue:34381", + "right": "issue:34610", + "accept": false, + "reason": "Agent bindings disappearing after restart is not the same as gateway update/versioning plus restart-notification/browser-tab cleanup issues." + }, + { + "left": "issue:46112", + "right": "issue:67114", + "accept": false, + "reason": "CLI stop/restart hangs and status/health stalls on Windows are both lifecycle hangs, but not the same concrete command path or root cause." + }, + { + "left": "issue:57145", + "right": "issue:68475", + "accept": false, + "reason": "Duplicate delivery on QQBot delivery-mirror and duplicate file delivery on Discord MEDIA are different channel-specific duplication bugs." + }, + { + "left": "issue:65089", + "right": "issue:70025", + "accept": false, + "reason": "Plugin ESM export mismatch and plugin dependency leak preventing Gateway startup are distinct plugin-loading failures." + }, + { + "left": "issue:68508", + "right": "issue:70458", + "accept": true, + "reason": "Same async-exec transcript leak: internal/system completion messages become visible to users in Control UI/WebChat." + }, + { + "left": "issue:63896", + "right": "issue:64533", + "accept": true, + "reason": "Same TTS audio-path regression family: generated audio is blocked/dropped by media-path allowlist/normalization handling." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The accepted soft pairs all have strong title-level alignment, and the rejected pairs are generally differentiated appropriately. The canonical anchor choice for issue 40812 is reasonable, with 41539 as a close title match." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 319, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:23014", + "issue:29670", + "issue:31303", + "issue:34008", + "issue:34656", + "issue:34830", + "issue:36090", + "issue:36270", + "issue:36439", + "issue:38884", + "issue:39506", + "issue:39799", + "issue:40469", + "issue:41126", + "issue:41539", + "issue:42191", + "issue:42437", + "issue:43850", + "issue:44153", + "issue:44730", + "issue:44823", + "issue:45277", + "issue:45962", + "issue:47746", + "issue:48554", + "issue:49686", + "issue:53628", + "issue:53953", + "issue:54381", + "issue:56136", + "issue:56478", + "issue:57961", + "issue:58235", + "issue:58258", + "issue:58457", + "issue:59624", + "issue:60457", + "issue:61414", + "issue:62170", + "issue:62173", + "issue:62418", + "issue:64049", + "issue:64497", + "issue:65571", + "issue:66682", + "issue:68057", + "issue:68760", + "issue:70637" + ], + "soft_pairs": [ + "issue:38884|issue:62418", + "issue:41126|issue:45277", + "issue:53953|issue:62170", + "issue:29670|issue:41539", + "issue:34830|issue:36270", + "issue:43850|issue:44730", + "issue:57961|issue:58258", + "issue:31303|issue:36090", + "issue:36439|issue:39799", + "issue:48554|issue:62173", + "issue:54381|issue:64049", + "issue:61414|issue:68760", + "issue:56478|issue:64497", + "issue:40469|issue:53628", + "issue:60457|issue:70637", + "issue:34008|issue:58235", + "issue:45962|issue:47746", + "issue:66682|issue:68057", + "issue:23014|issue:42437", + "issue:34656|issue:58457", + "issue:39506|issue:49686", + "issue:42191|issue:44823", + "issue:44153|issue:56136", + "issue:59624|issue:65571" + ], + "prepared_review_unit_hash": "96e7a8ee79fb5317212fc38482afbe75ceb819c2c30ffc6eb3d3d6d9a6f37b5e", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 34794, + "estimated_input_tokens": 8699, + "estimated_eval_tokens": 17654 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": null, + "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": 378, + "review_unit_index": 320, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:10741", + "issue:30341", + "issue:30923", + "issue:34387", + "issue:36982", + "issue:37553", + "issue:38054", + "issue:39651", + "issue:41986", + "issue:41996", + "issue:42448", + "issue:42533", + "issue:43119", + "issue:43680", + "issue:44461", + "issue:45064", + "issue:45413", + "issue:45504", + "issue:48343", + "issue:51130", + "issue:51545", + "issue:51904", + "issue:53443", + "issue:53480", + "issue:54284", + "issue:54430", + "issue:54978", + "issue:55178", + "issue:55606", + "issue:55608", + "issue:55931", + "issue:57399", + "issue:57403", + "issue:57999", + "issue:63761", + "issue:64251", + "issue:64282", + "issue:65693", + "issue:67415", + "issue:68249", + "issue:68992", + "issue:69985", + "issue:70458", + "issue:70537", + "issue:70919", + "issue:71167", + "issue:71821", + "issue:71846" + ], + "soft_pairs": [ + "issue:42448|issue:44461", + "issue:36982|issue:57399", + "issue:37553|issue:70919", + "issue:38054|issue:39651", + "issue:41986|issue:48343", + "issue:51904|issue:55608", + "issue:68249|issue:71167", + "issue:71821|issue:71846", + "issue:54978|issue:70537", + "issue:43119|issue:69985", + "issue:34387|issue:64282", + "issue:57999|issue:65693", + "issue:42533|issue:67415", + "issue:43680|issue:51545", + "issue:45064|issue:55606", + "issue:68992|issue:70458", + "issue:30341|issue:57403", + "issue:45413|issue:55931", + "issue:53480|issue:54284", + "issue:45504|issue:53443", + "issue:30923|issue:64251", + "issue:41996|issue:54430", + "issue:55178|issue:63761", + "issue:10741|issue:51130" + ], + "prepared_review_unit_hash": "13d598ddff506db93817fe14f70f4de4a370c8d0172cd6a7db46e144fa0f956a", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "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 cluster is highly heterogeneous: gateway crashes, OAuth refresh, UI rendering, model config, audio/voice, Feishu/QQBot/Discord integrations, memory leaks, and several unrelated feature requests. The soft pairs are mostly text-similarity matches on broad subsystem language, not the same concrete bug.", + "confidence": 0.95, + "canonical_issue_reason": "No single issue cleanly represents this set; the items span many unrelated bugs and features, so there is no true canonical issue for the cluster.", + "canonical_pr_reason": "No pull requests are present in the cluster.", + "best_issue_reason": "No issue is a strong global representative because the cluster is not semantically coherent; if forced, a detailed recent blocker like issue:71846 is well-described, but it is not a canonical fit for the whole set.", + "best_pr_reason": "No pull requests are present in the cluster.", + "soft_edge_verdicts": [ + { + "left": "issue:42448", + "right": "issue:44461", + "accept": false, + "reason": "Both are Feishu/QQBot send failures, but they target different channels and different missing fields (receive_id_type vs to mapping)." + }, + { + "left": "issue:36982", + "right": "issue:57399", + "accept": false, + "reason": "Both concern OAuth refresh, but one is Qwen and the other openai-codex; different provider flows and failure modes." + }, + { + "left": "issue:37553", + "right": "issue:70919", + "accept": false, + "reason": "Both are feature requests about keyword-based behavior, but one is bot reply routing by @mention and the other is model switching by keywords." + }, + { + "left": "issue:38054", + "right": "issue:39651", + "accept": false, + "reason": "Different symptoms and scope: Windows installer crash versus a Chinese-language report of the app not working." + }, + { + "left": "issue:41986", + "right": "issue:48343", + "accept": false, + "reason": "Both are usage-stat anomalies, but one is total cost inflation and the other is abnormal input token counts; likely distinct bugs." + }, + { + "left": "issue:51904", + "right": "issue:55608", + "accept": false, + "reason": "Both reference memorySearch config, but one is the memory_search tool using the wrong provider and the other is the CLI ignoring defaults; related area, not the same defect." + }, + { + "left": "issue:68249", + "right": "issue:71167", + "accept": false, + "reason": "Both are plugin runtime-loading problems, but they involve different plugins and different failure points." + }, + { + "left": "issue:71821", + "right": "issue:71846", + "accept": false, + "reason": "Both are Bonjour/CIAO gateway crashes, but one is a crash loop on 2026.4.24 and the other is a WSL2-specific unhandled promise rejection; close but not the same concrete bug." + }, + { + "left": "issue:54978", + "right": "issue:70537", + "accept": false, + "reason": "Both involve tool serialization, but one is general parameter serialization failure and the other is invalid JSON for array fields; too broad to merge." + }, + { + "left": "issue:43119", + "right": "issue:69985", + "accept": false, + "reason": "Different feature requests: per-agent identity metadata versus per-agent compaction overrides." + }, + { + "left": "issue:34387", + "right": "issue:64282", + "accept": false, + "reason": "Unrelated: missing openclaw gateway folder versus a vague 'Can't update' report." + }, + { + "left": "issue:57999", + "right": "issue:65693", + "accept": false, + "reason": "Both involve lost deliveryContext/thread data, but in different spawning paths (group topics vs heartbeat isolated session)." + }, + { + "left": "issue:42533", + "right": "issue:67415", + "accept": false, + "reason": "Both are audio/Talk Mode bugs, but one is silent len=0 capture on multi-channel input and the other is audio dropping when tool calls occur." + }, + { + "left": "issue:43680", + "right": "issue:51545", + "accept": false, + "reason": "Both are model-override issues, but one is agent.list model config being ignored and the other is sub-agent model override regression; similar area, not clearly the same bug." + }, + { + "left": "issue:45064", + "right": "issue:55606", + "accept": false, + "reason": "Both mention memory leaks/OOM, but one is a broad gateway status/doctor leak and the other is Discord health-monitor stale-socket reconnects." + }, + { + "left": "issue:68992", + "right": "issue:70458", + "accept": false, + "reason": "Both concern async exec system messages in the UI, but one is visible transcript rendering and the other is exposing internal-only completion messages; likely separate UI layers." + }, + { + "left": "issue:30341", + "right": "issue:57403", + "accept": false, + "reason": "Both are timeout/rate-limit fallback problems, but one is Gemini fallback in webchat and the other is Telegram webhook redelivery; not the same code path." + }, + { + "left": "issue:45413", + "right": "issue:55931", + "accept": false, + "reason": "Both are sessions_spawn subagent context bugs, but one is workspace inheritance and the other is sourceChannel propagation; related but distinct." + }, + { + "left": "issue:53480", + "right": "issue:54284", + "accept": false, + "reason": "Both are 2026.3.23 regressions 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I\u2019d anchor the cluster on the Feishu/OpenClaw packaging defect.", + "confidence": 0.68, + "canonical_issue_reason": "issue:62749 is the strongest representative: it has the clearest concrete failure mode, the most discussion/inbound references, and it cleanly captures the install/package regression behind the closest duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62749 is the best issue to keep as the canonical tracker because it is specific, reproducible, and appears to subsume the related missing-dependency report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62749", + "right": "issue:70093", + "accept": true, + "reason": "Same packaging/dependency regression: both point to missing staged/runtime dependencies for the Feishu bundle, with 62749 describing the broader crash symptom." + }, + { + "left": "issue:69811", + "right": "issue:70534", + "accept": false, + "reason": "Both mention dreaming, but the underlying problems differ: missing main-agent assignment vs named-agent session path recognition/fallback." + }, + { + "left": "issue:72479", + "right": "issue:72795", + "accept": false, + "reason": "Same upgrade window, but the reported failures are too broad and unspecific to show the same concrete bug path." + }, + { + "left": "issue:44778", + "right": "issue:62793", + "accept": false, + "reason": "Both are gateway crashes, but they describe different triggers and code paths (Feishu image handling vs subagent listener state)." + }, + { + "left": "issue:31514", + "right": "issue:72641", + "accept": false, + "reason": "Both involve duplicate messages, but one is Slack DM reply tagging and the other is WebChat rendering; different channels and likely different causes." + }, + { + "left": "issue:41753", + "right": "issue:54708", + "accept": false, + "reason": "Telegram delivery failure vs Telegram network-failure message loss are related in topic but not the same bug symptom or path." + }, + { + "left": "issue:46462", + "right": "issue:53365", + "accept": false, + "reason": "Docker bind-address failure and Weixin QR/login temp-dir failure are unrelated." + }, + { + "left": "issue:47434", + "right": "issue:9986", + "accept": false, + "reason": "Both are fallback feature requests, but one is broad autofailover and the other is a specific context-length trigger; not the same change." + }, + { + "left": "issue:57392", + "right": "issue:66142", + "accept": false, + "reason": "Both concern isolated cron sessions, but one is delivery routing and the other is exec-tool execution; different failures." + }, + { + "left": "issue:58691", + "right": "issue:59882", + "accept": false, + "reason": "Exec approval setting regression and pairing-required loopback failure are separate auth/approval bugs." + }, + { + "left": "issue:59521", + "right": "issue:61847", + "accept": false, + "reason": "Unsafe-install propagation and AWS credential discovery are unrelated install/credential issues." + }, + { + "left": "issue:62472", + "right": "issue:68470", + "accept": false, + "reason": "Both concern model/context accounting, but one is persistence across providers and the other is MiniMax token double-counting." + }, + { + "left": "issue:68094", + "right": "issue:72369", + "accept": false, + "reason": "Both involve startup-related messages in chat UI, but the reported artifacts and target UIs differ enough to treat them as separate bugs." + }, + { + "left": "issue:39007", + "right": "issue:60856", + "accept": false, + "reason": "Browser-control WS timeout and Ollama embeddings timeout are unrelated timeout failures." + }, + { + "left": "issue:63915", + "right": "issue:70886", + "accept": false, + "reason": "Same ZAI vision model family, but 'request aborted' and '404' indicate different concrete failure modes without enough evidence of one root cause." + }, + { + "left": "issue:67837", + "right": "issue:69746", + "accept": false, + "reason": "WhatsApp setup trim error and Meta AI chat ingestion are unrelated." + }, + { + "left": "issue:50752", + "right": "issue:64528", + "accept": false, + "reason": "Both are session-memory hook bugs, but stale-session empty file and per-agent workspace isolation are distinct issues." + }, + { + "left": "issue:72330", + "right": "issue:72528", + "accept": true, + "reason": "Both describe the same boot-time ENOTEMPTY failure during runtime-deps/staging rename, just surfaced through different gateway/plugin entry points." + }, + { + "left": "issue:70027", + "right": "issue:70220", + "accept": false, + "reason": "Both relate to npm/package repair, but one is bundled plugin postinstall repair and the other is doctor/install dependency resolution; not the same bug." + }, + { + "left": "issue:34324", + "right": "issue:64971", + "accept": false, + "reason": "Both are cross-channel reply-routing bugs, but one duplicates into Telegram and the other misdelivers Control UI replies to webchat." + }, + { + "left": "issue:37198", + "right": "issue:60110", + "accept": false, + "reason": "Both mention loops, but the cron restart loop and message-delivery loop are different mechanisms." + }, + { + "left": "issue:43119", + "right": "issue:48064", + "accept": false, + "reason": "Identity/avatar support is related, but one is per-agent identity sourcing and the other is a broader UI customization request." + }, + { + "left": "issue:43156", + "right": "issue:50603", + "accept": false, + "reason": "Generic gateway auth vs WS handshake timeout on health/cron.status are not the same defect." + }, + { + "left": "issue:47943", + "right": "issue:51698", + "accept": false, + "reason": "Both are WS handshake timeouts, but they hit different commands/endpoints (logs in WSL2 vs gateway probe) and lack evidence of a shared root cause." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative. The two accepted pairs are well-supported by the titles: 62749/70093 are the same Feishu dependency-staging/install defect, and 72330/72528 both describe the same ENOTEMPTY boot-time staging-rename failure. The remaining non-accepts are appropriately cautious rather than overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 357, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:30844", + "issue:31096", + "issue:31481", + "issue:31570", + "issue:33157", + "issue:33527", + "issue:34134", + "issue:36431", + "issue:38663", + "issue:40352", + "issue:40968", + "issue:41128", + "issue:42671", + "issue:42701", + "issue:43657", + "issue:44414", + "issue:44619", + "issue:44648", + "issue:44672", + "issue:45283", + "issue:45687", + "issue:46457", + "issue:46937", + "issue:47103", + "issue:49116", + "issue:49519", + "issue:50348", + "issue:51144", + "issue:52324", + "issue:54659", + "issue:55087", + "issue:55844", + "issue:56934", + "issue:57268", + "issue:57925", + "issue:58486", + "issue:59969", + "issue:63340", + "issue:63819", + "issue:64251", + "issue:65595", + "issue:67648", + "issue:68875", + "issue:70610", + "issue:70754", + "issue:72040", + "issue:72300" + ], + "soft_pairs": [ + "issue:56934|issue:58486", + "issue:31096|issue:49116", + "issue:36431|issue:44619", + "issue:55087|issue:68875", + "issue:72040|issue:72300", + "issue:30844|issue:64251", + "issue:41128|issue:42701", + "issue:31096|issue:40968", + "issue:47103|issue:51144", + "issue:34134|issue:43657", + "issue:42671|issue:46457", + "issue:31481|issue:33157", + "issue:55844|issue:57925", + "issue:31570|issue:63819", + "issue:40352|issue:70610", + "issue:44414|issue:50348", + "issue:44648|issue:65595", + "issue:44672|issue:59969", + "issue:45283|issue:45687", + "issue:46937|issue:52324", + "issue:49519|issue:54659", + "issue:57268|issue:63340", + "issue:38663|issue:67648", + "issue:33527|issue:70754" + ], + "prepared_review_unit_hash": "91039f13cf02cb398aa3fb05cf4ad5992ba9eaad78dc2b938545e8f7be222138", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 47, + "item_count": 47, + "soft_pair_count": 24, + "serialized_chars": 34523, + "estimated_input_tokens": 8631, + "estimated_eval_tokens": 17518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly a heterogeneous issue cluster with no single dominant theme. I see a few genuine duplicate-style pairs around session-key/accountId collisions, cron session creation, gateway startup channel registration, reasoning-effort handling, and Windows ESM loader crashes; the rest are separate bugs.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 44414 is the clearest representative of one of the strongest duplicate-style bugs in the set: a concrete multi-account/session-key collision with an explicit accountId omission.", + "canonical_pr_reason": null, + "best_issue_reason": "44414 is the best issue to keep as the representative issue because its root cause is specific, well-scoped, and closely mirrored by 50348.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:56934", + "right": "issue:58486", + "accept": false, + "reason": "Both involve Claude/OAuth credentials, but one is a provider header mismatch for Claude Max and the other is credential leakage to non-Anthropic providers; related area, different bug." + }, + { + "left": "issue:31096", + "right": "issue:49116", + "accept": false, + "reason": "Different integrations and failures: Telegram 403 send error vs Feishu cron target defaulting to heartbeat." + }, + { + "left": "issue:36431", + "right": "issue:44619", + "accept": false, + "reason": "Both mention channel routing, but one is TUI traffic mislabeled as webchat and the other is WebChat not receiving updates from other channels; opposite symptoms, different path." + }, + { + "left": "issue:55087", + "right": "issue:68875", + "accept": false, + "reason": "HTTP MCP support vs Pi runtime tool availability are distinct problems in different loading/transport paths." + }, + { + "left": "issue:72040", + "right": "issue:72300", + "accept": true, + "reason": "Both are Windows Node.js loader crashes with the same 'Received protocol c:' ESM URL issue, pointing to the same path/URL handling bug." + }, + { + "left": "issue:30844", + "right": "issue:64251", + "accept": false, + "reason": "Different models and failure modes: hard-routing to openai-codex OAuth vs CLI-backed follow-up-path failure." + }, + { + "left": "issue:41128", + "right": "issue:42701", + "accept": true, + "reason": "Both describe the same isolated cron session creation/delivery regression, with hangs or missing sessions as the common failure." + }, + { + "left": "issue:31096", + "right": "issue:40968", + "accept": false, + "reason": "Telegram message sending 403 and Google Chat undefined/null errors are different channel-specific bugs." + }, + { + "left": "issue:47103", + "right": "issue:51144", + "accept": false, + "reason": "Both mention gateway/CLI startup problems, but the titles point to different failures and likely different root causes." + }, + { + "left": "issue:34134", + "right": "issue:43657", + "accept": false, + "reason": "Both are provider/API-format issues, but one is invalid switching to openai-completions and the other is JSON-wrapped output from a custom API." + }, + { + "left": "issue:42671", + "right": "issue:46457", + "accept": false, + "reason": "Different WhatsApp behaviors: new quoted-reply trigger feature request vs a mention-gating bypass bug." + }, + { + "left": "issue:31481", + "right": "issue:33157", + "accept": false, + "reason": "'Token missing' is too generic here; the web UI redirect bug is a specific backend/frontend token propagation issue, not clearly the same problem." + }, + { + "left": "issue:55844", + "right": "issue:57925", + "accept": true, + "reason": "Both describe gateway startup failing to initialize channels, resulting in empty channel state despite valid configuration." + }, + { + "left": "issue:31570", + "right": "issue:63819", + "accept": false, + "reason": "Command execution regression and stuck-running session state are related to session lifecycle but not the same concrete bug." + }, + { + "left": "issue:40352", + "right": "issue:70610", + "accept": false, + "reason": "Different UI defects: stale selected model after reload vs displaying raw session keys instead of agent names." + }, + { + "left": "issue:44414", + "right": "issue:50348", + "accept": true, + "reason": "Same underlying session-key bug: multi-account bindings fail because accountId is omitted from the key in both Discord and Synology Chat." + }, + { + "left": "issue:44648", + "right": "issue:65595", + "accept": false, + "reason": "Both affect image tool configuration, but one is imageModel selection and the other is provider prefix handling; not the same bug." + }, + { + "left": "issue:44672", + "right": "issue:59969", + "accept": false, + "reason": "Both mention pairing required, but one is macOS upgrade approval and the other is exec approval registration; insufficient evidence of the same root cause." + }, + { + "left": "issue:45283", + "right": "issue:45687", + "accept": false, + "reason": "Both crash the Control UI, but one is session-specific auto-open behavior and the other is oversized conversation history; different triggers and likely different fixes." + }, + { + "left": "issue:46937", + "right": "issue:52324", + "accept": false, + "reason": "Model auto-switch/quota errors and message queue/input buffering are unrelated agent-runtime behaviors." + }, + { + "left": "issue:49519", + "right": "issue:54659", + "accept": false, + "reason": "Different openai-codex provider failures: a runtime ReferenceError versus a 401 scope/authentication error." + }, + { + "left": "issue:57268", + "right": "issue:63340", + "accept": true, + "reason": "Both point to the same reasoning/thinking-level handling bug for reasoning-capable models, with 'none' being sent or treated incorrectly." + }, + { + "left": "issue:38663", + "right": "issue:67648", + "accept": false, + "reason": "Cron sandbox execution and SKILL.md/category-mapping auto-execution are separate automation paths." + }, + { + "left": "issue:33527", + "right": "issue:70754", + "accept": false, + "reason": "Both concern tools/schema visibility, but one is a reporting mismatch and the other is browser tool injection in sandboxed embedded sessions; not the same concrete bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analysis is well grounded in the packet and stays conservative on the ambiguous pairs. The accepted pairs are supported by clearly shared failure modes in the titles/body summaries, and the rejected pairs avoid overclaiming across only loosely related symptoms. 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The rest share broad themes at most, but not the same concrete bug or change.", + "confidence": 0.78, + "canonical_issue_reason": "No single canonical issue for the whole set. If one representative is needed, issue 58599 is the best canonical for the edit-tool duplicate because it explains the underlying schema/implementation mismatch rather than just the failing validation symptom.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58599 is the strongest canonical candidate among the actual duplicate pair because it describes the root cause clearly and would subsume 57973\u2019s regression report. For the Discord pair, 42178 is the more specific report, but it is a separate duplicate subcluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48219", + "right": "issue:57675", + "accept": false, + "reason": "Both are Telegram/macOS reports, but one is an abort/connectivity failure and the other is a deactivated_workspace error; different failure modes and likely different causes." + }, + { + "left": "issue:56525", + "right": "issue:60228", + "accept": false, + "reason": "Unrelated features: browser viewport configuration vs provider apiKey environment-variable expansion." + }, + { + "left": "issue:64352", + "right": "issue:65297", + "accept": false, + "reason": "Both involve media sending, but they affect different channels and symptoms (WhatsApp text-only media regression vs Telegram image upload delivering no media)." + }, + { + "left": "issue:41790", + "right": "issue:59739", + "accept": false, + "reason": "Related session-routing area, but different feature requests with different scopes: any channel session as main session vs routing specific group chats to the main agent." + }, + { + "left": "issue:32651", + "right": "issue:42178", + "accept": true, + "reason": "Same underlying Discord gateway problem: slow processing in the listener/message path leads to WebSocket disconnects/1006 drops and gateway crash." + }, + { + "left": "issue:38256", + "right": "issue:46091", + "accept": false, + "reason": "Both touch model naming/selection, but one is a docs/runtime format mismatch for NVIDIA NIM and the other is a UI suggestion bug requiring provider/model format." + }, + { + "left": "issue:54435", + "right": "issue:68674", + "accept": false, + "reason": "Both mention main session behavior, but one is an API/dashboard listing bug and the other is dreaming/session creation only for the main agent." + }, + { + "left": "issue:57973", + "right": "issue:58599", + "accept": true, + "reason": "Same edit-tool bug: schema and implementation disagree on the edits format, causing validation failures and 100% edit-tool breakage." + }, + { + "left": "issue:66978", + "right": "issue:72080", + "accept": false, + "reason": "Both are about child sessions completing badly, but one is a sessions_spawn timeout with missing completion payload and the other is ACP child sessions ending with stopReason=stop/usage=0; not the same concrete bug." + }, + { + "left": "issue:20935", + "right": "issue:40986", + "accept": false, + "reason": "Both mention memory/session concepts, but audit logging for memory changes is unrelated to sharing memory across sessions." + }, + { + "left": "issue:39522", + "right": "issue:47103", + "accept": false, + "reason": "Different startup failures in different commands/features; the shared 'gateway closed' wording is too generic to indicate the same bug." + }, + { + "left": "issue:41251", + "right": "issue:49035", + "accept": false, + "reason": "Both are gateway restart issues, but one is launchd unload/reload behavior and the other is stale lock-file recovery; different root causes." + }, + { + "left": "issue:50679", + "right": "issue:62386", + "accept": false, + "reason": "One is a navigation UX request after sending a message; the other is a chat rendering/display bug. Not the same issue." + }, + { + "left": "issue:55203", + "right": "issue:57057", + "accept": false, + "reason": "Both concern model/provider compatibility, but one is OpenAI Responses API support for custom models and the other is Perplexity API support; different changes." + }, + { + "left": "issue:50070", + "right": "issue:53560", + "accept": false, + "reason": "Different restart/signaling environments and failures: launchd KeepAlive after SIGTERM vs systemd auto-restart after SIGUSR1." + }, + { + "left": "issue:39620", + "right": "issue:40551", + "accept": false, + "reason": "Completely different regressions: token usage reporting vs Windows/pnpm gateway dashboard 404 after upgrade." + }, + { + "left": "issue:53708", + "right": "issue:71199", + "accept": false, + "reason": "Both are model-capability exposure issues, but image-tool/provider registration and adaptive-thinking support are distinct capabilities and fixes." + }, + { + "left": "issue:64169", + "right": "issue:64984", + "accept": false, + "reason": "Both involve MCP subprocess cleanup, but one is accumulation when spawning new sessions and the other is cleanup on gateway reconnect; related area, not the same concrete bug." + }, + { + "left": "issue:48168", + "right": "issue:51274", + "accept": false, + "reason": "Both mention timeouts on slow systems, but one is websocket handshake timeout and the other is CLI handshake timeout; different paths and likely different fixes." + }, + { + "left": "issue:41739", + "right": "issue:52615", + "accept": false, + "reason": "Telegram reply routing vs Discord ID escaping are unrelated bugs." + }, + { + "left": "issue:25663", + "right": "issue:53815", + "accept": false, + "reason": "Session inactivity 401 and WhatsApp reconnect/update stalling are different UI/backend failures." + }, + { + "left": "issue:34582", + "right": "issue:35476", + "accept": false, + "reason": "Unrelated channel delivery bug vs /model selection UI bug." + }, + { + "left": "issue:38124", + "right": "issue:63776", + "accept": false, + "reason": "Both mention pairing required, but one is node-host pairing state and pending nodes, while the other is sessions_spawn failing due to pairing; not the same underlying bug." + }, + { + "left": "issue:39187", + "right": "issue:65177", + "accept": false, + "reason": "Both are upgrade/migration reports, but one is a broad feature regression after migrating to OpenClaw and the other is a specific Feishu botName-to-name migration bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays conservative overall. The two accepted duplicate pairs are plausibly the same concrete bug, and the rejected pairs are appropriately distinguished by failure mode, feature scope, or environment." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 386, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:19089", + "issue:29487", + "issue:31618", + "issue:32633", + "issue:34324", + "issue:36256", + "issue:38665", + "issue:40255", + "issue:42011", + "issue:42461", + "issue:45835", + "issue:45968", + "issue:47236", + "issue:47650", + "issue:48113", + "issue:48549", + "issue:48614", + "issue:49097", + "issue:49736", + "issue:50485", + "issue:52729", + "issue:53623", + "issue:54689", + "issue:55744", + "issue:56127", + "issue:56934", + "issue:57563", + "issue:57841", + "issue:58538", + "issue:59279", + "issue:59867", + "issue:60250", + "issue:60859", + "issue:62182", + "issue:62839", + "issue:62960", + "issue:64418", + "issue:67357", + "issue:67406", + "issue:67607", + "issue:68578", + "issue:68605", + "issue:70310", + "issue:70984", + "issue:71231", + "issue:71812", + "issue:72202", + "issue:72528" + ], + "soft_pairs": [ + "issue:42011|issue:60250", + "issue:50485|issue:67406", + "issue:56934|issue:57841", + "issue:59279|issue:59867", + "issue:60859|issue:70310", + "issue:71812|issue:72528", + "issue:47650|issue:52729", + "issue:54689|issue:67357", + "issue:64418|issue:68578", + "issue:32633|issue:49097", + "issue:40255|issue:62960", + "issue:42461|issue:57563", + "issue:70984|issue:71231", + "issue:55744|issue:62839", + "issue:29487|issue:67607", + "issue:34324|issue:48549", + "issue:45835|issue:48113", + "issue:45968|issue:72202", + "issue:58538|issue:62182", + "issue:19089|issue:38665", + "issue:31618|issue:53623", + "issue:36256|issue:48614", + "issue:47236|issue:68605", + "issue:49736|issue:56127" + ], + "prepared_review_unit_hash": "a8e735bc43a3fb23c136220ed76335f986cddbdc34ab2c107851c5968fdbcf5b", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "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": null, + "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": 378, + "review_unit_index": 387, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:13911", + "issue:24662", + "issue:26466", + "issue:35058", + "issue:39408", + "issue:40442", + "issue:41226", + "issue:41654", + "issue:44365", + "issue:45123", + "issue:45149", + "issue:45331", + "issue:45513", + "issue:46245", + "issue:48157", + "issue:48461", + "issue:48473", + "issue:49530", + "issue:50326", + "issue:50905", + "issue:51263", + "issue:52265", + "issue:52819", + "issue:53235", + "issue:53425", + "issue:53928", + "issue:53959", + "issue:54417", + "issue:54698", + "issue:55180", + "issue:56559", + "issue:57242", + "issue:57383", + "issue:57622", + "issue:57969", + "issue:59073", + "issue:59215", + "issue:61324", + "issue:62579", + "issue:62944", + "issue:62965", + "issue:63705", + 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Most other pairs only share broad subsystem wording and should stay separate.", + "confidence": 0.66, + "canonical_issue_reason": "Issue 26466 is the most concrete representative of the strongest duplicate-style subcluster: a clear, user-visible channel-output leak with specific behavior and a direct match to 57242.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 26466 is the best overall issue candidate because it is specific, well-scoped, and captures one of the clearest repeated failure modes in the set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50905", + "right": "issue:57622", + "accept": false, + "reason": "Both are Web UI issues, but one is debug-message leakage into chat and the other is auto-scroll behavior. Different bugs, same area only." + }, + { + "left": "issue:41226", + "right": "issue:56559", + "accept": false, + "reason": "Generic behavior bug versus a filesystem read formatting bug; no evidence they are the same underlying defect." + }, + { + "left": "issue:45149", + "right": "issue:62944", + "accept": false, + "reason": "Different tools and symptoms: CLI command invocation failure versus image-tool timeout configuration handling." + }, + { + "left": "issue:45331", + "right": "issue:45513", + "accept": false, + "reason": "Both involve Control UI overlays, but one is a scroll-pill overlay and the other is a warning-overlay/token-count problem." + }, + { + "left": "issue:48461", + "right": "issue:49530", + "accept": false, + "reason": "Both mention handshake timeouts, but they affect different code paths and products (browser command on Windows vs CLI node invoke)." + }, + { + "left": "issue:59215", + "right": "issue:62965", + "accept": false, + "reason": "Gateway auth failure in loopback mode is unrelated to an endless-loop exit problem." + }, + { + "left": "issue:63705", + "right": "issue:63815", + "accept": true, + "reason": "These describe the same root cause: missing qa assets/scenario pack causing completion-cache or plugin-update failures." + }, + { + "left": "issue:40442", + "right": "issue:50326", + "accept": false, + "reason": "Both are Telegram reply issues, but one is replying to deleted messages after reset and the other is group/forum topic reply-to behavior." + }, + { + "left": "issue:57383", + "right": "issue:72207", + "accept": false, + "reason": "Runtime instability after upgrade is not the same bug as onboard freezing and failing to persist the API key." + }, + { + "left": "issue:13911", + "right": "issue:35058", + "accept": true, + "reason": "Both request control over sub-agent announcements in channels/sessions; these look like two phrasings of the same feature request." + }, + { + "left": "issue:45123", + "right": "issue:52265", + "accept": false, + "reason": "Browser startup failure is unrelated to CLI cron/gateway handshake timeouts." + }, + { + "left": "issue:59073", + "right": "issue:62579", + "accept": true, + "reason": "Same QMD collection mismatch: the missing/incorrect memory collection name causes fallback and repair failures across the two reports." + }, + { + "left": "issue:39408", + "right": "issue:64134", + "accept": false, + "reason": "Different Feishu delivery problems: startup greeting not delivered versus TTS voice message not delivered." + }, + { + "left": "issue:26466", + "right": "issue:57242", + "accept": true, + "reason": "Same underlying bug: thinking/reasoning content leaks to channel output when it should be suppressed." + }, + { + "left": "issue:46245", + "right": "issue:48473", + "accept": false, + "reason": "Both are 404 route failures, but they point to different registries and bundle-mismatch causes." + }, + { + "left": "issue:52819", + "right": "issue:64337", + "accept": false, + "reason": "Shared heartbeat terminology is not enough; one is scheduler cycles after restart, the other is agent output delivery not firing." + }, + { + "left": "issue:41654", + "right": "issue:54417", + "accept": false, + "reason": "Opposite symptoms: one leaks subagent errors visibly, the other swallows them and does not surface them." + }, + { + "left": "issue:44365", + "right": "issue:48157", + "accept": false, + "reason": "Different update/install failure modes: prefix override silent failure versus npm EBUSY rename errors." + }, + { + "left": "issue:51263", + "right": "issue:55180", + "accept": false, + "reason": "Both mention the message tool, but one is SecretRef resolution and the other is plugin runtime module resolution." + }, + { + "left": "issue:53928", + "right": "issue:54698", + "accept": false, + "reason": "Different embedded-run failures: Bedrock credential loading versus model fallback chain behavior." + }, + { + "left": "issue:53425", + "right": "issue:53959", + "accept": false, + "reason": "Related release window, but one is an invalid tools-name pattern error and the other is broad tool execution failure; not clearly the same bug." + }, + { + "left": "issue:57969", + "right": "issue:66981", + "accept": false, + "reason": "Different timeouts in different subsystems: MCP request timeout versus browser/gateway timeout." + }, + { + "left": "issue:61324", + "right": "issue:65300", + "accept": false, + "reason": "Both are ACP thread-bound issues, but one is duplicate Discord text and the other is missing threadId on non-native-thread channels." + }, + { + "left": "issue:24662", + "right": "issue:53235", + "accept": false, + "reason": "Both are webchat issues, but one is image paste not reaching the agent and the other is agent messages disappearing from the UI." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, and the accepted soft-edge matches stay within the evidence from the titles. The conservative rejects are also reasonable. One accepted pair (13911/35058) is a close feature-family match rather than a perfect duplicate, but the wording still stays within a cautious interpretation." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 388, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:10005", + "issue:30247", + "issue:30308", + "issue:32200", + "issue:33021", + "issue:33862", + "issue:34008", + "issue:39743", + "issue:41129", + "issue:43148", + "issue:45603", + "issue:46476", + "issue:47965", + "issue:48182", + "issue:48889", + "issue:49354", + "issue:52241", + "issue:52336", + "issue:53247", + "issue:53744", + "issue:54507", + "issue:54696", + "issue:56478", 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"issue:45726", + "right": "issue:53873", + "accept": false, + "reason": "Completely unrelated: Feishu session lock timeout vs a CVE/security-request issue." + }, + { + "left": "issue:47842", + "right": "issue:70171", + "accept": false, + "reason": "No duplicate relationship; one asks about maintainers, the other is a non-bug placeholder-like issue." + }, + { + "left": "issue:63043", + "right": "issue:63225", + "accept": true, + "reason": "Same setup/package-resolution failure; 63225 is the specific missing '@buape/carbon' dependency within the broader onboarding error." + }, + { + "left": "issue:67972", + "right": "issue:72315", + "accept": false, + "reason": "Different installation/runtime problems: npm install failure vs repeated shell popup noise on Windows." + }, + { + "left": "issue:51506", + "right": "issue:51788", + "accept": true, + "reason": "Same model-ID prefixing bug: non-Anthropic IDs are being prefixed with 'anthropic/' in different UIs." + }, + { + "left": "issue:57111", + "right": "issue:57731", + "accept": false, + "reason": "Both mention stale-socket behavior in Discord, but one is a restart crash and the other is dropped connections with delayed/duplicated messages; not clearly the same concrete bug." + }, + { + "left": "issue:66124", + "right": "issue:72107", + "accept": false, + "reason": "Both are schema/config issues, but they affect different fields and validation paths." + }, + { + "left": "issue:34324", + "right": "issue:34377", + "accept": true, + "reason": "Same duplicate-delivery bug: WebChat-originated replies are fanning out to Telegram." + }, + { + "left": "issue:41960", + "right": "issue:56759", + "accept": false, + "reason": "Feature requests about different UI concerns: multi-agent setup vs running status indicator." + }, + { + "left": "issue:51558", + "right": "issue:52144", + "accept": false, + "reason": "Different event-routing problems; one is a WhatsApp Web listener access issue and the other is a hook handler not seeing message:sent." + }, + { + "left": "issue:56496", + "right": "issue:65304", + "accept": false, + "reason": "Different validation failures in different areas/platforms; not the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays grounded in the packet and the soft-edge calls are conservative overall. The accepted pairs are plausibly the same bug clusters from the titles, and the rejected pairs avoid overclaiming when the symptoms diverge. No obvious overstatement or mergeability issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 479, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:30908", + "issue:33263", + "issue:34513", + "issue:36830", + "issue:38457", + "issue:39799", + "issue:40515", + "issue:40563", + "issue:40709", + "issue:41318", + "issue:41358", + "issue:41722", + "issue:42767", + "issue:43383", + "issue:43633", + "issue:44544", + "issue:45035", + "issue:45149", + "issue:46402", + "issue:47200", + "issue:47211", + "issue:48121", + "issue:48665", + "issue:49002", + "issue:50127", + "issue:50480", + "issue:51554", + "issue:53621", + "issue:56970", + "issue:59099", + "issue:59708", + "issue:63026", + "issue:63235", + "issue:63645", + "issue:63816", + "issue:64517", + "issue:65316", + "issue:66090", + "issue:67048", + "issue:67454", + "issue:67610", + "issue:68309", + "issue:68602", + "issue:69646", + "issue:70220", + "issue:70343", + "issue:70590", + "issue:71721" + ], + "soft_pairs": [ + "issue:59099|issue:63645", + "issue:67610|issue:71721", + "issue:48121|issue:50480", + "issue:34513|issue:36830", + "issue:41318|issue:51554", + "issue:41722|issue:45149", + "issue:40563|issue:48665", + "issue:43383|issue:65316", + "issue:30908|issue:40709", + "issue:42767|issue:45035", + "issue:46402|issue:53621", + "issue:47200|issue:68309", + "issue:38457|issue:63026", + "issue:63816|issue:66090", + "issue:33263|issue:47211", + "issue:39799|issue:43633", + "issue:41358|issue:67048", + "issue:41358|issue:68602", + "issue:40515|issue:49002", + "issue:63235|issue:70590", + "issue:59708|issue:64517", + "issue:30908|issue:50127", + "issue:44544|issue:56970", + "issue:67454|issue:69646", + "issue:70220|issue:70343" + ], + "prepared_review_unit_hash": "c6a0a6ae64089446d863103d2c4d638dcb4bf0f565898ccf8dc660ad8d6953cb", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 25, + "serialized_chars": 35638, + "estimated_input_tokens": 8910, + "estimated_eval_tokens": 18076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous issue set with a few likely duplicate pairs around the same concrete symptom (context-window display, assistant-message duplication, channel metadata propagation, and WhatsApp media sending). Most other soft matches are same subsystem but different bugs and should stay separate.", + "confidence": 0.79, + "canonical_issue_reason": "issue:33263 is the strongest overall anchor: it is a concrete, reproducible bug report with the highest inbound reference count and a narrowly defined symptom, while the rest of the set is too mixed to form one true canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:33263 is the best global issue candidate because it is specific, well-scoped, and has the clearest evidence of being a real duplicate magnet; it is the most useful triage reference in this set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59099", + "right": "issue:63645", + "accept": false, + "reason": "One is a browser-extension install/path error; the other is a throughput/response issue. No shared underlying bug." + }, + { + "left": "issue:67610", + "right": "issue:71721", + "accept": false, + "reason": "Both mention sandboxing, but one is backend factory registration and the other is network interface discovery. Different failure paths." + }, + { + "left": "issue:48121", + "right": "issue:50480", + "accept": false, + "reason": "Avatar refresh bug vs WebSocket push failure; related UI area, but not the same concrete defect." + }, + { + "left": "issue:34513", + "right": "issue:36830", + "accept": false, + "reason": "Message rendering stall and keyboard handling regression are different TUI bugs." + }, + { + "left": "issue:41318", + "right": "issue:51554", + "accept": true, + "reason": "Both report the same wrong context-window value being shown in different views, likely from the same model-metadata source." + }, + { + "left": "issue:41722", + "right": "issue:45149", + "accept": false, + "reason": "One is a macOS CLT install failure; the other is a CLI command invocation problem. Not the same bug." + }, + { + "left": "issue:40563", + "right": "issue:48665", + "accept": false, + "reason": "Windows state-directory path bug vs web model-switcher provider-prefix bug; unrelated code paths." + }, + { + "left": "issue:43383", + "right": "issue:65316", + "accept": false, + "reason": "Both are sandbox access issues, but one is about unreadable host skill paths and the other about writable file tools being exposed. Too different to merge." + }, + { + "left": "issue:30908", + "right": "issue:40709", + "accept": false, + "reason": "Duplicate plugin-id warning and permission restriction issues are unrelated." + }, + { + "left": "issue:42767", + "right": "issue:45035", + "accept": false, + "reason": "Task status stuck at running and overflowed conversation window are different symptoms with different fixes." + }, + { + "left": "issue:46402", + "right": "issue:53621", + "accept": true, + "reason": "Both describe missing channel metadata breaking elevated allowFrom resolution in sandboxed sessions; likely the same propagation bug." + }, + { + "left": "issue:47200", + "right": "issue:68309", + "accept": false, + "reason": "Telegram channel breakage with Mistral API is not the same as the mistral-small-thinking complaint." + }, + { + "left": "issue:38457", + "right": "issue:63026", + "accept": false, + "reason": "Slack tool-context channel_id omission and control-panel routing to heartbeat channel are different channel-routing bugs." + }, + { + "left": "issue:63816", + "right": "issue:66090", + "accept": true, + "reason": "Both describe WhatsApp media sending failing/delivering nothing; one is the detailed report of the same bug." + }, + { + "left": "issue:33263", + "right": "issue:47211", + "accept": true, + "reason": "Both are duplicate assistant-reply symptoms in webchat; the more specific transcript-entry explanation fits the same underlying duplication bug." + }, + { + "left": "issue:39799", + "right": "issue:43633", + "accept": false, + "reason": "Synology Chat bindings not taking effect and Feishu account/group peer.kind failures are different integration-specific binding bugs." + }, + { + "left": "issue:41358", + "right": "issue:67048", + "accept": false, + "reason": "Tool-execution hiding UI request and @mention filtering for group bots are unrelated feature requests." + }, + { + "left": "issue:41358", + "right": "issue:68602", + "accept": false, + "reason": "Different feature requests with no shared concrete change." + }, + { + "left": "issue:40515", + "right": "issue:49002", + "accept": false, + "reason": "A link-submission feature request and a model feature request are unrelated." + }, + { + "left": "issue:63235", + "right": "issue:70590", + "accept": false, + "reason": "Generic optimization request vs hard-coded language issue; not the same underlying bug." + }, + { + "left": "issue:59708", + "right": "issue:64517", + "accept": false, + "reason": "Windows exec-approvals settings not respected and multi-agent target matching are distinct approval-system bugs." + }, + { + "left": "issue:30908", + "right": "issue:50127", + "accept": false, + "reason": "Plugin-id duplication on restart and concurrent Feishu binding routing failures do not describe the same defect." + }, + { + "left": "issue:44544", + "right": "issue:56970", + "accept": false, + "reason": "Slack deprecated upload API and Feishu URL/image filtering are separate integration bugs." + }, + { + "left": "issue:67454", + "right": "issue:69646", + "accept": false, + "reason": "Both involve OpenRouter, but one is empty assistant payloads in specific UIs and the other is a provider base-URL error. 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I\u2019d keep the path-guard bug as the best representative issue overall, and I\u2019d only accept the clearest duplicate-style pairs around webchat duplication, rate-limit/fallback leakage, and reasoning_content multi-turn tool calls.", + "confidence": 0.74, + "canonical_issue_reason": "issue:39497 is the most actionable standalone bug report: it names a precise failing code path (read-tool path guard), a concrete invalid rejection of valid /agent/ mount paths, and it is still open.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:39497 is the strongest overall issue candidate because it is specific, reproducible, and narrowly scoped to a concrete sandbox path-check regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31425", + "right": "issue:60447", + "accept": false, + "reason": "Both are about cron edit, but one is a missing persistence of --light-context while the other is an agentTurn/tools permission failure; different bugs." + }, + { + "left": "issue:44426", + "right": "issue:63652", + "accept": false, + "reason": "Both mention memory/doctor status, but one is a false probe-timeout warning and the other is an embeddings-unavailable status mismatch; not the same failure." + }, + { + "left": "issue:55032", + "right": "issue:71167", + "accept": false, + "reason": "Both involve channel integrations loading incorrectly, but Slack/Telegram account loading and WhatsApp plugin register(api) are different code paths and symptoms." + }, + { + "left": "issue:33143", + "right": "issue:37546", + "accept": false, + "reason": "Session-start invalid tool calls and message-ordering conflicts are different runtime failures, even if both happen during session startup." + }, + { + "left": "issue:40275", + "right": "issue:62839", + "accept": false, + "reason": "Both touch openclaw/systemd, but one is restart/status inconsistency and the other is HTTP_PROXY persistence breaking Feishu; different bugs." + }, + { + "left": "issue:53233", + "right": "issue:54060", + "accept": true, + "reason": "Both describe rate-limit state leaking into fallback handling, producing an error even though an alternate provider/model succeeds." + }, + { + "left": "issue:71294", + "right": "issue:71403", + "accept": false, + "reason": "These both concern context-size metadata, but one is a 200k fallback bug in codex55 sessions and the other is a metadata clarification for gpt-5.5; not the same change." + }, + { + "left": "issue:63771", + "right": "issue:72345", + "accept": false, + "reason": "Both are voicecall port issues, but one is a double-bind EADDRINUSE regression and the other is a webhook-port ownership conflict; not one concrete bug." + }, + { + "left": "issue:32369", + "right": "issue:41174", + "accept": false, + "reason": "Retyping an API key when setting models and suggesting a different API on limit are unrelated feature requests." + }, + { + "left": "issue:35860", + "right": "issue:71785", + "accept": true, + "reason": "Both report duplicate assistant/webchat messages, with the later report sounding like the same duplication bug after an update." + }, + { + "left": "issue:41644", + "right": "issue:68147", + "accept": false, + "reason": "One is a 400 image-input error on text-only prompts; the other is a model-selection UI limitation. 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these look like the same concrete change/bug fix." + }, + { + "left": "issue:46014", + "right": "issue:49730", + "accept": true, + "reason": "Same loopback-probe bug: false missing operator.read due to dropped loopback identity, reported again in the stable release." + }, + { + "left": "issue:47563", + "right": "issue:53955", + "accept": false, + "reason": "macOS sharp build failure and QMD memory index regression are unrelated." + }, + { + "left": "issue:48063", + "right": "issue:52440", + "accept": false, + "reason": "Both concern gateway restarts, but one is forced-drain respawn failure with embedded runs and the other is ACP sessions killed by SIGUSR1 restart." + }, + { + "left": "issue:50161", + "right": "issue:69820", + "accept": false, + "reason": "Both mention SecretRefs, but one is doctor/exec snapshot validation and the other is Slack outbound reply resolution." + }, + { + "left": "issue:50747", + "right": "issue:65000", + "accept": true, + "reason": "Same subagent completion delivery problem: parent session misses completion and the newer report asks for durability across retry/reconnect gaps." + }, + { + "left": "issue:51012", + "right": "issue:52768", + "accept": true, + "reason": "Same WhatsApp listener-state bug: 'No active listener' despite connected state, with relink/send failures and session drop in both reports." + }, + { + "left": "issue:53926", + "right": "issue:69332", + "accept": false, + "reason": "Linux secrets environment-file setup and AWS EC2 one-line install failure are unrelated." + }, + { + "left": "issue:55036", + "right": "issue:70622", + "accept": false, + "reason": "Discord commentary persistence on restart is unrelated to assistant turns repeating terminated state after tool errors." + }, + { + "left": "issue:56478", + "right": "issue:63042", + "accept": false, + "reason": "Both mention isolated cron sessions, but one is a WeChat send failure and the other is auth setup documentation/setup path." + }, + { + "left": "issue:56591", + "right": "issue:70777", + "accept": false, + "reason": "Both are path/cwd related, but one is Windows read-tool path doubling after session regeneration and the other is wrong initial cwd reading the wrong AGENTS.md." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet and appropriately conservative. The rejected pairs mostly do read as distinct issues, and the accepted pairs are plausible duplicates of the same concrete bug path (Slack mention suppression, loopback probe identity, subagent completion delivery, WhatsApp listener state). No unsupported cluster-wide canonical claim is made. 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+ "issue:29116", + "issue:33856", + "issue:34092", + "issue:34230", + "issue:35763", + "issue:41285", + "issue:41474", + "issue:41581", + "issue:41771", + "issue:43233", + "issue:43255", + "issue:44574", + "issue:45918", + "issue:46113", + "issue:46897", + "issue:47236", + "issue:47515", + "issue:49734", + "issue:50229", + "issue:50486", + "issue:51541", + "issue:51593", + "issue:51794", + "issue:53649", + "issue:54938", + "issue:57434", + "issue:57660", + "issue:58306", + "issue:58361", + "issue:58415", + "issue:59265", + "issue:59549", + "issue:61573", + "issue:62868", + "issue:62921", + "issue:63035", + "issue:63173", + "issue:63178", + "issue:63937", + "issue:64984", + "issue:65565", + "issue:66934", + "issue:68632", + "issue:69594", + "issue:69715", + "issue:69800", + "issue:69935", + "issue:70270" + ], + "soft_pairs": [ + "issue:63937|issue:68632", + "issue:43233|issue:57660", + "issue:46113|issue:47515", + "issue:34092|issue:59265", + "issue:41771|issue:58361", + "issue:49734|issue:66934", + "issue:50486|issue:59549", + "issue:51541|issue:51794", + "issue:54938|issue:69715", + "issue:41285|issue:45918", + "issue:29116|issue:43255", + "issue:33856|issue:41581", + "issue:35763|issue:50229", + "issue:46897|issue:57434", + "issue:47236|issue:69594", + "issue:58415|issue:65565", + "issue:61573|issue:63178", + "issue:62868|issue:69935", + "issue:64984|issue:70270", + "issue:44574|issue:63035", + "issue:58306|issue:69800", + "issue:51593|issue:63173", + "issue:34230|issue:41474", + "issue:53649|issue:62921" + ], + "prepared_review_unit_hash": "53415b412437a8b73f237dc6ef3e34df8b3719712bea8d2c6c0c453def5faed8", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "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 not a duplicate set: it spans many unrelated bugs/features across Telegram, pairing, cron, UI, plugin loading, restart behavior, and gateway/WS issues. No soft edge looks like the same underlying defect.", + "confidence": 0.98, + "canonical_issue_reason": "No single canonical issue fits: the items are heterogeneous and describe different code paths and symptoms, so any issue chosen would misrepresent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "None of the issues is a strong global representative because the cluster lacks a shared root cause; the safest triage is to leave them separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63937", + "right": "issue:68632", + "accept": false, + "reason": "Both involve SecretRef/plugin loading, but one is Slack plugin register-time resolution crashing the CLI while the other is agents list failing on a non-default install; different failure points and symptoms." + }, + { + "left": "issue:43233", + "right": "issue:57660", + "accept": false, + "reason": "Both mention Telegram polling stalls, but one is a restart forced after a long gap and the other is an overly aggressive detector causing delivery failures; related subsystem, not clearly the same bug." + }, + { + "left": "issue:46113", + "right": "issue:47515", + "accept": false, + "reason": "Different problems: Feishu topic routing regex only matching numeric topic IDs versus Telegram announce delivery dropping threadId." + }, + { + "left": "issue:34092", + "right": "issue:59265", + "accept": false, + "reason": "A Windows chat copy-button failure is not the same as agents working invisibly in chat; different UI actions and code paths." + }, + { + "left": "issue:41771", + "right": "issue:58361", + "accept": false, + "reason": "One is an image compression configuration feature request, the other is image upload support in WebChat; both are image-related but not the same change." + }, + { + "left": "issue:49734", + "right": "issue:66934", + "accept": false, + "reason": "Different UI bugs: an image disappearing in Control UI during AI response versus the sender label showing the wrong name in Webchat." + }, + { + "left": "issue:50486", + "right": "issue:59549", + "accept": false, + "reason": "Both concern config loading/provenance, but one is env expansion causing token mismatch and gateway probe timeout, while the other is a provenance warning not clearing despite correct plugin settings." + }, + { + "left": "issue:51541", + "right": "issue:51794", + "accept": false, + "reason": "Separate secret-loading bugs: Gemini API key not loaded from .env versus Discord token secretref-env not working." + }, + { + "left": "issue:54938", + "right": "issue:69715", + "accept": false, + "reason": "Both mention restart and skills snapshots, but one is snapshot invalidation on /restart or gateway restart, while the other is newly added skills being hidden after restart; not enough evidence they are the same defect." + }, + { + "left": "issue:41285", + "right": "issue:45918", + "accept": false, + "reason": "Error 4008 is a generic connection/session issue, while the other is a node list command failing because the gateway closed; different reported behavior and likely different causes." + }, + { + "left": "issue:29116", + "right": "issue:43255", + "accept": false, + "reason": "A restart sentinel wake-delivery bug is unrelated to cron --force enqueueing without execution and missing runs entries." + }, + { + "left": "issue:33856", + "right": "issue:41581", + "accept": false, + "reason": "Different message-streaming problems: disappearing streaming messages in a DM versus regressed choppy partial streaming in Telegram DMs." + }, + { + "left": "issue:35763", + "right": "issue:50229", + "accept": false, + "reason": "Both are pairing-related, but one is loopback auto-approval conflicting with docs, while the other is Android unreleased build stuck on pairing required despite gateway approval; not the same concrete bug." + }, + { + "left": "issue:46897", + "right": "issue:57434", + "accept": false, + "reason": "Different scope errors in different connectors: operator.read on macOS local loopback versus operator.write on DingTalk gateway API." + }, + { + "left": "issue:47236", + "right": "issue:69594", + "accept": false, + "reason": "One is /compact succeeding without UI compaction, the other is cron delivery status claiming delivered when nothing was sent; different features and failure modes." + }, + { + "left": "issue:58415", + "right": "issue:65565", + "accept": false, + "reason": "WS connect fallback to HTTP is unrelated to dashboard default-agent config validation/defaultId issues." + }, + { + "left": "issue:61573", + "right": "issue:63178", + "accept": false, + "reason": "Both involve persisted model state, but one caches a fallback model in sessions.json for cron sessions, while the other loses per-session /model override after compaction/fallback; not the same path." + }, + { + "left": "issue:62868", + "right": "issue:69935", + "accept": false, + "reason": "One is a missing channel.setup.js reference in the bundled Telegram plugin after npm global install; the other is update verification failing on backup files in dist." + }, + { + "left": "issue:64984", + "right": "issue:70270", + "accept": false, + "reason": "Different resource leaks: MCP subprocess cleanup on gateway reconnect versus Chrome renderer processes leaking in web_fetch." + }, + { + "left": "issue:44574", + "right": "issue:63035", + "accept": false, + "reason": "Both are persistence/serialization issues, but one is WS node pairing auto-approved yet not persisted in device-auth.json, while the other is JSON.stringify dropping UUID keys from pending.json and breaking device pairing; different data structures and symptoms." + }, + { + "left": "issue:58306", + "right": "issue:69800", + "accept": false, + "reason": "Both involve KeepAlive and restart behavior, but one is a process storm when the port is not released before restart, while the other is a silent zombie after WS close 1012 that never reconnects." + }, + { + "left": "issue:51593", + "right": "issue:63173", + "accept": false, + "reason": "Different model/provider failures: duplicated tool call IDs in WhatsApp group chats versus an infinite loop in the Kimi Code provider." + }, + { + "left": "issue:34230", + "right": "issue:41474", + "accept": false, + "reason": "A missing visible macOS window after launch is unrelated to configuration loss after reinstalling the macOS companion app." + }, + { + "left": "issue:53649", + "right": "issue:62921", + "accept": false, + "reason": "Both concern upgrade/plugin path issues, but one is doctor --fix not repairing invalid plugins.load.paths entries, while the other is a missing src/channel.setup.js file in the Telegram extension." + } + ] + }, + "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": 378, + "review_unit_index": 786, + "review_unit_count": 1122, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:32868", + "issue:33043", + "issue:35859", + "issue:36431", + "issue:37661", + "issue:39194", + "issue:40547", + "issue:40691", + "issue:40907", + "issue:42205", + "issue:42372", + "issue:42839", + "issue:43009", + "issue:44638", + "issue:48079", + "issue:50583", + "issue:51084", + "issue:51177", + "issue:51189", + "issue:51611", + "issue:51851", + "issue:54661", + "issue:54682", + "issue:54855", + "issue:55019", + "issue:55572", + "issue:56588", + "issue:57669", + "issue:58569", + "issue:59933", + "issue:63854", + "issue:65193", + "issue:66288", + "issue:66370", + "issue:66702", + "issue:66965", + "issue:67092", + "issue:67308", + "issue:67414", + "issue:67896", + "issue:69042", + "issue:69296", + "issue:69653", + "issue:69673", + "issue:70610", + "issue:70785", + "issue:71664", + "issue:7359" + ], + "soft_pairs": [ + "issue:51189|issue:69653", + "issue:66702|issue:67414", + "issue:33043|issue:39194", + "issue:35859|issue:36431", + "issue:40547|issue:54855", + "issue:42205|issue:43009", + "issue:44638|issue:7359", + "issue:50583|issue:70785", + "issue:51084|issue:65193", + "issue:51851|issue:58569", + "issue:54661|issue:70610", + "issue:55019|issue:67092", + "issue:57669|issue:67308", + "issue:63854|issue:66965", + "issue:48079|issue:67896", + "issue:32868|issue:40907", + "issue:37661|issue:71664", + "issue:69042|issue:69296", + "issue:40691|issue:51611", + "issue:42372|issue:59933", + "issue:42839|issue:69673", + "issue:51177|issue:55572", + "issue:54682|issue:56588", + "issue:66288|issue:66370" + ], + "prepared_review_unit_hash": "61d61b688c305882982c8295c4d3d6cba867115b47bb1149b7f9eac16600ca9e", + "component_budget": { + "node_count": 9009, + "item_count": 9009, + "soft_pair_count": 27200, + "serialized_chars": 14753077, + "estimated_input_tokens": 3688270, + "estimated_eval_tokens": 7376796 + }, + "budget": { + "node_count": 48, + "item_count": 48, + "soft_pair_count": 24, + "serialized_chars": 35279, + "estimated_input_tokens": 8820, + "estimated_eval_tokens": 17896 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "Mostly heterogeneous bug reports with many soft false positives. I only see two clear duplicate subclusters: streaming delivery timing (32868/40907) and WhatsApp messageTimeoutMs configurability (63854/66965).", + "confidence": 0.88, + "canonical_issue_reason": "No single issue cleanly represents the full set; if a representative is needed, 40907 is the broadest statement of the streaming-delivery bug and subsumes 32868 more cleanly than vice versa.", + "canonical_pr_reason": null, + "best_issue_reason": "40907 is the best global representative for the true duplicate subcluster because it describes the underlying async streaming behavior more generally, while 32868 is a narrower same-channel/block-streaming symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51189", + "right": "issue:69653", + "accept": false, + "reason": "Both are channel-triggered failures, but one is Feishu agent_end/auto-capture and the other is Telegram inboundAudio ASR/TTS detection; different bugs." + }, + { + "left": "issue:66702", + "right": "issue:67414", + "accept": false, + "reason": "Both involve images, but one is vision-context contamination and the other is blank previews/reprocessing on history load." + }, + { + "left": "issue:33043", + "right": "issue:39194", + "accept": false, + "reason": "Both mention TTS duplication/truncation, but they are different platforms and different failure modes." + }, + { + "left": "issue:35859", + "right": "issue:36431", + "accept": false, + "reason": "Both are routing bugs, but WebChat being forwarded to Telegram is not the same as TUI sessions being misclassified as webchat." + }, + { + "left": "issue:40547", + "right": "issue:54855", + "accept": false, + "reason": "Both touch exec approvals, but one is conflicting permission state and the other is missing channel/sourceChannel on resolve." + }, + { + "left": "issue:42205", + "right": "issue:43009", + "accept": false, + "reason": "Version display vs context-token display are unrelated UI bugs." + }, + { + "left": "issue:44638", + "right": "issue:7359", + "accept": false, + "reason": "Both are Slack context/session issues, but one is thread bootstrap and the other is own-channel visibility from DMs." + }, + { + "left": "issue:50583", + "right": "issue:70785", + "accept": false, + "reason": "Feature requests in the same area, but not the same model-support change." + }, + { + "left": "issue:51084", + "right": "issue:65193", + "accept": false, + "reason": "Feishu document access and cron runningAtMs crash are unrelated." + }, + { + "left": "issue:51851", + "right": "issue:58569", + "accept": false, + "reason": "Both are webchat refresh/streaming symptoms, but one is a /new UI hang and the other is long-running task delivery with WS fallback HTTP 500." + }, + { + "left": "issue:54661", + "right": "issue:70610", + "accept": false, + "reason": "Both involve display names, but one is overwritten by system event content and the other shows a raw session key." + }, + { + "left": "issue:55019", + "right": "issue:67092", + "accept": false, + "reason": "Both involve malformed assistant text, but one is provider-failure delivery corruption and the other is stray leakage." + }, + { + "left": "issue:57669", + "right": "issue:67308", + "accept": false, + "reason": "Unrelated problems." + }, + { + "left": "issue:63854", + "right": "issue:66965", + "accept": true, + "reason": "Same WhatsApp timeout configurability bug: both ask to expose messageTimeoutMs because the hardcoded idle timeout is causing reconnect/errors." + }, + { + "left": "issue:48079", + "right": "issue:67896", + "accept": false, + "reason": "LINE webhook 404 on Windows and exec tool 'No result provided' are unrelated." + }, + { + "left": "issue:32868", + "right": "issue:40907", + "accept": true, + "reason": "Same streaming-delivery issue: replies are being held until tool/run completion instead of being sent immediately on the channel." + }, + { + "left": "issue:37661", + "right": "issue:71664", + "accept": false, + "reason": "One is an LLM repetition loop; the other is block-stream delivery timing on WhatsApp." + }, + { + "left": "issue:69042", + "right": "issue:69296", + "accept": false, + "reason": "Different regressions: admin-command slowness with Telegram vs ACP client hangs." + }, + { + "left": "issue:40691", + "right": "issue:51611", + "accept": false, + "reason": "Credential selection by accountId and feishu_update_doc parameter formatting are separate bugs." + }, + { + "left": "issue:42372", + "right": "issue:59933", + "accept": false, + "reason": "Auto TTS delivery failure and sessions_list group-session visibility do not share the same root cause." + }, + { + "left": "issue:42839", + "right": "issue:69673", + "accept": false, + "reason": "Windows auth-header failure and Brave Search auth-header requirement are unrelated." + }, + { + "left": "issue:51177", + "right": "issue:55572", + "accept": false, + "reason": "Unrelated model-provider features." + }, + { + "left": "issue:54682", + "right": "issue:56588", + "accept": false, + "reason": "Both are Discord reconnect problems, but one is silent reconnect failure and the other is a gateway crash from zero max reconnect attempts; too different to merge." + }, + { + "left": "issue:66288", + "right": "issue:66370", + "accept": false, + "reason": "Both involve uploaded images, but one says the agent does not receive image content while the other says the image reaches the model and only disappears from the UI/history." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet and stays conservative. The two accepted pairs are well-supported by the titles alone: 32868/40907 are the same streaming-delivery timing bug, and 63854/66965 are the same WhatsApp messageTimeoutMs configurability bug. The rejected soft pairs are mostly appropriately distinguished by channel/platform or failure mode, and the summary does not overclaim broader duplication beyond what is evidenced." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 787, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:17317", + "issue:23353", + "issue:29506", + "issue:30152", + "issue:30303", + "issue:31293", + "issue:33476", + "issue:35262", + "issue:35632", + "issue:38694", + "issue:40605", + "issue:40818", + "issue:43857", + "issue:44898", + "issue:44993", + "issue:45084", + "issue:45607", + "issue:47019", + "issue:48878", + "issue:49271", + "issue:50942", + "issue:52763", + "issue:53386", + "issue:54698", + "issue:54762", + "issue:57141", + "issue:57669", + "issue:57941", + "issue:58772", + "issue:59402", + "issue:60036", + "issue:60217", + "issue:60672", + "issue:62059", + "issue:62748", + "issue:62749", + "issue:64524", + "issue:65558", + "issue:65742", + "issue:65840", + "issue:66292", + "issue:67038", + "issue:67228", + "issue:68940", + "issue:69973", + "issue:72830", + "issue:73298" + ], + "soft_pairs": [ + "issue:44898|issue:47019", + "issue:65558|issue:73298", + "issue:23353|issue:35262", + "issue:30152|issue:64524", + "issue:33476|issue:57941", + "issue:54762|issue:60036", + "issue:57669|issue:60672", + "issue:58772|issue:60217", + "issue:68940|issue:69973", + "issue:52763|issue:53386", + "issue:30303|issue:67228", + "issue:38694|issue:66292", + "issue:40605|issue:57141", + "issue:44993|issue:50942", + "issue:49271|issue:54698", + "issue:62059|issue:72830", + "issue:62748|issue:67038", + "issue:62749|issue:67038", + 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Same ecosystem, not same bug." + }, + { + "left": "issue:54351", + "right": "issue:68021", + "accept": false, + "reason": "Both involve images in WebChat/Control UI, but one is paste-specific and the other is upload/request-path failure; insufficient evidence of one underlying bug." + }, + { + "left": "issue:60988", + "right": "issue:63463", + "accept": false, + "reason": "MiniMax OAuth 404 and MLX routing/model-not-found are unrelated provider-specific failures." + }, + { + "left": "issue:60994", + "right": "issue:69350", + "accept": false, + "reason": "Both are model connectivity issues, but one is LAN fetch failure for local servers and the other is OpenRouter empty responses; different code paths." + }, + { + "left": "issue:45849", + "right": "issue:66817", + "accept": true, + "reason": "Both describe the same session-collapsing/legacy main-agent DM state problem in the Control UI, just from different angles." + }, + { + "left": "issue:64729", + "right": "issue:68352", + "accept": true, + "reason": "Same plugin allowlist mismatch/lookup problem: stale or non-matching plugin IDs produce misleading warnings/errors." + }, + { + "left": "issue:45647", + "right": "issue:56588", + "accept": false, + "reason": "Orphaned channels-login processes and Discord reconnect crash are both Discord-related, but they are different failures and different fixes." + }, + { + "left": "issue:43287", + "right": "issue:64244", + "accept": false, + "reason": "Different bypass bugs in different tools: browser relay-aware HTTP API vs MiniMax image tool routing." + }, + { + "left": "issue:55807", + "right": "issue:62699", + "accept": false, + "reason": "Both touch ACP/session behavior, but one is a Discord-visible thread rendering issue and the other is session recovery/queue-owner failure; not the same bug." + }, + { + "left": "issue:37705", + "right": "issue:39768", + "accept": false, + "reason": "Gateway label-length launch failure vs MCP tool failure are unrelated." + }, + { + "left": "issue:39038", + "right": "issue:41627", + "accept": false, + "reason": "Windows PATH startup/connectivity issue and a Linux SSH/local-file workflow question are not the same problem." + }, + { + "left": "issue:41845", + "right": "issue:67335", + "accept": true, + "reason": "Both report the same macOS launchd/LaunchAgent recovery failure after stop/restart, with service removal and re-bootstrap/doctor recovery symptoms." + }, + { + "left": "issue:44915", + "right": "issue:48778", + "accept": false, + "reason": "Both are interruption/stop features, but one is a global emergency stop and the other is in-channel preemptive interruption; related but not identical." + }, + { + "left": "issue:50035", + "right": "issue:52014", + "accept": false, + "reason": "Restart-race failure after SIGTERM and config-reload crash-loop on node-host pairing are different gateway failures." + }, + { + "left": "issue:62396", + "right": "issue:62515", + "accept": false, + "reason": "General config validation failure vs a specific timezone schema/docs mismatch; not the same bug." + }, + { + "left": "issue:49260", + "right": "issue:62706", + "accept": false, + "reason": "Discord ID validation mismatch and Chrome MCP flag conflict are unrelated." + }, + { + "left": "issue:40550", + "right": "issue:54861", + "accept": true, + "reason": "Same macOS launchd/service-re-registration failure family: the service is removed and the gateway cannot recover/start again." + }, + { + "left": "issue:16440", + "right": "issue:32725", + "accept": false, + "reason": "Terminal Chat feature request and NetBird support request are unrelated." + }, + { + "left": "issue:16910", + "right": "issue:52538", + "accept": false, + "reason": "Blank feature placeholders with no evidence of a shared underlying request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet, the chosen canonical issue (#54861) is well-supported by the macOS launchd recovery cluster, and the accepted soft-edge pairs are phrased conservatively. 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Only a few pairs look like true duplicates: macOS LaunchAgent restart failures, model-fallback config support, and Bonjour crash-loop reports. The rest are only loosely related at subsystem level and should stay separate.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 41315 is the clearest representative of the strongest duplicate subcluster: it describes the macOS LaunchAgent restart failure directly and matches 41845 closely.", + "canonical_pr_reason": null, + "best_issue_reason": "41315 is the best global issue candidate because it is concrete, high-signal, and the closest thing to a true cluster center; it also lines up cleanly with 41845.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31442", + "right": "issue:63982", + "accept": false, + "reason": "Unrelated bugs; one is an installation/version report, the other is an empty/placeholder issue." + }, + { + "left": "issue:34921", + "right": "issue:42993", + "accept": false, + "reason": "Different Telegram features: persistent keyboard/buttons vs user interrupt during long tasks." + }, + { + "left": "issue:37401", + "right": "issue:8892", + "accept": false, + "reason": "Workspace .env auto-loading and TUI agent selection are separate feature requests." + }, + { + "left": "issue:55058", + "right": "issue:65327", + "accept": false, + "reason": "Both touch URL/SSRF policy, but they apply to different tools and use cases." + }, + { + "left": "issue:60846", + "right": "issue:69281", + "accept": false, + "reason": "Different cron-status bugs: skipped-job alerting vs false not-delivered status for delivery.mode none." + }, + { + "left": "issue:58646", + "right": "issue:59424", + "accept": false, + "reason": "Both involve external CDP profiles, but one is session persistence between commands while the other is tab registration/snapshot lookup." + }, + { + "left": "issue:64599", + "right": "issue:65550", + "accept": false, + "reason": "Unrelated domains: Light Sleep confidence output vs memory-core runaway loop." + }, + { + "left": "issue:39805", + "right": "issue:55654", + "accept": false, + "reason": "Feishu sheet reading and Bitable delete-record are different plugin capabilities." + }, + { + "left": "issue:41310", + "right": "issue:67793", + "accept": false, + "reason": "Both involve message handling, but duplicated streaming messages and collect-mode batching are not the same bug." + }, + { + "left": "issue:41315", + "right": "issue:41845", + "accept": true, + "reason": "Same macOS LaunchAgent restart/stop-unload failure: restart leaves the service unloaded and requires reinstall/install+restart as a workaround." + }, + { + "left": "issue:44340", + "right": "issue:58045", + "accept": false, + "reason": "Related to model fallback, but one is Telegram streaming dropping output mid-fallback and the other is a model-switch error blocking fallback." + }, + { + "left": "issue:45857", + "right": "issue:68194", + "accept": false, + "reason": "Different channel backends and symptoms: Slack Socket Mode inbound drops vs Matrix sync stream stall." + }, + { + "left": "issue:47434", + "right": "issue:66232", + "accept": true, + "reason": "Same underlying model-fallback/autofailover feature work; 66232 is the concrete config-shape change that fits the broader request." + }, + { + "left": "issue:50428", + "right": "issue:61250", + "accept": false, + "reason": "Both are WhatsApp listener issues, but one is missed inbound messages from stale-socket restarts and the other is outbound failure after CLI login." + }, + { + "left": "issue:51511", + "right": "issue:56507", + "accept": false, + "reason": "Cursor agent hijack and control-UI compression summary visibility are different user-facing bugs." + }, + { + "left": "issue:59901", + "right": "issue:70839", + "accept": false, + "reason": "Both are packaging/runtime load problems, but they affect different modules and failure modes." + }, + { + "left": "issue:66510", + "right": "issue:66901", + "accept": false, + "reason": "Both are typing/reading indicator glitches, but the contexts and triggers differ." + }, + { + "left": "issue:66608", + "right": "issue:67220", + "accept": false, + "reason": "Different provider-specific failures: Z.ai aborts vs OpenAI SDK baseUrl /v1 mismatch." + }, + { + "left": "issue:72089", + "right": "issue:72420", + "accept": true, + "reason": "Same Bonjour crash-loop family: multicast/probing cancellation rejection leading to gateway crashes on affected hosts." + }, + { + "left": "issue:44492", + "right": "issue:51887", + "accept": false, + "reason": "Telegram routing loss under load and gateway-client permission loss are separate issues." + }, + { + "left": "issue:42080", + "right": "issue:45878", + "accept": false, + "reason": "Different Telegram target-resolution bugs: provider fan-out to unconfigured channels vs group:topic recipient parsing." + }, + { + "left": "issue:45750", + "right": "issue:49726", + "accept": false, + "reason": "Both mention gateway-load failures, but cron RPC/WebSocket close failures and operator handshake timeouts are not the same concrete bug." + }, + { + "left": "issue:64186", + "right": "issue:68522", + "accept": false, + "reason": "Different provider-routing failures: local Ollama CLI fallback vs DNS lookup failure for the provider endpoint." + }, + { + "left": "issue:66822", + "right": "issue:67478", + "accept": false, + "reason": "Concurrency throttling being ignored is unrelated to the root-running guard/crash-loop problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and appropriately conservative overall. The positive verdicts are plausible from the titles alone, especially 41315/41845 and 72089/72420. The 47434/66232 pairing is a bit broader, but still defensible as the same model-fallback feature area rather than an unrelated bug, so I don\u2019t see an overclaim that warrants rejection." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 1, + "component_count": 378, + "review_unit_index": 1040, + "review_unit_count": 1122, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6711-9009", + "nodes": [ + "issue:16910", + "issue:20934", + "issue:23451", + "issue:25929", + "issue:30202", + "issue:30316", + "issue:30988", + "issue:34986", + "issue:38784", + "issue:39466", + "issue:42538", + "issue:44093", + "issue:44101", + "issue:44509", + "issue:46832", + "issue:46917", + "issue:47123", + "issue:49180", + "issue:49484", + "issue:49791", + "issue:50780", + 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different root causes." + }, + { + "left": "issue:55063", + "right": "issue:66334", + "accept": true, + "reason": "Both describe the same underlying session model override persistence bug: a session-level model_change/override survives and silently overrides the agent primary model." + }, + { + "left": "issue:59060", + "right": "issue:63747", + "accept": false, + "reason": "Tool-result history errors in Kimi K2.5 are not the same as embedded-agent JSON parse errors on Windows." + }, + { + "left": "issue:70964", + "right": "issue:71098", + "accept": false, + "reason": "Both mention browser launch failure, but one is Gemini CLI OAuth hanging and the other is dashboard browser open failure on Windows; too different to merge." + }, + { + "left": "issue:32936", + "right": "issue:69597", + "accept": false, + "reason": "Completely different bugs: template parsing/context overflow vs post-tool-execution session abort." + }, + { + "left": "issue:45221", + "right": "issue:57623", + "accept": false, + "reason": "Both mention stale override/state, but one is image-model selection and the other is context-window lookup on gateway path; 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The two accepted pairs are well supported by the issue titles, and the rejections avoid over-merging same-subsystem but distinct failures. 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They are not duplicates and should not be merged.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #10142 is the better canonical representative if one must be chosen: it is open, has broader discussion/inbound references, and concerns a distinct internal lifecycle hook request.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #10142 is the best overall issue candidate because it is open, more general, and appears to be the more active request; #12867 is closed and targets a different event.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:10142", + "right": "issue:12867", + "accept": false, + "reason": "Different hook concepts and code paths: session end lifecycle vs incoming message receive preprocessing. Similar broad theme, but not the same underlying feature change." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-10740-10", + "nodes": [ + "issue:10740", + "issue:13499", + "issue:29087", + "issue:34372", + "issue:47666", + "issue:51456", + "issue:53321", + "issue:53330", + "issue:53331", + "issue:58758" + ], + "soft_pairs": [ + "issue:10740|issue:13499", + "issue:10740|issue:29087", + "issue:13499|issue:29087", + "issue:29087|issue:53321", + "issue:29087|issue:53330", + "issue:34372|issue:47666", + "issue:47666|issue:53331", + "issue:47666|issue:58758", + "issue:51456|issue:53331", + "issue:53330|issue:53331", + "issue:53331|issue:58758" + ], + "prepared_review_unit_hash": "44271642f32a467b3fc3e99207c0652304b4b39ee8aef741fd48a416f90bef90", + "component_budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 11, + "serialized_chars": 9607, + "estimated_input_tokens": 2402, + "estimated_eval_tokens": 5060 + }, + "budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 11, + "serialized_chars": 9607, + "estimated_input_tokens": 2402, + "estimated_eval_tokens": 5060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is mostly a family of related but distinct context-window/compaction UX feature requests. The only clear duplicate pair is the auto-session-split request: 53321 and 53330. The notification, idle-aware compaction, auto-ack, and cancel/undo items are adjacent ideas but not the same change.", + "confidence": 0.84, + "canonical_issue_reason": "issue:53321 is the best canonical issue: it is the open, current tracker for the concrete auto-session-split-at-context-limit behavior, and issue:53330 is a near-identical duplicate/older variant of the same request.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53321 is the strongest representative for the cluster because it is open, specific, and matches the only explicit duplicate relationship in the set; the other items are related but materially different features.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:10740", + "right": "issue:13499", + "accept": false, + "reason": "Both mention context thresholds, but one is auto-compact and the other is auto-spawn; different behaviors, not the same feature." + }, + { + "left": "issue:10740", + "right": "issue:29087", + "accept": false, + "reason": "Both are about compaction, but 29087 is specifically idle-aware/downtime-driven auto-compaction, which is a different trigger and scope." + }, + { + "left": "issue:13499", + "right": "issue:29087", + "accept": false, + "reason": "Auto-spawn at threshold is not the same underlying change as idle-aware auto-compaction." + }, + { + "left": "issue:29087", + "right": "issue:53321", + "accept": false, + "reason": "Compacting during agent downtime is a distinct idea from auto session split when approaching the limit." + }, + { + "left": "issue:29087", + "right": "issue:53330", + "accept": false, + "reason": "Different feature intent: idle-aware compaction versus automatic session splitting at context limit." + }, + { + "left": "issue:34372", + "right": "issue:47666", + "accept": false, + "reason": "Both involve compaction-related messaging, but one is a user notification and the other is an active-channel status/typing indicator; too different to merge as one change." + }, + { + "left": "issue:47666", + "right": "issue:58758", + "accept": false, + "reason": "A typing indicator/status during compaction is not the same as a config option for compaction-only notifications." + }, + { + "left": "issue:51456", + "right": "issue:53331", + "accept": false, + "reason": "Cancel/undo for incoming messages is unrelated to auto-acknowledging during compaction." + }, + { + "left": "issue:53330", + "right": "issue:53331", + "accept": false, + "reason": "Auto session splitting and auto-acknowledgment during compaction are different code paths and user-facing behaviors." + }, + { + "left": "issue:53331", + "right": "issue:58758", + "accept": false, + "reason": "Auto-ack during compaction is not the same change as adding a notification configuration option." + }, + { + "left": "issue:53321", + "right": "issue:53330", + "accept": true, + "reason": "Near-identical titles and explicit duplicate_reference; both describe the same auto-session-split-at-context-limit request." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-11025-3", + "nodes": [ + "issue:11025", + "issue:12838", + "issue:13517" + ], + "soft_pairs": [ + "issue:11025|issue:12838", + "issue:12838|issue:13517" + ], + "prepared_review_unit_hash": "e853f71ad93f3e95f4416f1e937bb86a30cb59ebce03a1b49dc75d20502fad31", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2482, + "estimated_input_tokens": 621, + "estimated_eval_tokens": 1498 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2482, + "estimated_input_tokens": 621, + "estimated_eval_tokens": 1498 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Issues 11025 and 12838 are duplicates around automatically resizing/compressing oversized images before model/API submission; 13517 is a different request about omitting images from Slack history context.", + "confidence": 0.88, + "canonical_issue_reason": "12838 is the broadest and cleanest statement of the shared image-size handling request, so it best represents the duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "12838 best captures the underlying fix without being tied to one specific limit/error wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:11025", + "right": "issue:12838", + "accept": true, + "reason": "Both ask for automatic image downscaling/compression before submission to avoid oversized-image failures; same underlying change." + }, + { + "left": "issue:12838", + "right": "issue:13517", + "accept": false, + "reason": "Different goals: one resizes images before LLM submission, the other excludes images from Slack message history context. Not the same change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 11025 and 12838 both request automatic image downsizing/compression before submission to avoid size-limit failures, while 13517 is about excluding images from Slack history context and is a different feature. The soft-edge verdicts are conservative, and nothing is overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 5, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-8495-2", + "nodes": [ + "issue:11489", + "issue:8495" + ], + "soft_pairs": [ + "issue:11489|issue:8495" + ], + "prepared_review_unit_hash": "14fbfdd2386910fb806620f328d27531fd90974848375990c3465b38172987dc", + "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": "Related but distinct feature requests about group onboarding/permission handling; they do not describe the same underlying change, so the soft duplicate edge should be rejected.", + "confidence": 0.89, + "canonical_issue_reason": "No clear canonical duplicate: 11489 is about pairing-flow behavior for unconfigured groups, while 8495 is about allowlist enforcement and join-time webhook/auto-leave behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "11489 is the better cluster representative because it is a cleaner, user-facing feature request centered on the pairing flow; 8495 is a separate allowlist/webhook behavior request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:11489", + "right": "issue:8495", + "accept": false, + "reason": "Different requested outcomes: notify owner + read-only mode during pairing vs auto-leave disallowed groups + join webhook. They share a broad theme 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": 6, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-11504-2", + "nodes": [ + "issue:11504", + "issue:62961" + ], + "soft_pairs": [ + "issue:11504|issue:62961" + ], + "prepared_review_unit_hash": "a6d8155b86eb90994e36b106513903bffc7e042fd0775ed16d6065ba531a94f6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1574, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1574, + "estimated_input_tokens": 394, + "estimated_eval_tokens": 1044 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are both closed feature requests about model routing, but they describe different mechanisms and use cases: one asks for a generic before_model_select hook, the other for task-tier-based routing for ACP subagent spawning. They are related in theme but not duplicates.", + "confidence": 0.93, + "canonical_issue_reason": "No clear canonical issue: #11504 is a generic plugin-hook request for dynamic model selection, while #62961 is a specific ACP subagent routing feature.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a clean representative of the other; they target different routing layers and should remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:11504", + "right": "issue:62961", + "accept": false, + "reason": "Reject: same broad area (model routing) but different requested capability and scope; one is an extensibility hook, the other is task-tier routing for ACP subagent spawning." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-11655-2", + "nodes": [ + "issue:11655", + "issue:52020" + ], + "soft_pairs": [ + "issue:11655|issue:52020" + ], + "prepared_review_unit_hash": "fa21a6712787314047ee7b080aa573ba24e5fc9a36bca6c0748ad4fc224c74de", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1543, + "estimated_input_tokens": 386, + "estimated_eval_tokens": 1028 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1543, + "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 ask for the same Slack Home tab / App Home support via `views.publish`, so they are duplicates of the same feature request.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #11655 is the better canonical issue because it is the earlier open report and uses the core feature phrasing directly (`Slack App Home tab support (views.publish)`).", + "canonical_pr_reason": null, + "best_issue_reason": "#11655 is the strongest issue representative for this cluster since it is open, earliest, and most directly describes the requested API capability.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:11655", + "right": "issue:52020", + "accept": true, + "reason": "Both titles and descriptions point to the same Slack Home/App Home tab support via `views.publish`; this is the same underlying feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded summary: both issues describe Slack App Home/Home tab support via `views.publish`, and the canonical selection of the earlier open issue is reasonable. The soft-edge acceptance is conservative enough given the near-identical feature wording." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 8, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-11946-2", + "nodes": [ + "issue:11946", + "issue:11955" + ], + "soft_pairs": [ + "issue:11946|issue:11955" + ], + "prepared_review_unit_hash": "c230cda97d81fbad555cc0f8e8043fcec2357259cab6871d304cd532c56265ce", + "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": "These two issues are only loosely related at the memory/knowledge-management level, but they describe different feature scopes: a specific post-conversation hook versus a broad multi-part memory/context enhancement request. They should not be treated as duplicates.", + "confidence": 0.93, + "canonical_issue_reason": "Issue #11955 is the broader, more representative memory/context feature request and is the better anchor for this small cluster, even though the two issues are not true duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #11955 is the better global issue choice because it has the wider scope and clearer umbrella description for related memory/context work.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:11946", + "right": "issue:11955", + "accept": false, + "reason": "Different underlying requests: #11946 asks for a post-conversation hook for automated knowledge extraction, while #11955 proposes a broad set of memory/context improvements. They overlap in theme but not in concrete 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": 9, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12507-4", + "nodes": [ + "issue:12507", + "issue:12508", + "issue:12509", + "issue:12512" + ], + "soft_pairs": [ + "issue:12507|issue:12508", + "issue:12507|issue:12509", + "issue:12507|issue:12512", + "issue:12508|issue:12509", + "issue:12508|issue:12512", + "issue:12509|issue:12512" + ], + "prepared_review_unit_hash": "7483f2ac579f5c72205e97a3dbd50816165b09d4281c5b8f1f956ee9c7b87547", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4435, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 6, + "serialized_chars": 4435, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related but distinct feature requests around skill/plugin safety and isolation. None appear to be the same underlying issue, so no soft merges are justified.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 12512 is the broadest and most central umbrella for the cluster, focusing on isolating SKILL.md instructions from agent context; it best represents the general safety/isolation theme without being as narrow as the others.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 12512 is the best single issue to keep as the representative because it captures the most general underlying concern in this set, while the others are narrower, separate enhancements.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:12507", + "right": "issue:12508", + "accept": false, + "reason": "Code verification/signature for skills is a different control than hook-chain message tamper protection; related security theme, but not the same bug or change." + }, + { + "left": "issue:12507", + "right": "issue:12509", + "accept": false, + "reason": "Skill signing/verification and plugin command conflict detection solve different problems in different code paths." + }, + { + "left": "issue:12507", + "right": "issue:12512", + "accept": false, + "reason": "SKILL.md instruction isolation concerns prompt/context separation, not code verification or signatures." + }, + { + "left": "issue:12508", + "right": "issue:12509", + "accept": false, + "reason": "Hook-chain tamper protection and command registration conflict detection are unrelated mechanisms with different failure modes." + }, + { + "left": "issue:12508", + "right": "issue:12512", + "accept": false, + "reason": "Message tampering protection across hooks is distinct from isolating SKILL.md instructions from agent context." + }, + { + "left": "issue:12509", + "right": "issue:12512", + "accept": false, + "reason": "Command registration conflicts and instruction isolation are separate feature requests with 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": "issue", + "component_index": 10, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12515-10", + "nodes": [ + "issue:12515", + "issue:12517", + "issue:12518", + "issue:12534", + "issue:12539", + "issue:12540", + "issue:12543", + "issue:12545", + "issue:12563", + "issue:12565" + ], + "soft_pairs": [ + "issue:12515|issue:12517", + "issue:12515|issue:12518", + "issue:12515|issue:12534", + "issue:12515|issue:12539", + "issue:12515|issue:12540", + "issue:12517|issue:12518", + "issue:12517|issue:12565", + "issue:12517|issue:12534", + "issue:12517|issue:12539", + "issue:12518|issue:12534", + "issue:12518|issue:12545", + "issue:12518|issue:12539", + "issue:12534|issue:12540", + "issue:12534|issue:12565", + "issue:12534|issue:12545", + "issue:12539|issue:12540", + "issue:12539|issue:12545", + "issue:12539|issue:12543", + "issue:12539|issue:12563", + "issue:12540|issue:12563", + "issue:12517|issue:12540", + "issue:12515|issue:12543", + "issue:12517|issue:12543", + "issue:12518|issue:12543", + "issue:12534|issue:12543", + "issue:12515|issue:12545", + "issue:12517|issue:12545", + "issue:12515|issue:12563", + "issue:12517|issue:12563", + "issue:12518|issue:12563", + "issue:12515|issue:12565", + "issue:12518|issue:12565", + "issue:12539|issue:12565" + ], + "prepared_review_unit_hash": "9862be2c368fa3345e091bc6ea243252a02d03804d665b6cc67115cb025c6392", + "component_budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 33, + "serialized_chars": 17288, + "estimated_input_tokens": 4322, + "estimated_eval_tokens": 8900 + }, + "budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 33, + "serialized_chars": 17288, + "estimated_input_tokens": 4322, + "estimated_eval_tokens": 8900 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 11, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12617-3", + "nodes": [ + "issue:12617", + "issue:13225", + "issue:57393" + ], + "soft_pairs": [ + "issue:12617|issue:13225", + "issue:13225|issue:57393" + ], + "prepared_review_unit_hash": "445899510ad44d7765f3a90ad062a5ae56e12004973b229b2b4f42e708a3f714", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2451, + "estimated_input_tokens": 613, + "estimated_eval_tokens": 1482 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2451, + "estimated_input_tokens": 613, + "estimated_eval_tokens": 1482 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related feature requests around model/agent routing hooks, but they are not the same change: one asks for extra context on an existing tool hook, one asks for a pre-tool-call routing hook, and one asks for a before_agent_turn routing hook.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 13225 is the best umbrella request: it clearly describes the general pre-tool-call routing-hook need. The other issues are narrower or differently timed variants rather than the same exact feature.", + "canonical_pr_reason": null, + "best_issue_reason": "13225 is the most representative because it captures the broad routing-hook idea without pinning it to a specific context payload or agent-turn hook.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:12617", + "right": "issue:13225", + "accept": false, + "reason": "Related theme, but not the same underlying request: 12617 is specifically about adding model output context to an existing before_tool_call hook, while 13225 asks for a pre-tool-call routing hook for delegation." + }, + { + "left": "issue:13225", + "right": "issue:57393", + "accept": false, + "reason": "Both concern routing hooks, but the hook timing and API intent differ: 13225 is pre-tool-call delegation, while 57393 is a before_agent_turn plugin hook. 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": 12, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-12911-2", + "nodes": [ + "issue:12911", + "issue:40242" + ], + "soft_pairs": [ + "issue:12911|issue:40242" + ], + "prepared_review_unit_hash": "659f54cef7681bb27018e312e679aae1f5d7adf1d0edb58a0865ca44b550218b", + "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": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-13616-6", + "nodes": [ + "issue:13616", + "issue:13617", + "issue:32906", + "issue:32908", + "issue:32917", + "issue:32921" + ], + "soft_pairs": [ + "issue:13616|issue:13617", + "issue:13616|issue:32921", + "issue:32906|issue:32908", + "issue:32908|issue:32921", + "issue:32917|issue:32921" + ], + "prepared_review_unit_hash": "139b760c82297014d064bcc3104597415e8a3eeea64f8a6d3e6300cecdb87857", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 5, + "serialized_chars": 5170, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 5, + "serialized_chars": 5170, + "estimated_input_tokens": 1293, + "estimated_eval_tokens": 2842 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Mostly a loose feature cluster around configuration/safety/backup tooling. Only the two backup/restore requests look like the same underlying feature; the rest are related but distinct proposals.", + "confidence": 0.82, + "canonical_issue_reason": "issue:32921 is the broadest and most central backup/restore request, while issue:13616 reads as a narrower variant focused on specific data types (config, cron jobs, session history).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:32921 is the best issue to anchor the cluster because it captures the general backup/restore feature and is more likely to subsume narrower backup utility requests.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:13616", + "right": "issue:13617", + "accept": false, + "reason": "Both mention cron jobs, but one is a backup/restore utility and the other is a dry-run testing framework. Different feature goals and code paths." + }, + { + "left": "issue:13616", + "right": "issue:32921", + "accept": true, + "reason": "These are the same underlying feature request: a built-in backup/restore system for config and related state. 32921 is the broader formulation." + }, + { + "left": "issue:32906", + "right": "issue:32908", + "accept": false, + "reason": "Both concern configuration safety, but startup validation and merge protection are different mechanisms with different failure modes." + }, + { + "left": "issue:32908", + "right": "issue:32921", + "accept": false, + "reason": "Merge protection is about preventing unsafe config overwrites, while backup/restore is about recovery. Related theme, not the same change." + }, + { + "left": "issue:32917", + "right": "issue:32921", + "accept": false, + "reason": "A watchdog for gateway auto-recovery is a separate resilience feature from backup/restore." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: 32921 is the broad backup/restore request, 13616 is a narrower backup utility request, and the remaining items are only loosely related safety/resilience features. The soft-edge verdicts are conservative 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": 14, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-13656-4", + "nodes": [ + "issue:13656", + "issue:20562", + "issue:48160", + "issue:57409" + ], + "soft_pairs": [ + "issue:13656|issue:20562", + "issue:20562|issue:57409", + "issue:48160|issue:57409" + ], + "prepared_review_unit_hash": "b849a40a3fdfce3af968533a06bda8688aace03f4ced8bbc0095cfdab6729523", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3339, + "estimated_input_tokens": 835, + "estimated_eval_tokens": 1926 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3339, + "estimated_input_tokens": 835, + "estimated_eval_tokens": 1926 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are all feature requests for web_search/search providers, but each targets a different integration (DuckDuckGo/Google, Serper.dev, Firecrawl, Exa.ai), so they are related topics rather than duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue: each issue requests a different provider, so they should remain separate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:20562 is the clearest representative of the broader web_search-provider theme, but it is still a distinct Serper.dev request rather than a duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:13656", + "right": "issue:20562", + "accept": false, + "reason": "Different concrete providers/features: DuckDuckGo or Google search API versus Serper.dev web_search provider." + }, + { + "left": "issue:20562", + "right": "issue:57409", + "accept": false, + "reason": "Both are web_search provider requests, but Serper.dev and Exa.ai are separate integrations with different code paths and APIs." + }, + { + "left": "issue:48160", + "right": "issue:57409", + "accept": false, + "reason": "Firecrawl and Exa.ai are distinct provider additions, 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": 15, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-13760-2", + "nodes": [ + "issue:13760", + "issue:13776" + ], + "soft_pairs": [ + "issue:13760|issue:13776" + ], + "prepared_review_unit_hash": "8c35a7a6a8f1499ee8683908e0699f4150d47c2a2ae92dcd42899f47407387b6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two closed issues are related only by a broad fallback-failure theme, but they request different functionality: one wants a circuit breaker for model fallback on billing/quota failures, the other wants script hooks to start a local server when fallback fails. They are not the same underlying change.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 13760 is the broader, more central fallback-behavior request; 13776 is a different, narrower automation hook use-case.", + "canonical_pr_reason": null, + "best_issue_reason": "13760 is the better representative issue because it captures the core control-flow problem around fallback failures more generally.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:13760", + "right": "issue:13776", + "accept": false, + "reason": "They share a fallback-failure context, but the requested behavior and implementation are different: circuit breaker on billing/quota failures vs hook-driven local server startup after fallback failure." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 16, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-13858-2", + "nodes": [ + "issue:13858", + "issue:14008" + ], + "soft_pairs": [ + "issue:13858|issue:14008" + ], + "prepared_review_unit_hash": "5a58789b7a0adf89675eeb8f9a3db18071ebe2213f55e48d5de8c1f17142feb0", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two separate feature requests for different chat integrations: DingTalk support and WeCom support. They are related by subsystem but not duplicates of 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": "issue:13858", + "right": "issue:14008", + "accept": false, + "reason": "Different targets and implementations: DingTalk channel support vs WeCom channel extension. Same general area, but not 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": 17, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-14210-4", + "nodes": [ + "issue:14210", + "issue:14735", + "issue:45837", + "issue:61631" + ], + "soft_pairs": [ + "issue:14210|issue:14735", + "issue:14735|issue:45837", + "issue:45837|issue:61631" + ], + "prepared_review_unit_hash": "18070f2a287433f898433b7a2f92b289132c918e53bc66e2d21514b0ef0ff421", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3452, + "estimated_input_tokens": 863, + "estimated_eval_tokens": 1982 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3452, + "estimated_input_tokens": 863, + "estimated_eval_tokens": 1982 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster actually splits into two duplicate groups: outbound `message:sent` hook requests (14210/14735) and pre-delivery hook requests (45837/61631).", + "confidence": 0.78, + "canonical_issue_reason": "14735 is the cleanest, most specific request for the outbound `message:sent` hook; 14210 mixes that with an unrelated error-suppression idea, and the other issues target a different pre-delivery hook.", + "canonical_pr_reason": null, + "best_issue_reason": "14735 is the best single issue to anchor the outbound hook subtopic because it states the feature most directly and without extra ambiguity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:14210", + "right": "issue:14735", + "accept": true, + "reason": "Same underlying outbound `message:sent` hook request; 14210 just adds an additional error-suppression alternative." + }, + { + "left": "issue:14735", + "right": "issue:45837", + "accept": false, + "reason": "Different timing and behavior: `message:sent` is post-delivery, while `message:before_send` is pre-delivery interception." + }, + { + "left": "issue:45837", + "right": "issue:61631", + "accept": true, + "reason": "Both request the same pre-delivery interception hook, with only wording differences around filtering/denying messages." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The grouping is grounded in the packet: 14210/14735 both center on the outbound `message:sent` hook, while 45837/61631 both describe a pre-delivery hook, and the cross-group reject is conservative because the timing/behavior differ." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 18, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-14344-2", + "nodes": [ + "issue:14344", + "issue:38723" + ], + "soft_pairs": [ + "issue:14344|issue:38723" + ], + "prepared_review_unit_hash": "c55d1bc94ffb557c412f81dda3aa6501e94cb1e1d7d71a797b55dfd912e4c441", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1533, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1533, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same WhatsApp message delete/revoke feature request, so they should be clustered together.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #38723 is the tighter, more direct description of the feature and is closed, making it the better representative for this duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #38723 is the clearest summary of the underlying request: adding message delete support for WhatsApp.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:14344", + "right": "issue:38723", + "accept": true, + "reason": "Both ask for WhatsApp message delete/revoke support; they appear to be the same underlying feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues request WhatsApp message delete/revoke support, and the soft-edge wording is appropriately cautious. The canonical issue choice is also reasonable because it is the tighter description of the same feature request." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 19, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-14427-3", + "nodes": [ + "issue:14427", + "issue:32075", + "issue:53308" + ], + "soft_pairs": [ + "issue:14427|issue:32075", + "issue:32075|issue:53308" + ], + "prepared_review_unit_hash": "87cfcbb778d81562e67c3ecdedd974f61e8268211a8f7006cd48b9c77753cf53", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2534, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2534, + "estimated_input_tokens": 634, + "estimated_eval_tokens": 1524 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The three issues are thematically related around chat/message delivery and mention requirements, but they are not duplicates of the same underlying bug. One is a Mattermost feature request, one is a Mattermost bug, and one is a Signal-groups bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 32075 is the best canonical issue because it is the most concrete bug report: it names a specific Mattermost setting (`chatmode=onmessage`) and a specific incorrect behavior (mention requirement still enforced).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 32075 is the strongest representative for the cluster since it is a clear, reproducible defect report rather than a feature request, and it is more specific than the Signal-groups report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:14427", + "right": "issue:32075", + "accept": false, + "reason": "Related Mattermost/threading area, but 14427 is a feature request for a new `replyInThread` option, while 32075 reports a bug where `chatmode=onmessage` fails to disable mention requirements. Different request and different fix." + }, + { + "left": "issue:32075", + "right": "issue:53308", + "accept": false, + "reason": "Both mention-requirement problems, but they involve different integrations and code paths: Mattermost channel handling vs Signal groups with `groupAllowFrom`/`requireMention`. 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": 20, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-14431-2", + "nodes": [ + "issue:14431", + "issue:41195" + ], + "soft_pairs": [ + "issue:14431|issue:41195" + ], + "prepared_review_unit_hash": "1b65262a8f86a4ec8964d1d1d1637c1eb468f0e0aa0f8e5d86ef4e08673b99bc", + "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": "Both issues describe the same Feishu duplicate-processing problem: the inbound/WebSocket dedup cache is lost after a restart/reconnect, so messages are processed twice.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #41195 is the clearer, more specific bug report and is still open, so it is the best current canonical issue for this defect.", + "canonical_pr_reason": null, + "best_issue_reason": "#41195 best captures the underlying behavior and failure mode (reconnect/restart loses dedup cache), making it the strongest representative of the cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:14431", + "right": "issue:41195", + "accept": true, + "reason": "Same underlying Feishu dedup-cache restart/reconnect bug leading to duplicate message processing; the titles differ mainly in wording, not in substance." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both titles point to Feishu duplicate processing caused by dedup cache loss after restart/reconnect, and the open issue is a reasonable canonical choice. The soft-edge acceptance is conservative enough given the strong title-level overlap, though the evidence is only soft similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 21, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-14779-2", + "nodes": [ + "issue:14779", + "issue:38917" + ], + "soft_pairs": [ + "issue:14779|issue:38917" + ], + "prepared_review_unit_hash": "11656984982b90881fb2f020280fc2d12a03324f70fa5d8c89891821b41b1cdd", + "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": "Two closed issues discuss related extensibility ideas, but they target different feature scopes: plugin hooks for token-cost management versus a session-start hook system to enforce context loading. They are not duplicates or the same underlying change.", + "confidence": 0.91, + "canonical_issue_reason": "38917 is the more concrete, implementation-shaped request: it specifies a hook system and an explicit session-start behavior, making it the better representative of the cluster theme.", + "canonical_pr_reason": null, + "best_issue_reason": "38917 is the best issue to anchor on because it is more actionable and narrowly defined than the broader token-cost management feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:14779", + "right": "issue:38917", + "accept": false, + "reason": "Reject: both are hook-related feature ideas, but they address different concerns and code paths. One is about token-cost management plugins; the other is about enforcing context loading at session initialization." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 22, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-15048-2", + "nodes": [ + "issue:15048", + "issue:15413" + ], + "soft_pairs": [ + "issue:15048|issue:15413" + ], + "prepared_review_unit_hash": "bbe7ffc1a18ea7ddfa594524975195e515a510517dcc254a176e5498f2001e83", + "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 issues are related to cron-session storage growth, but they are not the same underlying request: one asks for a retention policy, the other reports a concrete duplication bug in `sessions.json` entries.", + "confidence": 0.92, + "canonical_issue_reason": "Issue #15413 is the more precise problem statement: it identifies a specific cause of unbounded `sessions.json` growth (duplicated full `skillsSnapshot` in cron run entries).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #15413 is the best representative because it is concrete, actionable, and describes the actual storage blow-up mechanism rather than a broad retention-policy feature.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:15048", + "right": "issue:15413", + "accept": false, + "reason": "They overlap on cron-session retention/storage, but #15048 is a broad feature request for retention policy while #15413 is a specific data-duplication bug; they do not describe the same change or root cause." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-17208-4", + "nodes": [ + "issue:17208", + "issue:17209", + "issue:17210", + "issue:17211" + ], + "soft_pairs": [ + "issue:17208|issue:17210", + "issue:17210|issue:17211", + "issue:17209|issue:17211" + ], + "prepared_review_unit_hash": "042dd02d491416b4e3a473c1e99aa14d6ba7e55cadbdca1ac46baa67093fd9bd", + "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": "The four issues are thematically related to context/state management, but they describe different feature requests: quality scoring, field validation, domain packets, and checkpoint engine behavior. I do not see a true duplicate pair here.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 17211 is the most concrete and implementation-oriented of the set, with a clearly defined checkpoint engine/resume/diff feature. The others are broader or adjacent ideas rather than the same request.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 17211 is the strongest representative issue because it is specific, actionable, and closer to a mergeable engineering change than the more conceptual feature requests.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17208", + "right": "issue:17210", + "accept": false, + "reason": "Both concern context handling, but one is about exposing a quality score and warnings while the other is about shipping domain-specific context packets with schema/merge policy. Different underlying changes." + }, + { + "left": "issue:17210", + "right": "issue:17211", + "accept": false, + "reason": "Domain context packets and a checkpoint engine are related infrastructure, but they are not the same concrete bug or change and would not naturally collapse into one PR." + }, + { + "left": "issue:17209", + "right": "issue:17211", + "accept": false, + "reason": "Validation of missing critical fields before save/use is adjacent to checkpointing, but it targets data integrity checks rather than deterministic resume/diff behavior. Not 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": 24, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7052-5", + "nodes": [ + "issue:17217", + "issue:56907", + "issue:57894", + "issue:58743", + "issue:7052" + ], + "soft_pairs": [ + "issue:17217|issue:57894", + "issue:56907|issue:58743", + "issue:56907|issue:7052", + "issue:56907|issue:57894" + ], + "prepared_review_unit_hash": "ce3e54f2742bd2221c0f25554621aeafa38bb907e53e5cf735eb2cc4d848b685", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4275, + "estimated_input_tokens": 1069, + "estimated_eval_tokens": 2394 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4275, + "estimated_input_tokens": 1069, + "estimated_eval_tokens": 2394 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Cluster is a loose group of context-management feature requests, but they describe different mechanisms: generic compression, dual-layer compression, time-based truncation, and a mixed lazy-loading/compression proposal. They are related thematically, not duplicates.", + "confidence": 0.57, + "canonical_issue_reason": "issue:56907 is the broadest and most umbrella-like context-compression request, making it the best anchor for this cluster even though the others describe different implementations.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:7052 is the clearest concrete user problem statement and most actionable description of the underlying need for automatic context compression before token limits are hit.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:17217", + "right": "issue:57894", + "accept": false, + "reason": "Too little information on 17217, and the visible title/body signals do not show the same concrete change as a time-based recent-context window." + }, + { + "left": "issue:56907", + "right": "issue:58743", + "accept": false, + "reason": "58743 mixes lazy skill loading with compression; that is not the same underlying request as dual-layer context compression." + }, + { + "left": "issue:56907", + "right": "issue:7052", + "accept": false, + "reason": "Both are about context compression, but 56907 proposes a specific dual-layer scheme while 7052 is a generic auto-summarize/compress-before-limit request; not clearly the same change." + }, + { + "left": "issue:56907", + "right": "issue:57894", + "accept": false, + "reason": "Context compression and a time-based context window are related, but they are different mechanisms and could be implemented independently." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-18237-2", + "nodes": [ + "issue:18237", + "issue:63767" + ], + "soft_pairs": [ + "issue:18237|issue:63767" + ], + "prepared_review_unit_hash": "e45ac32402e44991857786d242b976e839868c7211b0f51ce359f5329a784a4a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "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 related but not safely duplicates: both concern completion signaling for async/background exec, but one asks for a callback that injects the result back into the session, while the other is a more general notify-on-complete feature. The evidence is only soft similarity with low overlap, so I would not merge them as the same underlying request.", + "confidence": 0.61, + "canonical_issue_reason": "#18237 is the more complete and specific request, spelling out the callback and session-result injection behavior rather than the broader notification phrasing in #63767.", + "canonical_pr_reason": null, + "best_issue_reason": "#18237 is the strongest representative of the topic because it captures the fuller intended behavior and concrete end state, making it the better issue to keep as the canonical reference if one is needed.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:18237", + "right": "issue:63767", + "accept": false, + "reason": "Do not treat as the same issue on this evidence alone: the packet shows only soft_similarity with low Jaccard overlap and no deterministic linkage, and the titles describe adjacent but not identical behaviors (result injection vs generic completion notification)." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is directionally grounded, but the soft-edge verdict is too strong for the evidence. The packet shows only `soft_similarity` with a low Jaccard score and no deterministic linkage, so treating the pair as the same feature request is more assertive than the data supports. A conservative verdict would be tentative or abstain, not a full accept." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 26, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-20950-5", + "nodes": [ + "issue:20950", + "issue:58834", + "issue:60674", + "issue:65636", + "issue:70531" + ], + "soft_pairs": [ + "issue:20950|issue:65636", + "issue:20950|issue:70531", + "issue:58834|issue:65636", + "issue:60674|issue:65636" + ], + "prepared_review_unit_hash": "c58f640115d9b98dc2670130e02961215f64ed66a7a71f9a1ed4c0d709d06203", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4312, + "estimated_input_tokens": 1078, + "estimated_eval_tokens": 2412 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4312, + "estimated_input_tokens": 1078, + "estimated_eval_tokens": 2412 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "One tight duplicate/near-duplicate cluster around cron configuration becoming per-job files/directory-based; the rest are separate feature requests with only broad subsystem overlap.", + "confidence": 0.82, + "canonical_issue_reason": "issue #70531 is the most concrete statement of the shared feature: splitting jobs.json into per-job config files. It matches the same underlying change as directory-based job files support more directly than the broader NixOS/GitOps framing in #20950.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #70531 is the best representative because it describes the exact configuration refactor in a specific, implementation-shaped way.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:20950", + "right": "issue:65636", + "accept": false, + "reason": "Both are cron-related, but one is about per-job file/directory config layout while the other is about adding custom job IDs. Those can coexist and are not the same underlying change." + }, + { + "left": "issue:20950", + "right": "issue:70531", + "accept": true, + "reason": "These describe the same underlying feature: moving cron jobs from a single jobs.json to one-file-per-job / jobs.d-style declarative configuration." + }, + { + "left": "issue:58834", + "right": "issue:65636", + "accept": false, + "reason": "Loading prompts from files is a separate cron feature from adding --id support for jobs; shared subsystem only, not the same change." + }, + { + "left": "issue:60674", + "right": "issue:65636", + "accept": false, + "reason": "TaskFlow creation missing from CLI/config is unrelated to cron job IDs; no shared code-path or concrete feature overlap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: #20950 and #70531 are clearly the same cron config refactor, and the other pairs are conservatively rejected as broader subsystem overlap rather than the same feature. No overstatement beyond the evidence in the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 27, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-21656-2", + "nodes": [ + "issue:21656", + "issue:25423" + ], + "soft_pairs": [ + "issue:21656|issue:25423" + ], + "prepared_review_unit_hash": "23354e54851126c1b07d8da03ea55b10fc7d648fbd59cafc05b73065de887c63", + "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 are related only at a broad Telegram/security level, but they describe different bugs and attack paths, so they should not be deduplicated.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #21656 is the more concrete, self-contained report about system-event format leakage leading to spoofing; the other issue is a different prompt-injection path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #21656 is the better representative for this set because it has a specific vulnerability description and clearer root cause than the broader pipeline-injection report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:21656", + "right": "issue:25423", + "accept": false, + "reason": "Both are Telegram-related security issues, but one is about system-event format leakage/spoofing and the other is about prompt injection in the message pipeline; 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": 28, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-24086-2", + "nodes": [ + "issue:24086", + "issue:40477" + ], + "soft_pairs": [ + "issue:24086|issue:40477" + ], + "prepared_review_unit_hash": "6429d5591b144d336ebeee9a636b7bd37c797bf8e2f67967a52c6e8592979d84", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "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 issues describe the same underlying request: making exec approval chat notifications include a ready-to-copy /approve command. They are strong duplicates despite slightly different wording.", + "confidence": 0.94, + "canonical_issue_reason": "Issue #40477 is the cleaner canonical issue because it states the user-visible behavior more directly and specifically: pre-filled /approve commands in exec approval chat notifications.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #40477 is the best representative issue: it is more explicit about the notification content and better captures the exact change requested.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:24086", + "right": "issue:40477", + "accept": true, + "reason": "Same bug/request: both ask for exec approval messages or notifications to include a tap-to-copy or pre-filled /approve command for easier approval." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same user-facing request for exec approval notifications to include an easy /approve command. The soft-edge accept is conservative enough given the strong title-level overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 29, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-25039-2", + "nodes": [ + "issue:25039", + "issue:38467" + ], + "soft_pairs": [ + "issue:25039|issue:38467" + ], + "prepared_review_unit_hash": "59324be5f0f694efcb73accf12c9080a6a98bd942eb48a66f8f1342fdf9676d9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "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 issues are not duplicates: one is a permissions/allowlist separation bug for WhatsApp sending, while the other is a feature request to expose phone contacts through `contacts.upsert`. They touch the same product area but describe different underlying behavior and outcomes.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue #25039 is the more concrete and actionable report, but it does not represent the other issue\u2019s feature request, so there is no true canonical issue for the pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:25039", + "right": "issue:38467", + "accept": false, + "reason": "Different underlying requests: #25039 is about separating outbound `sendTo` allowlisting from inbound `allowFrom`, while #38467 asks for directory contact exposure via `contacts.upsert`. Same subsystem, 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": 30, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6823-2", + "nodes": [ + "issue:25145", + "issue:6823" + ], + "soft_pairs": [ + "issue:25145|issue:6823" + ], + "prepared_review_unit_hash": "0bb389522bc340930fb5be0fe149fc6eb8f93a4023c2649d8c2845b74722d6ca", + "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 closely related feature requests around tool-safety guardrails, but one is much more specific about a pre-send approval hook for message/exec tools while the other is a broader execution-guardrails request.", + "confidence": 0.77, + "canonical_issue_reason": "issue:25145 is the more concrete and implementation-targeted request: it names the outbound approval gate and the pre-send hook for message/exec tools, which makes it the better anchor for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:25145 best represents the cluster because it states the specific behavior being requested rather than the broader safety theme.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:25145", + "right": "issue:6823", + "accept": false, + "reason": "Related safety/guardrail ideas, but not clearly the same underlying change: one is a specific outbound approval hook and the other is a broad execution-guardrails request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 31, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": 32, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-28965-2", + "nodes": [ + "issue:28965", + "issue:41736" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "4714f2073211c5086a721171193fc2c873d5108a7dc90a2404f4affde3cf917e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1319, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1319, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29053-3", + "nodes": [ + "issue:29053", + "issue:31003", + "issue:34097" + ], + "soft_pairs": [ + "issue:29053|issue:31003", + "issue:29053|issue:34097" + ], + "prepared_review_unit_hash": "2cf3855116ba52a4693dfb62118a1cd1a8f43892a5638f42bbdca35c822cc4d5", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2483, + "estimated_input_tokens": 621, + "estimated_eval_tokens": 1498 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2483, + "estimated_input_tokens": 621, + "estimated_eval_tokens": 1498 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues ask for the same MCP capability: native/external MCP server support or integration. They differ mainly in wording and emphasis (client connectivity, config support, server integration), not in underlying request.", + "confidence": 0.91, + "canonical_issue_reason": "issue #29053 is the earliest of the three and its title most directly captures the shared request for native external MCP server connectivity, making it a good anchor for the duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #29053 is the strongest representative because it is earliest, clearly scoped to the same MCP integration feature, and broad enough to subsume the later phrasing variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29053", + "right": "issue:31003", + "accept": true, + "reason": "Both issues request external MCP server support; one frames it as client connectivity and the other as config support, but they describe the same feature request." + }, + { + "left": "issue:29053", + "right": "issue:34097", + "accept": true, + "reason": "These are near-paraphrases of the same MCP feature request, both asking for native MCP integration with external/server-side support." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet: all three items are feature-request issues with closely aligned MCP-server-support titles, and the earliest issue is a reasonable canonical representative. The soft-edge acceptances are conservative enough given the limited evidence (mostly title-level similarity and soft_similarity), and there is no indication of an unmergeable PR-pair concern here." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 34, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29100-2", + "nodes": [ + "issue:29100", + "issue:63415" + ], + "soft_pairs": [ + "issue:29100|issue:63415" + ], + "prepared_review_unit_hash": "806f6fed177931edb8e230d4a9d097b604d9b107bc91531a34f64b8d90ab3f31", + "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": "The two issues are both about Amazon Bedrock support, but they request different features: one asks for cost metadata on auto-discovered models, the other for a `service_tier` parameter. They do not appear to describe the same underlying bug or change.", + "confidence": 0.92, + "canonical_issue_reason": "Issue #63415 is the more concrete and actionable request (`service_tier` support for Bedrock models), while #29100 is a broader metadata feature request; they are not duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "#63415 is the best representative issue because it names a specific parameter and a clearer implementation target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29100", + "right": "issue:63415", + "accept": false, + "reason": "Different requested features for Bedrock: cost metadata vs `service_tier` parameter. Similar subsystem, but 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": "issue", + "component_index": 35, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-29132-2", + "nodes": [ + "issue:29132", + "issue:34144" + ], + "soft_pairs": [ + "issue:29132|issue:34144" + ], + "prepared_review_unit_hash": "b82116fc7ec9e17d7ef804e19c204ee14d812a72671f5368e940c864efc2c6c6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "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 are closely related feature requests about intercepting or transforming tool results before the LLM consumes them, but the evidence is too weak to call them duplicates. They look more like overlapping requests with different emphasis: one on deterministic policy enforcement/sanitization, the other on plugin hooks.", + "confidence": 0.83, + "canonical_issue_reason": "#29132 is the best canonical issue because it is open and states the more specific tracking request: pre-LLM tool-result sanitization for deterministic policy enforcement.", + "canonical_pr_reason": null, + "best_issue_reason": "#29132 is the best issue anchor for the cluster for the same reason: it is open and more concrete, so it better represents the ongoing request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:29132", + "right": "issue:34144", + "accept": false, + "reason": "The pair is only softly similar and lacks stronger indicators such as explicit links, shared targets, or filename overlap. They are likely related/overlapping feature requests, but not definitively the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is mostly grounded, but the soft-edge verdict is too strong for the evidence. The packet only shows soft similarity between the two issues (jaccard 0.2, no explicit links or shared targets), so treating them as duplicates is stronger than the evidence supports. A more conservative verdict would be that they are likely related or overlapping, not definitively the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 36, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30452-2", + "nodes": [ + "issue:30452", + "issue:66802" + ], + "soft_pairs": [ + "issue:30452|issue:66802" + ], + "prepared_review_unit_hash": "537401dabfa3050b6c99040d83fa7f7dd4a5402c954177c5a9991039fd1ae95e", + "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": "The two issues are closely related and likely in the same feature area, but the evidence only supports a soft relationship, not a firm duplicate/subsumption. #30452 is the broader umbrella request; #66802 is a narrower related ask for `memoryFlush` model override.", + "confidence": 0.63, + "canonical_issue_reason": "#30452 is the better canonical issue because it is older and describes the broader feature scope, including the configurable override plus flush-then-reset behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "#30452 is the best representative for the related feature cluster since it covers the wider request and can serve as the umbrella tracker, while #66802 reads as a narrower adjacent ask.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30452", + "right": "issue:66802", + "accept": false, + "reason": "The titles are similar and point to the same area, but the packet only provides soft similarity and no explicit linkage or shared implementation targets. That is not enough to conclude the two are the same underlying feature request or that #66802 is subsumed by #30452." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The overlap is plausible, but the packet only gives titles and soft similarity. That is enough to say these issues are related, not enough to conclude that #66802 is a narrower subrequest subsumed by #30452. The wording about a shared underlying enhancement and one issue being broader overstates the evidence. A more conservative verdict would be to mark the relationship as related/possibly duplicate, not definitively same feature cluster." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 37, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-30875-2", + "nodes": [ + "issue:30875", + "issue:60446" + ], + "soft_pairs": [ + "issue:30875|issue:60446" + ], + "prepared_review_unit_hash": "2f3239ac38c66901831dbdb7380ba072899fbd844cc2f19b48cc102195c9899f", + "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": "These are related only at a very high level: both ask to surface message reaction/tapback events, but they target different chat platforms and likely different code paths. They should not be treated as duplicates.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:30875", + "right": "issue:60446", + "accept": false, + "reason": "Same broad feature area, but different integrations (Telegram vs iMessage) and different event types/code paths; 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": 38, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31257-2", + "nodes": [ + "issue:31257", + "issue:39734" + ], + "soft_pairs": [ + "issue:31257|issue:39734" + ], + "prepared_review_unit_hash": "506b443112525ccdcdcbfc2ed363f2da4086c05254d3489ca828efc5757ff0bb", + "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 Anthropic support in Bedrock, but they request different features: a 1M context window versus custom anthropic_beta flags. They should not be deduplicated.", + "confidence": 0.9, + "canonical_issue_reason": "Issue 31257 is the more concrete, narrowly scoped request and better represents the specific Bedrock/Anthropic gap in this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "31257 is the clearest standalone issue to keep as the representative item; 39734 is a separate configuration feature request rather than the same problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31257", + "right": "issue:39734", + "accept": false, + "reason": "Same broad provider area, but different underlying changes: context-window support vs exposing custom beta flags. Not the same bug or feature." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "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": "d4f66651ebfc434b239889278583dc75d4d05ec328f111d49a0a22fae4d1c940", + "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 are related only at a very high level (session-event run handling), but they describe different failure modes and likely different fixes: one is about outbound reply routing for webchat sessions, the other about retry behavior after session-event run failures.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31348", + "right": "issue:31354", + "accept": false, + "reason": "Different underlying bugs: routing outbound replies for webchat sessions vs retrying immediate wake after run failures. Same subsystem, but not the same concrete issue 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": 40, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-31533-2", + "nodes": [ + "issue:31533", + "issue:72873" + ], + "soft_pairs": [ + "issue:31533|issue:72873" + ], + "prepared_review_unit_hash": "fe4f86c9f857551c07137a2e42ea5178a9a382ddd5a50639c7173bc5cb739b79", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-9142-3", + "nodes": [ + "issue:31787", + "issue:43603", + "issue:9142" + ], + "soft_pairs": [ + "issue:31787|issue:9142", + "issue:31787|issue:43603" + ], + "prepared_review_unit_hash": "dac672b412fd227ad4b1aed8fa1c043f9454a57694019511f0acecca0592a44a", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2479, + "estimated_input_tokens": 620, + "estimated_eval_tokens": 1496 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2479, + "estimated_input_tokens": 620, + "estimated_eval_tokens": 1496 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Issue 31787 is the best canonical representative for the pair because it explicitly asks for automatic session compaction and context-length management. Issue 43603 is closely aligned as a threshold-triggered auto-compaction/warning variant of the same behavior, while issue 9142 is broader \"context & memory management\" wording and may extend beyond this specific feature request.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 31787 is the most concrete match: it names automatic session compaction and context-length management directly, which is more specific than the broader memory-management phrasing in 9142 and still covers the threshold-based variant in 43603.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 31787 is the best representative because it is the most specific and complete description of the shared session-context management feature among the three.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:31787", + "right": "issue:9142", + "accept": false, + "reason": "9142\u2019s \"Context & Memory Management\" wording is broader and could refer to additional behaviors beyond session-context compaction or threshold handling, so the evidence is not strong enough to treat them as the same underlying request." + }, + { + "left": "issue:31787", + "right": "issue:43603", + "accept": true, + "reason": "Both center on automatic handling when session context grows too large; 43603 is a threshold/warning variant of the same compaction-focused feature request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice is reasonable, but the soft-edge verdicts are a bit too strong for the evidence available. In particular, issue:9142 only says \"Context & Memory Management,\" which could be broader than session-context compaction/threshold handling, so treating it as the same underlying feature is not fully conservative. The summary also slightly overstates the overlap by collapsing three only loosely related feature requests into one shared behavior." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 42, + "component_count": 378, + "review_unit_index": 1, + "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": "2ba427662b48d4ca7a4da80c42ae802cc5cbfe1fbb347ec54c008f9bd3e6e035", + "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": "All three items are Feishu interactive-card related, but they describe different user-facing scenarios and likely different code paths. Issue 32930 is the most general root-cause report about Cardkit card content not being readable, while 32023 is a specific @mention/group symptom and 32940 is a feature request for legacy-card formatting.", + "confidence": 0.72, + "canonical_issue_reason": "issue 32930 most directly states the underlying problem\u2014Cardkit-based interactive card content cannot be read via the Feishu API\u2014making it the best root-cause style issue to anchor the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 32930 is the best representative because it captures the broad failure mode behind Feishu card content access, whereas 32023 is a narrower symptom and 32940 is a separate formatting feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32023", + "right": "issue:32930", + "accept": false, + "reason": "Related Feishu card-content symptoms, but one is an @mention/group receive-path bug and the other is an im.message.get read-path bug; they are not clearly the same underlying defect." + }, + { + "left": "issue:32930", + "right": "issue:32940", + "accept": false, + "reason": "32930 reports inability to read Cardkit card content, while 32940 requests a legacy-format option for quotable/forwardable responses; these are adjacent but different changes." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": 44, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": "cdd8eb6e08842871e58d603ee6cf8d9e37a65d5e3bad7c38d9e950512d71c2c1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1664, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1664, + "estimated_input_tokens": 416, + "estimated_eval_tokens": 1088 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related in theme (service PATH / doctor --fix on Linux producing bad PATH entries), but they describe different path-resolution problems: one is a broad doctor cleanup issue involving npm-global and nvm paths, the other is a specific fnm Linux resolver mismatch. I would not deduplicate them.", + "confidence": 0.74, + "canonical_issue_reason": "Issue #68169 is the more precise bug report: it names the failing Linux resolver, the incorrect path checked, and the modern expected fnm layout.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #68169 is the best standalone issue because it is narrowly scoped to a concrete code-path and configuration mismatch, which makes it easier to fix and verify.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32448", + "right": "issue:68169", + "accept": false, + "reason": "Both concern PATH handling, but they do not appear to be the same underlying bug. #32448 is a broader doctor --fix/service PATH cleanup problem involving ~/.npm-global/bin and ~/.nvm/current/bin, while #68169 is specifically about the Linux fnm resolver using $FNM_DIR/current/bin instead of $FNM_DIR/aliases/default/bin." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32704-2", + "nodes": [ + "issue:32704", + "issue:69307" + ], + "soft_pairs": [ + "issue:32704|issue:69307" + ], + "prepared_review_unit_hash": "bcdb9bc95fee09135bb5a56c61bf60017a707425eadfe94978226e0547727761", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1569, + "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 are both feature requests around hooks, but they target different lifecycle points and different behaviors: one wants `before_agent_start` to abort a run via `{ skip: true }`, while the other wants `before_tts` to rewrite voice routing per message. They are not the same underlying change.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #32704 is the clearer, more concrete request: it defines a specific hook, a specific return shape, and a specific effect (skip agent execution).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #32704 is the best representative issue because it is narrowly scoped and behaviorally precise; #69307 is a separate feature request for TTS routing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32704", + "right": "issue:69307", + "accept": false, + "reason": "Different hooks and different code paths: `before_agent_start` controls whether an agent run happens, while `before_tts` modifies voice selection during speech synthesis. They do not appear mergeable as one fix." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32923-2", + "nodes": [ + "issue:32923", + "issue:33948" + ], + "soft_pairs": [ + "issue:32923|issue:33948" + ], + "prepared_review_unit_hash": "bb3bf0956feb6ca24c7ca66210b69e077b23628dda6ac580988822703d513304", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1529, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1529, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are closely related Feishu reaction-support requests, but the available evidence is only title-level, so they should not be treated as the same request with high confidence. #33948 is the more specific issue and the better representative of the cluster.", + "confidence": 0.79, + "canonical_issue_reason": "#33948 is the stronger canonical issue because it is more specific about the requested functionality, explicitly naming add/list reactions in a Feishu channel.", + "canonical_pr_reason": null, + "best_issue_reason": "#33948 is the best issue for the cluster since it is the most concrete and actionable description of the feature request from the title alone.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32923", + "right": "issue:33948", + "accept": false, + "reason": "The titles suggest a closely related Feishu reaction-support request, but there is not enough evidence here to confirm they are the same underlying issue. The safer read is that #33948 is the more specific request, not a confirmed duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairing is plausible, but the writeup is a bit too definitive for the evidence available. The packet only shows title-level soft similarity (no body details), so saying the issues describe the \"same\" request and accepting the soft edge outright overstates confidence. A more conservative summary would frame them as closely related Feishu reaction-support issues, with #33948 being the more specific one." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 47, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32965-3", + "nodes": [ + "issue:32965", + "issue:33585", + "issue:56825" + ], + "soft_pairs": [ + "issue:32965|issue:56825", + "issue:33585|issue:56825" + ], + "prepared_review_unit_hash": "09ddc90fff8606d38eb1bf2bbcf481aa4921b4e588fd99412f03f53355a1a81d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2523, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2523, + "estimated_input_tokens": 631, + "estimated_eval_tokens": 1518 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "issue:56825 is the best representative of the watcher/glob regression cluster because it states the concrete failure mode most precisely. issue:32965 is a separate memory index --force reindexing bug. issue:33585 appears related to the same watcher area, but the evidence here is only soft title similarity, so it should be treated as likely related rather than a confirmed duplicate.", + "confidence": 0.88, + "canonical_issue_reason": "issue:56825 is the most specific report: it names the chokidar v5 glob pattern failure and the concrete symptom that incremental indexing never triggers.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:56825 best captures the duplicate cluster because it directly describes the underlying watcher regression and affected pattern, while issue:33585 is broader and issue:32965 is a separate reindexing problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:32965", + "right": "issue:56825", + "accept": false, + "reason": "Different user-facing bugs and code paths: one is about --force reindexing session transcripts, the other about file watcher glob failures blocking incremental updates." + }, + { + "left": "issue:33585", + "right": "issue:56825", + "accept": false, + "reason": "They look related and may be duplicates, but the packet only gives soft_similarity/title overlap with no shared targets or filenames, so that is not enough to confirm the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The separation of issue:32965 from the watcher bug is well grounded. The weak point is the 33585\u219456825 pair: the packet only provides soft_similarity and title-level overlap, so calling them outright duplicates / the 'same underlying bug' is a bit too strong. A more conservative summary would be that they are likely related or likely duplicates, not confirmed duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 48, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 2, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32977-37", + "nodes": [ + "issue:32977", + "issue:37306", + "issue:40173", + "issue:40174", + "issue:51921", + "issue:51929", + "issue:56236", + "issue:60271", + "issue:62633", + "issue:62634", + "issue:63909", + "issue:65953", + "issue:66250", + "issue:66264", + "issue:66270", + "issue:66513", + "issue:67383", + "issue:67384", + "issue:67385", + "issue:67386", + "issue:67387", + "issue:67388", + "issue:67389", + "issue:67390", + "issue:67391", + "issue:67392", + "issue:67778", + "issue:68138", + "issue:68933", + "issue:70284", + "issue:71087", + "issue:72719" + ], + "soft_pairs": [ + "issue:51921|issue:51929", + "issue:66264|issue:66270", + "issue:51921|issue:66513", + "issue:51929|issue:66513", + "issue:56236|issue:68933", + "issue:40173|issue:40174", + "issue:37306|issue:71087", + "issue:40173|issue:71087", + "issue:40174|issue:71087", + "issue:66250|issue:66264", + "issue:51921|issue:63909", + "issue:56236|issue:71087", + "issue:40173|issue:56236", + "issue:40174|issue:56236", + "issue:63909|issue:67778", + "issue:63909|issue:68138", + "issue:63909|issue:66513", + "issue:67778|issue:68138", + "issue:40173|issue:68138", + "issue:40174|issue:68138", + "issue:32977|issue:60271", + "issue:32977|issue:62633", + "issue:32977|issue:62634", + "issue:32977|issue:65953", + "issue:32977|issue:67383", + "issue:32977|issue:67384", + "issue:32977|issue:67385", + "issue:32977|issue:67386", + "issue:32977|issue:67387", + "issue:32977|issue:67388", + "issue:32977|issue:67389", + "issue:32977|issue:67390", + "issue:32977|issue:67391", + "issue:32977|issue:67392", + "issue:32977|issue:70284", + "issue:60271|issue:62633", + "issue:60271|issue:62634", + "issue:60271|issue:65953", + "issue:60271|issue:67383", + "issue:60271|issue:67384", + "issue:60271|issue:67385", + "issue:60271|issue:67386", + "issue:60271|issue:67387", + "issue:60271|issue:67388", + "issue:60271|issue:67389", + "issue:60271|issue:67390", + "issue:60271|issue:67391", + "issue:60271|issue:67392", + "issue:60271|issue:70284", + "issue:32977|issue:40173", + "issue:32977|issue:40174", + "issue:32977|issue:72719", + "issue:40173|issue:60271", + "issue:40173|issue:62633", + "issue:40173|issue:62634", + "issue:40173|issue:65953", + "issue:40173|issue:67383", + "issue:40173|issue:67384", + "issue:40173|issue:67385", + "issue:40173|issue:67386", + "issue:40173|issue:67387", + "issue:40173|issue:67388", + "issue:40173|issue:67389", + "issue:40173|issue:67390", + "issue:40173|issue:67391", + "issue:40173|issue:67392", + "issue:40173|issue:70284", + "issue:40174|issue:60271", + "issue:40174|issue:62633", + "issue:40174|issue:62634", + "issue:40174|issue:65953", + "issue:40174|issue:67383" + ], + "prepared_review_unit_hash": "86003bfd70e5c7219ca0161102f812a5664ad3c4db235cdb9ec111fd463c54f8", + "component_budget": { + "node_count": 37, + "item_count": 37, + "soft_pair_count": 119, + "serialized_chars": 59096, + "estimated_input_tokens": 14774, + "estimated_eval_tokens": 29804 + }, + "budget": { + "node_count": 32, + "item_count": 32, + "soft_pair_count": 72, + "serialized_chars": 36127, + "estimated_input_tokens": 9032, + "estimated_eval_tokens": 18320 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is mostly synthetic/test issues with very little substantive bug detail. I\u2019d only treat the exact-title duplicates as the same underlying item; the rest are too loosely related. No PRs are present.", + "confidence": 0.97, + "canonical_issue_reason": "issue:32977 is a reasonable canonical for the trivial \"test\" duplicate group: it is one of the earliest exact-title placeholders and best represents the no-content issues.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63909 is the strongest standalone issue because it has the most context and the richest body; the rest are mostly terse test placeholders.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51921", + "right": "issue:51929", + "accept": true, + "reason": "Same exact title and both are test submissions; likely duplicate reports of the same placeholder issue." + }, + { + "left": "issue:66264", + "right": "issue:66270", + "accept": false, + "reason": "Titles differ materially and there is no concrete shared bug or code-path evidence." + }, + { + "left": "issue:51921", + "right": "issue:66513", + "accept": false, + "reason": "Related only by generic test wording; the titles/body context point to different submissions." + }, + { + "left": "issue:51929", + "right": "issue:66513", + "accept": false, + "reason": "Related only by generic test wording; not enough evidence of the same underlying issue." + }, + { + "left": "issue:56236", + "right": "issue:68933", + "accept": false, + "reason": "Both are low-signal test/ignore issues, but the titles describe different situations and not one shared bug." + }, + { + "left": "issue:40173", + "right": "issue:40174", + "accept": true, + "reason": "Exact same title and no distinguishing content; this looks like a duplicate test issue." + }, + { + "left": "issue:37306", + "right": "issue:71087", + "accept": false, + "reason": "Both mention API/testing, but they do not describe the same concrete problem." + }, + { + "left": "issue:40173", + "right": "issue:71087", + "accept": false, + "reason": "Generic overlap only; the issue text does not indicate the same underlying bug." + }, + { + "left": "issue:40174", + "right": "issue:71087", + "accept": false, + "reason": "Generic overlap only; the issue text does not indicate the same underlying bug." + }, + { + "left": "issue:66250", + "right": "issue:66264", + "accept": false, + "reason": "Titles are too different and the bodies do not establish a shared underlying defect." + }, + { + "left": "issue:51921", + "right": "issue:63909", + "accept": false, + "reason": "Both are test-related, but they appear to be different submissions with different context." + }, + { + "left": "issue:56236", + "right": "issue:71087", + "accept": false, + "reason": "Only weak thematic similarity; not enough to call them the same issue." + }, + { + "left": "issue:40173", + "right": "issue:56236", + "accept": false, + "reason": "Titles differ and there is no shared bug description." + }, + { + "left": "issue:40174", + "right": "issue:56236", + "accept": false, + "reason": "Titles differ and there is no shared bug description." + }, + { + "left": "issue:63909", + "right": "issue:67778", + "accept": false, + "reason": "Different test sources and different context; no sign of the same issue." + }, + { + "left": "issue:63909", + "right": "issue:68138", + "accept": false, + "reason": "Different test sources and different context; no sign of the same issue." + }, + { + "left": "issue:63909", + "right": "issue:66513", + "accept": false, + "reason": "These are both test-related, but the available text does not identify a single underlying bug." + }, + { + "left": "issue:67778", + "right": "issue:68138", + "accept": false, + "reason": "Bot/source differs and the issue descriptions are not the same." + }, + { + "left": "issue:40173", + "right": "issue:68138", + "accept": false, + "reason": "No concrete overlap beyond being test issues." + }, + { + "left": "issue:40174", + "right": "issue:68138", + "accept": false, + "reason": "No concrete overlap beyond being test issues." + }, + { + "left": "issue:32977", + "right": "issue:60271", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:62633", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:62634", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:65953", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67383", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67384", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67385", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67386", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67387", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67388", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67389", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67390", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67391", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:67392", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:62633", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:62634", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:65953", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67383", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67384", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67385", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67386", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67387", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67388", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67389", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67390", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67391", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:67392", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:60271", + "right": "issue:70284", + "accept": true, + "reason": "Exact same generic title with no distinguishing detail; likely the same placeholder test issue." + }, + { + "left": "issue:32977", + "right": "issue:40173", + "accept": false, + "reason": "Titles are similar but not the same; no evidence they refer to one underlying issue." + }, + { + "left": "issue:32977", + "right": "issue:40174", + "accept": false, + "reason": "Titles are similar but not the same; no evidence they refer to one underlying issue." + }, + { + "left": "issue:32977", + "right": "issue:72719", + "accept": false, + "reason": "The closed-state suffix makes this look like a different record, not a clear duplicate of the generic test issue." + }, + { + "left": "issue:40173", + "right": "issue:60271", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:62633", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:62634", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:65953", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67383", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67384", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67385", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67386", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67387", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67388", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67389", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67390", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67391", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:67392", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40173", + "right": "issue:70284", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40174", + "right": "issue:60271", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40174", + "right": "issue:62633", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40174", + "right": "issue:62634", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40174", + "right": "issue:65953", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + }, + { + "left": "issue:40174", + "right": "issue:67383", + "accept": false, + "reason": "Generic test wording only; not enough to prove the same issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays mostly conservative. The exact-title duplicate calls are supported by the titles/body lengths shown, and the choice of 63909 as the richest standalone issue is reasonable. No PR pairs are present." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 48, + "component_count": 378, + "review_unit_index": 2, + "review_unit_count": 2, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-32977-37", + "nodes": [ + "issue:32977", + "issue:37306", + "issue:40173", + "issue:40174", + "issue:51921", + "issue:51929", + "issue:56236", + "issue:60271", + "issue:62633", + "issue:62634", + "issue:63741", + "issue:65104", + "issue:65953", + "issue:66162", + "issue:66250", + "issue:66270", + "issue:66513", + "issue:66995", + "issue:67217", + "issue:67383", + "issue:67384", + "issue:67385", + "issue:67386", + "issue:67387", + "issue:67388", + "issue:67389", + "issue:67390", + "issue:67391", + "issue:67392", + "issue:67778", + "issue:68138", + "issue:68933", + "issue:70284", + "issue:71087", + "issue:72719" + ], + "soft_pairs": [ + "issue:40174|issue:67384", + "issue:40174|issue:67385", + "issue:40174|issue:67386", + "issue:40174|issue:67387", + "issue:40174|issue:67388", + "issue:40174|issue:67389", + "issue:40174|issue:67390", + "issue:40174|issue:67391", + "issue:40174|issue:67392", + "issue:40174|issue:70284", + "issue:60271|issue:72719", + "issue:40173|issue:51929", + "issue:40173|issue:72719", + "issue:40174|issue:72719", + "issue:56236|issue:66513", + "issue:65104|issue:66162", + "issue:66513|issue:71087", + "issue:51921|issue:67778", + "issue:66270|issue:67217", + "issue:66995|issue:72719", + "issue:37306|issue:51929", + "issue:51921|issue:68138", + "issue:56236|issue:66162", + "issue:32977|issue:51929", + "issue:32977|issue:66250", + "issue:51921|issue:71087", + "issue:51929|issue:60271", + "issue:51929|issue:62633", + "issue:51929|issue:62634", + "issue:51929|issue:65953", + "issue:51929|issue:67383", + "issue:51929|issue:67384", + "issue:51929|issue:67385", + "issue:51929|issue:67386", + "issue:51929|issue:67387", + "issue:51929|issue:67388", + "issue:51929|issue:67389", + "issue:51929|issue:67390", + "issue:51929|issue:67391", + "issue:51929|issue:67392", + "issue:51929|issue:67778", + "issue:51929|issue:70284", + "issue:60271|issue:66250", + "issue:62633|issue:66250", + "issue:62634|issue:66250", + "issue:63741|issue:66995", + "issue:66162|issue:68933" + ], + "prepared_review_unit_hash": "15e6f82a5e7725d76e8ebd0f4d10b3c9d067e26d863426e9c4ebe9a24b58f772", + "component_budget": { + "node_count": 37, + "item_count": 37, + "soft_pair_count": 119, + "serialized_chars": 59096, + "estimated_input_tokens": 14774, + "estimated_eval_tokens": 29804 + }, + "budget": { + "node_count": 35, + "item_count": 35, + "soft_pair_count": 47, + "serialized_chars": 30822, + "estimated_input_tokens": 7706, + "estimated_eval_tokens": 15668 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": true, + "analyst_result": { + "summary": "This cluster is dominated by test, placeholder, and misfiled/ignore issues with no concrete bug or code-change evidence, so there is no safe duplicate merge signal.", + "confidence": 0.92, + "canonical_issue_reason": "issue:51929 is the best cluster anchor: it is one of the clearer repeated test items, has an inbound reference, and is more informative than the bare \"test\" placeholders.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:51929 is the most central and representative issue available, but only as a placeholder/test anchor rather than a real bug report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40174", + "right": "issue:67384", + "accept": false, + "reason": "Both are generic test placeholders; title overlap alone is not enough to prove the same underlying bug." + }, + { + "left": "issue:40174", + "right": "issue:67385", + "accept": false, + "reason": "Both are generic test placeholders; no concrete defect details or shared code-path evidence." + }, + { + "left": "issue:40174", + "right": "issue:67386", + "accept": false, + "reason": "Both are generic test placeholders; no evidence of the same bug." + }, + { + "left": "issue:40174", + "right": "issue:67387", + "accept": false, + "reason": "Both are generic test placeholders; title similarity is too weak to merge." + }, + { + "left": "issue:40174", + "right": "issue:67388", + "accept": false, + "reason": "Both are generic test placeholders; there is no substantive bug description." + }, + { + "left": "issue:40174", + "right": "issue:67389", + "accept": false, + "reason": "Both are generic test placeholders; not enough to establish a shared issue." + }, + { + "left": "issue:40174", + "right": "issue:67390", + "accept": false, + "reason": "Both are generic test placeholders; no concrete bug evidence." + }, + { + "left": "issue:40174", + "right": "issue:67391", + "accept": false, + "reason": "Both are generic test placeholders; title overlap alone is insufficient." + }, + { + "left": "issue:40174", + "right": "issue:67392", + "accept": false, + "reason": "Both are generic test placeholders; no shared underlying defect is shown." + }, + { + "left": "issue:40174", + "right": "issue:70284", + "accept": false, + "reason": "Both are generic test placeholders; insufficient evidence of the same bug." + }, + { + "left": "issue:60271", + "right": "issue:72719", + "accept": false, + "reason": "Both are bare \"test\" issues, but that wording is too generic to confirm they are duplicates." + }, + { + "left": "issue:40173", + "right": "issue:51929", + "accept": false, + "reason": "Both are test-related placeholders, but the titles are generic and do not identify the same bug." + }, + { + "left": "issue:40173", + "right": "issue:72719", + "accept": false, + "reason": "Generic test titles only; no concrete defect or shared target." + }, + { + "left": "issue:40174", + "right": "issue:72719", + "accept": false, + "reason": "Generic test titles only; not enough evidence for the same underlying issue." + }, + { + "left": "issue:56236", + "right": "issue:66513", + "accept": false, + "reason": "Both look like test/ignore-style issues, but the text is too generic to assert the same bug." + }, + { + "left": "issue:65104", + "right": "issue:66162", + "accept": false, + "reason": "Both are meta cleanup issues about misfiled/ignored reports, not the same concrete bug." + }, + { + "left": "issue:66513", + "right": "issue:71087", + "accept": false, + "reason": "Both are test-style issues, but the titles/body snippets are too generic to confirm duplication." + }, + { + "left": "issue:51921", + "right": "issue:67778", + "accept": false, + "reason": "Both are test-related, but there is no concrete bug description tying them together." + }, + { + "left": "issue:66270", + "right": "issue:67217", + "accept": false, + "reason": "These are generic/placeholder bug titles only; no shared underlying defect is established." + }, + { + "left": "issue:66995", + "right": "issue:72719", + "accept": false, + "reason": "Generic placeholder issue titles only; insufficient evidence they are the same bug." + }, + { + "left": "issue:37306", + "right": "issue:51929", + "accept": false, + "reason": "Both mention tests, but the available text is too thin to confirm the same defect." + }, + { + "left": "issue:51921", + "right": "issue:68138", + "accept": false, + "reason": "Both are test issues, but there is no evidence they describe the same concrete problem." + }, + { + "left": "issue:56236", + "right": "issue:66162", + "accept": false, + "reason": "Both are placeholder/misfiled-style issues; too little substance to treat as duplicates." + }, + { + "left": "issue:32977", + "right": "issue:51929", + "accept": false, + "reason": "Both are test-related placeholders, but the content does not show the same underlying bug." + }, + { + "left": "issue:32977", + "right": "issue:66250", + "accept": false, + "reason": "Both are placeholder test issues; no concrete shared defect is visible." + }, + { + "left": "issue:51921", + "right": "issue:71087", + "accept": false, + "reason": "Both are test issues, but the evidence is too generic to merge." + }, + { + "left": "issue:51929", + "right": "issue:60271", + "accept": false, + "reason": "Both are generic test placeholders; similar wording is not enough to prove duplication." + }, + { + "left": "issue:51929", + "right": "issue:62633", + "accept": false, + "reason": "Both are bare test placeholders; no shared bug details are present." + }, + { + "left": "issue:51929", + "right": "issue:62634", + "accept": false, + "reason": "Both are bare test placeholders; no shared bug details are present." + }, + { + "left": "issue:51929", + "right": "issue:65953", + "accept": false, + "reason": "Both are generic test placeholders; not enough evidence of the same underlying issue." + }, + { + "left": "issue:51929", + "right": "issue:67383", + "accept": false, + "reason": "Both are test placeholders; the titles are too generic to merge safely." + }, + { + "left": "issue:51929", + "right": "issue:67384", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67385", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67386", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67387", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67388", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67389", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67390", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67391", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67392", + "accept": false, + "reason": "Both are test placeholders; no concrete shared defect is shown." + }, + { + "left": "issue:51929", + "right": "issue:67778", + "accept": false, + "reason": "Both are test-related issues, but the available text is too generic to confirm a duplicate." + }, + { + "left": "issue:51929", + "right": "issue:70284", + "accept": false, + "reason": "Both are generic test placeholders; insufficient evidence for the same bug." + }, + { + "left": "issue:60271", + "right": "issue:66250", + "accept": false, + "reason": "Both are generic test placeholders; the wording is too thin to establish duplication." + }, + { + "left": "issue:62633", + "right": "issue:66250", + "accept": false, + "reason": "Both are generic test placeholders; no concrete shared defect is visible." + }, + { + "left": "issue:62634", + "right": "issue:66250", + "accept": false, + "reason": "Both are generic test placeholders; no concrete shared defect is visible." + }, + { + "left": "issue:63741", + "right": "issue:66995", + "accept": false, + "reason": "Both are meta issues about being closed/misfiled, not the same underlying bug." + }, + { + "left": "issue:66162", + "right": "issue:68933", + "accept": false, + "reason": "Both are cleanup/ignore-style issues; 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": 49, + "component_count": 378, + "review_unit_index": 1, + "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": "4d701726352aa7d83d9b4d43ac8f0f66dc71802d6741179714dd1b1e116209c6", + "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 agent/orchestration area, but they describe different capabilities: QoS/priority control vs interrupt + wall broadcast. They should not be deduplicated.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 33094 is the cleaner representative only if a single issue must be chosen, but it is not a duplicate of 33095; the requests target different behaviors.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 33094 is slightly more self-contained and specific, but there is no true duplicate in this cluster.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33094", + "right": "issue:33095", + "accept": false, + "reason": "Different feature requests with different code paths and outcomes: priority/QoS control vs interrupt and wall broadcast." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33151-2", + "nodes": [ + "issue:33151", + "issue:38682" + ], + "soft_pairs": [ + "issue:33151|issue:38682" + ], + "prepared_review_unit_hash": "c6fa1823ba9a8b2ba22133e4282cdb69152341d9c068366e9f86e27f4821de7c", + "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 are related by general gateway recovery/network interruption symptoms, but they describe different failure modes and likely different fixes: one is about restart/shutdown being blocked by hung requests, the other about macOS VPN reconnection and LaunchAgent respawn behavior.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 38682 is the more specific, concrete report: it isolates the auto-recovery failure after VPN reconnection on macOS. Issue 33151 mixes restart-time network interruption with hung-request shutdown blockage, making it broader and less canonical for this pair.", + "canonical_pr_reason": null, + "best_issue_reason": "38682 is the better representative because it has a narrower, actionable symptom and a clearer operational context. 33151 reads like a separate shutdown/restart bug rather than the same recovery defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33151", + "right": "issue:38682", + "accept": false, + "reason": "Both concern gateway recovery after network problems, but one is about hung requests preventing shutdown during restart, while the other is about VPN reconnection and LaunchAgent respawn on macOS. Different trigger, behavior, and likely fix." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33219-10", + "nodes": [ + "issue:33219", + "issue:33424", + "issue:34630", + "issue:34903", + "issue:34912", + "issue:35005", + "issue:36983", + "issue:37114", + "issue:37550", + "issue:37701" + ], + "soft_pairs": [ + "issue:33219|issue:37114", + "issue:33424|issue:34630", + "issue:33424|issue:37701", + "issue:34630|issue:36983", + "issue:34630|issue:37701", + "issue:34630|issue:37114", + "issue:34630|issue:34912", + "issue:34903|issue:35005", + "issue:34903|issue:36983", + "issue:34903|issue:37701", + "issue:34912|issue:35005", + "issue:34912|issue:37701", + "issue:35005|issue:36983", + "issue:35005|issue:37701", + "issue:35005|issue:37114", + "issue:36983|issue:37114", + "issue:36983|issue:37701", + "issue:36983|issue:37550", + "issue:37114|issue:37701", + "issue:37550|issue:37701" + ], + "prepared_review_unit_hash": "9c4c7db7298863a555af2f930d444ebf846f3c7ab598900f0d8a34a0f15c6dbe", + "component_budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 20, + "serialized_chars": 13027, + "estimated_input_tokens": 3257, + "estimated_eval_tokens": 6770 + }, + "budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 20, + "serialized_chars": 13027, + "estimated_input_tokens": 3257, + "estimated_eval_tokens": 6770 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These reports all describe the same macOS crash family: a Swift exclusivity / fatal access conflict in the Talk/Voice Wake overlay presentation path, usually surfacing in present() or TalkOverlayView during launch or activation. The broadest umbrella report is issue 33424.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 33424 is the best canonical issue because it is the most comprehensive duplicate description, explicitly covering both TalkOverlayController.present() and VoiceWakeOverlayController.present(), which matches the shared crash family across the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 33424 is the best overall representative because it spans the widest set of affected entry points while still pointing at the same concrete exclusivity crash.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33219", + "right": "issue:37114", + "accept": true, + "reason": "Same underlying macOS exclusivity crash family in the Talk/Voice Wake overlay path; different trigger wording, same root symptom." + }, + { + "left": "issue:33424", + "right": "issue:34630", + "accept": true, + "reason": "Both report the same Swift exclusivity crash in the overlay presentation flow, with one explicitly naming controller.present() and the other the TalkOverlayView path." + }, + { + "left": "issue:33424", + "right": "issue:37701", + "accept": true, + "reason": "Both describe the same talk-mode launch exclusivity violation; 33424 is the umbrella report and 37701 is a later duplicate variant." + }, + { + "left": "issue:34630", + "right": "issue:36983", + "accept": true, + "reason": "Both are Talk mode launch/activation crashes with the same exclusivity violation in the Talk overlay path." + }, + { + "left": "issue:34630", + "right": "issue:37701", + "accept": true, + "reason": "Same TalkOverlayView exclusivity violation reported with slightly different wording and launch conditions." + }, + { + "left": "issue:34630", + "right": "issue:37114", + "accept": true, + "reason": "Same talk mode crash-loop caused by the TalkOverlayView exclusivity error." + }, + { + "left": "issue:34630", + "right": "issue:34912", + "accept": true, + "reason": "Both are the same overlay crash family; one frames it as TalkOverlayView, the other as VoiceWakeOverlayController.present()." + }, + { + "left": "issue:34903", + "right": "issue:35005", + "accept": true, + "reason": "Both point to the same fatal access conflict in TalkOverlayController.present() during startup/voice-wake related activation." + }, + { + "left": "issue:34903", + "right": "issue:36983", + "accept": true, + "reason": "Same crash family in the talk overlay path; one names controller.present(), the other the TalkOverlayView exclusivity violation." + }, + { + "left": "issue:34903", + "right": "issue:37701", + "accept": true, + "reason": "Same underlying Talk overlay exclusivity crash, reported with a different launch trigger." + }, + { + "left": "issue:34912", + "right": "issue:35005", + "accept": true, + "reason": "Both describe the same macOS overlay crash around present(), differing only in the activation path mentioned." + }, + { + "left": "issue:34912", + "right": "issue:37701", + "accept": true, + "reason": "Same Voice Wake / Talk mode exclusivity crash family in the macOS overlay code." + }, + { + "left": "issue:35005", + "right": "issue:36983", + "accept": true, + "reason": "Both are launch-time SIGABRT/fatal access conflict reports tied to the same Talk overlay code path." + }, + { + "left": "issue:35005", + "right": "issue:37701", + "accept": true, + "reason": "Same launch crash in the Talk overlay exclusivity violation path." + }, + { + "left": "issue:35005", + "right": "issue:37114", + "accept": true, + "reason": "Both describe the same crash-looping Talk mode launch failure caused by the overlay exclusivity bug." + }, + { + "left": "issue:36983", + "right": "issue:37114", + "accept": true, + "reason": "Near-identical TalkOverlayView exclusivity crash reports with the same launch/crash-loop behavior." + }, + { + "left": "issue:36983", + "right": "issue:37701", + "accept": true, + "reason": "Same Talk mode launch crash, with only wording and reproduction details differing." + }, + { + "left": "issue:36983", + "right": "issue:37550", + "accept": true, + "reason": "Both are the same fatal access conflict in TalkOverlayView on launch." + }, + { + "left": "issue:37114", + "right": "issue:37701", + "accept": true, + "reason": "Same Talk mode launch crash caused by the TalkOverlayView exclusivity violation." + }, + { + "left": "issue:37550", + "right": "issue:37701", + "accept": true, + "reason": "Same TalkOverlayView crash on launch, differing only in app/version wording." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the titles consistently point to the same macOS Swift exclusivity / fatal access conflict family across TalkOverlayController.present(), VoiceWakeOverlayController.present(), and TalkOverlayView. The canonical choice of issue 33424 is conservative and supported by its broader title coverage. The soft-edge acceptances are generally cautious and aligned with the available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 52, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33242-2", + "nodes": [ + "issue:33242", + "issue:42062" + ], + "soft_pairs": [ + "issue:33242|issue:42062" + ], + "prepared_review_unit_hash": "0b8e5f06f4a07341d20adb9f73fc6beaa0393b7708ea4590b2e73eebad2fd583", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1581, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The packet supports a loose relation between the two issues, but not a confirmed duplicate: both describe plain-text thinking leaking to users, and #42062 cites #33242 as a similar case. That is enough for topical similarity, not enough to prove the same root bug or a canonical tracker choice.", + "confidence": 0.45, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#33242 is the stronger provisional tracker candidate because it is earlier and has the broader, more general description. However, the packet does not establish that #42062 is the same underlying bug, so this is only a tentative preference.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33242", + "right": "issue:42062", + "accept": false, + "reason": "Rejecting as a duplicate on the available evidence: the packet shows only title-level similarity plus #42062's reference to #33242 as a similar case. That supports relatedness, but not a same-root-cause match." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is too strong for the evidence in the packet. The only linkage shown is title-level similarity and the explicit reference in #42062 to #33242 as a similar case; there is no packet evidence that they are the same root bug or that #33242 should be the canonical tracker. The soft-edge verdict is also not conservative enough given deterministic_accept=false and only soft_similarity evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 53, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33270-2", + "nodes": [ + "issue:33270", + "issue:34004" + ], + "soft_pairs": [ + "issue:33270|issue:34004" + ], + "prepared_review_unit_hash": "cd87bc7a11da82dbe9b1e2736a2a0cf45c1487da6e01311bf30f8da9e9be91e9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1609, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1609, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The issues are thematically related as Discord bot self-profile/presence features, but they are not strong duplicates: #33270 includes runtime health signaling/auto presence, while #34004 is explicitly constrained to nickname/avatar/status. That supports a related-feature cluster, not a same-issue merge.", + "confidence": 0.64, + "canonical_issue_reason": "#33270 is the better canonical issue because it is the broader, more encompassing feature request and provides the main anchor for the shared Discord self-update theme; it also has slightly more inbound references and is already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "#33270 is the best single issue for the cluster because it covers the widest useful scope of the shared feature area without being narrower than #34004.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33270", + "right": "issue:34004", + "accept": false, + "reason": "The titles overlap on Discord self-updates, but the scopes differ materially: #33270 adds runtime health signaling/auto presence, while #34004 is limited to nickname/avatar/status. This is relatedness, not clear equivalence or a narrowed reformulation." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The shared theme is grounded, but the soft-edge verdict is a bit too strong for the evidence. The packet only shows soft_similarity between two differently scoped feature requests: #33270 adds runtime health signaling/auto presence, while #34004 is explicitly limited to nickname/avatar/status. That supports relatedness, not confident equivalence or a clear narrowed reformulation. I\u2019d accept a conservative \u201cpossibly related\u201d stance, but not a same-issue-style acceptance." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 54, + "component_count": 378, + "review_unit_index": 1, + "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": "3bea68abdb13fd20cd5c79fe38f0bb5863e69abd9748dc33719133915651d932", + "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 items are JSON-streaming crash reports, but they describe different failure signatures: one is Anthropic invalid escape handling, the other is a generic partialParse delimiter error. They look related at the subsystem level, but not the same underlying bug.", + "confidence": 0.78, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:65566 is the cleaner standalone report: it states the concrete runtime failure and parse error signature more generally, without tying it to a specific provider quirk.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33280", + "right": "issue:65566", + "accept": false, + "reason": "Different apparent causes and error shapes: invalid escape sequences in Anthropic streaming vs partial JSON parse expecting ',' or ']' / '}'. Related area, but not clearly 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": 55, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33370-2", + "nodes": [ + "issue:33370", + "issue:39554" + ], + "soft_pairs": [ + "issue:33370|issue:39554" + ], + "prepared_review_unit_hash": "e00b3e2f99fe71acfc929f83433e35de43c5414ae37f7105714d4ef493e1d6f4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items concern Google Chat message threading, but they describe different failure modes: one reports DM replies being posted as threaded responses, while the other reports send failures from an invalid thread resource name.", + "confidence": 0.88, + "canonical_issue_reason": "issue:39554 is the more specific, actionable bug report about a concrete Chat plugin send failure; issue:33370 describes a different DM threading behavior bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:39554 is the best anchor for this cluster because it pinpoints an explicit invalid-thread-name failure path and is open for follow-up; issue:33370 is related to Chat but not the same defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33370", + "right": "issue:39554", + "accept": false, + "reason": "Reject: these are different bugs. 33370 is about replies in DMs being threaded incorrectly, while 39554 is about message sends failing due to an invalid thread resource name." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33403-4", + "nodes": [ + "issue:33403", + "issue:33461", + "issue:37497", + "issue:61680" + ], + "soft_pairs": [ + "issue:33403|issue:61680", + "issue:33403|issue:33461", + "issue:33403|issue:37497", + "issue:37497|issue:61680" + ], + "prepared_review_unit_hash": "1ed664d35b20a79675b01499996b479c528b8c2fd5974914ca9f9cabc57890a5", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3810, + "estimated_input_tokens": 953, + "estimated_eval_tokens": 2162 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3810, + "estimated_input_tokens": 953, + "estimated_eval_tokens": 2162 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four reports point to the same delivery retry bug: permanent HTTP 400-style failures are being treated as retryable, so they get retried on restart or indefinitely instead of being marked permanent.", + "confidence": 0.88, + "canonical_issue_reason": "issue:33461 is the clearest root-cause description: it explicitly states that HTTP 400 errors in delivery should be treated as permanent, which subsumes the restart/retry symptoms in the other reports.", + "canonical_pr_reason": null, + "best_issue_reason": "33461 is the best representative because it is general, fix-oriented, and not limited to one specific permanent-error example or one symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33403", + "right": "issue:61680", + "accept": true, + "reason": "Both describe the same restart-time retry bug for permanent 400-class delivery failures; 61680 is just a specific example ('message too long') of the same underlying problem." + }, + { + "left": "issue:33403", + "right": "issue:33461", + "accept": true, + "reason": "33461 states the same underlying defect directly: HTTP 400 delivery failures are being treated as retryable, matching 33403's symptom of permanent 400 failures being retried after restart." + }, + { + "left": "issue:33403", + "right": "issue:37497", + "accept": true, + "reason": "Both reports describe permanent delivery failures being retried indefinitely; the error examples differ, but the bug is the same retry-on-permanent-failure behavior." + }, + { + "left": "issue:37497", + "right": "issue:61680", + "accept": true, + "reason": "These are very close duplicates: both concern delivery-recovery endlessly retrying permanent failures, with 61680 giving a specific 400 example ('message too long')." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is well grounded in the issue titles and stays reasonably conservative. The pairwise accepts are supported by the shared theme of permanent delivery failures being retried, and the summary avoids introducing a separate bug category." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 57, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33448-2", + "nodes": [ + "issue:33448", + "issue:61210" + ], + "soft_pairs": [ + "issue:33448|issue:61210" + ], + "prepared_review_unit_hash": "20ec96670865ad2fe31a95e5643fc95871e616cffb46887a380438803f0be327", + "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": "The two issues are related only at a broad context-management level, but they request different features: one is about message-count-based pruning, the other about deduplicating repeated file reads. They do not describe the same underlying bug or change.", + "confidence": 0.95, + "canonical_issue_reason": "Issue 33448 is the broader, more central context-pruning request, but it is not a duplicate of 61210.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 33448 is the better anchor for the cluster because it targets core context pruning, while 61210 is a separate optimization concern.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33448", + "right": "issue:61210", + "accept": false, + "reason": "Different feature requests: message-count-based context pruning versus deduplicating repeated file reads. They share a subsystem, 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": 58, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33679-2", + "nodes": [ + "issue:33679", + "issue:39784" + ], + "soft_pairs": [ + "issue:33679|issue:39784" + ], + "prepared_review_unit_hash": "e39d9ff39caadfe4a22b2a0eb652bc3c4ce799d205eb4a5326623e46c24ca6b2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1612, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1612, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are related compaction-policy feature requests, but they describe different controls: one halts a session when compaction fails, the other caps the number of compactions per session. They share a subsystem, not the same underlying change.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #33679 is the broader, more directly scoped policy request around compaction failure handling, making it a better umbrella representative for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #33679 is the best standalone representative because it captures the higher-level behavior change request, while #39784 is a narrower session-limit variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33679", + "right": "issue:39784", + "accept": false, + "reason": "Reject: these are different feature requests. One wants to stop the session on compaction failure; the other wants a hard per-session cap to prevent compaction loops. Related theme, 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": 59, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-33827-2", + "nodes": [ + "issue:33827", + "issue:48964" + ], + "soft_pairs": [ + "issue:33827|issue:48964" + ], + "prepared_review_unit_hash": "f81f25ec284aed953c63d25ade2a232e247a0f9bfd6269b6ac2189df599daa5b", + "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 two issues are both about sub-agent timeout behavior, but they describe different outcomes: one is about returning partial results/diagnostics on timeout, the other is about automatically saving progress on timeout. They are related but not the same underlying bug/change.", + "confidence": 0.82, + "canonical_issue_reason": "Issue #33827 is the more concrete bug report: it describes the current timeout failure mode and the missing diagnostic/partial-result behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "#33827 is the best representative for the cluster because it is a specific user-facing bug with clear expected behavior on timeout.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:33827", + "right": "issue:48964", + "accept": false, + "reason": "Related timeout topic, but different requested behavior: diagnostics/partial results vs auto-saving progress. 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": "issue", + "component_index": 60, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34493-2", + "nodes": [ + "issue:34493", + "issue:35203" + ], + "soft_pairs": [ + "issue:34493|issue:35203" + ], + "prepared_review_unit_hash": "828120ae00f25cb292883c00440e1bb4a01a329b87defa154a6e0b1b11400326", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1653, + "estimated_input_tokens": 414, + "estimated_eval_tokens": 1084 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1653, + "estimated_input_tokens": 414, + "estimated_eval_tokens": 1084 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two distinct RFC issues: one proposes memory consolidation via a Zettelkasten-linked graph and sleep consolidation, while the other proposes multi-agent collaboration features with capability profiling, shared blackboard, layered memory, and token-cost governance. They do not describe the same underlying bug 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:34493", + "right": "issue:35203", + "accept": false, + "reason": "Different RFCs with different goals, mechanisms, and problem domains; 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": 61, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34574-2", + "nodes": [ + "issue:34574", + "issue:62692" + ], + "soft_pairs": [ + "issue:34574|issue:62692" + ], + "prepared_review_unit_hash": "6cf77689d5d73e90a12bb4cb91fcd0823d4cb207b4e73e14d4e607621300b797", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-34624-2", + "nodes": [ + "issue:34624", + "issue:59253" + ], + "soft_pairs": [ + "issue:34624|issue:59253" + ], + "prepared_review_unit_hash": "b5838a978b4856aab19a8e15053660f3bc183c77d35e48aa4a1b9745ec0da707", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1554, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1554, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related feature requests around model failover and circuit breaking, but they are not clearly the same underlying request: one is specifically about a global circuit breaker for failover chains, while the other adds configurable overload retry count plus a circuit breaker. I would not merge them as duplicates on the available evidence.", + "confidence": 0.74, + "canonical_issue_reason": "issue #59253 is the broader and more specific feature request, explicitly covering both overload retry count and a circuit breaker for model failover; #34624 is narrower and framed around a global circuit breaker for failover chains.", + "canonical_pr_reason": null, + "best_issue_reason": "#59253 is the better representative issue because its title suggests the fuller scope of the work, making it a more useful canonical tracking item than the more narrowly phrased #34624.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:34624", + "right": "issue:59253", + "accept": false, + "reason": "The titles overlap on circuit breaking and failover, but they describe different scopes and likely different implementation requests. Shared subsystem language alone is not enough to treat them as 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": 63, + "component_count": 378, + "review_unit_index": 1, + "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": "1eebeadb827fa4feaaaca1819b59e17042d533f176701f8657efc28cfdbe8292", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1545, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1545, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are related Skill Creator evaluation ideas, but the evidence is too weak to conclude they are the same request. 64791 is the more specific and actionable topic, yet the packet only shows title-level similarity and no shared targets/files or other concrete overlap.", + "confidence": 0.52, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64791 is the strongest representative of the cluster topic because it is more concrete (eval/benchmark loop and description optimizer), but it should be treated as a related issue rather than a confirmed duplicate of 35042.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35042", + "right": "issue:64791", + "accept": false, + "reason": "Reject: the linkage is only soft similarity with a low Jaccard score, and there are no shared targets, files, or explicit body-level confirmations that these are the same underlying feature request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is a bit too strong for the evidence available. The packet only shows title-level similarity and a low Jaccard score, with no shared targets/files or other concrete linkage, so saying the issues \"describe the same\" enhancement goes beyond what is grounded. A safer verdict would be that they are related Skill Creator evaluation ideas, but not confidently the same issue. The soft-edge accept should be rejected or softened unless the issue bodies explicitly confirm overlap." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 64, + "component_count": 378, + "review_unit_index": 1, + "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": "a997111565a27ba22c9928b482898b8d8a9a766e59f162a64e020d24e4c3e1fc", + "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": "Both issues concern hook/session routing in hooks/agent, but they describe different symptoms: one is about summaries being kept in the requested session and tagged correctly, while the other is about a `deliver:false` hook still injecting a system event into the main session. Related area, not clearly the same bug.", + "confidence": 0.68, + "canonical_issue_reason": "Issue 35083 is the better canonical issue because it describes the broader session-routing problem and the intended fix more directly: keep summaries in the requested session and use the hook lane tag.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35083 is the strongest representative for the cluster since it frames the underlying hook/session placement behavior rather than only one specific symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35083", + "right": "issue:36325", + "accept": false, + "reason": "The titles overlap on hooks/session handling, but the concrete bugs differ: summary/session placement vs. `deliver:false` leaking a system event into the main session. Not enough evidence they are 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": 65, + "component_count": 378, + "review_unit_index": 1, + "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": "e55cdddcf3c07d06fc758257c489052c1ce170b1bd99d6c1cf21b573e4d23ec8", + "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": "These are effectively the same closed issue, with the second one clearly a revised re-report of the same Browser Tool targetUrl-required testing failure.", + "confidence": 0.98, + "canonical_issue_reason": "#35157 is the original report; #35166 is explicitly a revised version of the same bug and adds no distinct problem statement.", + "canonical_pr_reason": null, + "best_issue_reason": "#35157 is the clearest canonical issue because it appears first and is the base report rather than the revised duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35157", + "right": "issue:35166", + "accept": true, + "reason": "Titles match almost exactly and the second issue is marked as a revised version; both describe the same targetUrl-required Browser Tool testing blocker." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: the titles are nearly identical, and #35166 is explicitly marked as a revised version. The canonical choice of #35157 as the earlier/base report is conservative. No 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": 66, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35192-5", + "nodes": [ + "issue:35192", + "issue:36985", + "issue:39250", + "issue:40609", + "issue:41395" + ], + "soft_pairs": [ + "issue:35192|issue:41395", + "issue:35192|issue:36985", + "issue:36985|issue:39250", + "issue:36985|issue:41395", + "issue:40609|issue:41395" + ], + "prepared_review_unit_hash": "0ef6a5730352cdda25f65cbf9d30a80140baf01d5107d16d289d896a42a70ba1", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 5, + "serialized_chars": 4603, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 5, + "serialized_chars": 4603, + "estimated_input_tokens": 1151, + "estimated_eval_tokens": 2558 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster splits into two unrelated maintenance threads: one duplicate pair about migrating legacy gateway.bind config, one set of host-specific gateway-behind-main update tickets, plus an unrelated credential-authentication container issue. The only clear duplicate is 36985 \u2194 39250.", + "confidence": 0.93, + "canonical_issue_reason": "39250 is the best canonical issue because it states the underlying change generically: migrate legacy gateway.bind to the new bind mode format. It is broader and less host-specific than 36985.", + "canonical_pr_reason": null, + "best_issue_reason": "39250 is the strongest representative of the duplicate subgroup because it describes the actual config migration in general terms rather than one gateway instance.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35192", + "right": "issue:41395", + "accept": false, + "reason": "Both are gateway maintenance tickets, but they refer to different host-specific behind-main situations and different maintenance scopes. The packet does not support treating them as the same issue." + }, + { + "left": "issue:35192", + "right": "issue:36985", + "accept": false, + "reason": "35192 is about a gateway being behind main, while 36985 is about migrating legacy gateway.bind config. Different underlying problems." + }, + { + "left": "issue:36985", + "right": "issue:39250", + "accept": true, + "reason": "Both describe the same legacy gateway.bind migration to the new bind-mode format, and 39250 is the more general formulation of that change." + }, + { + "left": "issue:36985", + "right": "issue:41395", + "accept": false, + "reason": "A config migration ticket and an urgent behind-main update ticket are not the same bug or change." + }, + { + "left": "issue:40609", + "right": "issue:41395", + "accept": false, + "reason": "40609 is about unhealthy containers from credential authentication failure, while 41395 is a behind-main update ticket. These are different failure modes." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "Rejecting because one soft-edge rationale is not grounded in the packet: the 35192\u201341395 explanation attributes a credential-authentication/unhealthy-container failure mode to 41395, but the packet only shows 41395 as a gateway behind-main/urgent update ticket. The duplicate call on 36985\u201339250 is plausible, but the unsupported characterization makes the overall output insufficiently precise." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 67, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35459-2", + "nodes": [ + "issue:35459", + "issue:43182" + ], + "soft_pairs": [ + "issue:35459|issue:43182" + ], + "prepared_review_unit_hash": "d7c184688c65a452a3083a3576a2081c208a9cff456127ddda8621b2b0397719", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1457, + "estimated_input_tokens": 365, + "estimated_eval_tokens": 986 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1457, + "estimated_input_tokens": 365, + "estimated_eval_tokens": 986 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are both very short test-like posts, but they do not describe the same underlying problem. The second is specifically about \u201cOpenClaw \u6280\u80fd\u6d4b\u8bd5,\u201d while the first is just a generic \u201c\u6d4b\u8bd5\u201d placeholder.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:43182 is the more specific and informative report, so it is the better representative if one item must be chosen.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35459", + "right": "issue:43182", + "accept": false, + "reason": "Titles are only loosely similar; one is a generic test placeholder and the other is a specific OpenClaw skill test, so they do not appear to be 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": 68, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35579-2", + "nodes": [ + "issue:35579", + "issue:51880" + ], + "soft_pairs": [ + "issue:35579|issue:51880" + ], + "prepared_review_unit_hash": "8993e2609fc78fd6fe004ef492a49c76cced22c4479918868471d86840f60177", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1555, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1555, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to Telegram group reply behavior, but they describe different feature requests: one is for ignoring replies to bots, the other for agent-specific reply accounts in group messages.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #35579 is the more concrete, narrowly scoped feature request and best represents the Telegram-group reply-handling request discussed here.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #35579 is the clearest and most actionable issue in the cluster; #51880 is broader and targets a different behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35579", + "right": "issue:51880", + "accept": false, + "reason": "They concern different features: ignoring replies to bots versus selecting an agent-specific reply account for group messages. Same subsystem, but not the same underlying request." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35623-3", + "nodes": [ + "issue:35623", + "issue:35624", + "issue:48669" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "5a9ff4d72f1f69721b8a7c6cce6423b68a54ed56e4ea1d39be1785cdb458ad7d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 0, + "serialized_chars": 2048, + "estimated_input_tokens": 512, + "estimated_eval_tokens": 1280 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 0, + "serialized_chars": 2048, + "estimated_input_tokens": 512, + "estimated_eval_tokens": 1280 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues appear to describe the same BlueBubbles chat-target resolution bug: losing iMessage-vs-SMS service context causes fallback to the SMS thread/chat. Two issues are exact duplicates; the third is a closely related rephrasing of the same underlying behavior.", + "confidence": 0.84, + "canonical_issue_reason": "Issue #35623 is the most complete and explicit writeup, and it is duplicated by #35624 with identical title/body. It also has the strongest linkage among the duplicate pair, so it is the best canonical anchor for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#35623 is the best representative of the cluster because it is the most detailed description of the bug and directly names the root cause (chat_guid normalization dropping service info).", + "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": 70, + "component_count": 378, + "review_unit_index": 1, + "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": "e33b55e85ae52547c4141fe72dfebd317ddc39c51b21d20da5df4141e3ef3710", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2547, + "estimated_input_tokens": 637, + "estimated_eval_tokens": 1530 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2547, + "estimated_input_tokens": 637, + "estimated_eval_tokens": 1530 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are thematically related to agent operations at scale, but they describe different failure modes: registry visibility, onboarding automation, and governance drift detection. I would not dedupe them.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 35802 is the broadest and most central: it captures the runtime coordination problem of the orchestrator not knowing which agents are running. The others are adjacent process/governance problems rather than the same defect.", + "canonical_pr_reason": null, + "best_issue_reason": "35802 is the best representative for the cluster because it states the core operational gap most directly and at the highest level; 35804 and 35805 are narrower supporting concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35802", + "right": "issue:35804", + "accept": false, + "reason": "Related area, but not the same bug: 35802 is about orchestrator visibility into live agents, while 35804 is about manual, non-reproducible onboarding and lack of validation." + }, + { + "left": "issue:35804", + "right": "issue:35805", + "accept": false, + "reason": "Different underlying problem: 35804 targets onboarding automation, whereas 35805 targets detection of governance/context drift after files change." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-35807-2", + "nodes": [ + "issue:35807", + "issue:62603" + ], + "soft_pairs": [ + "issue:35807|issue:62603" + ], + "prepared_review_unit_hash": "984ab9000a11969e45780a15ed631241d1674159e74b4c6f527783888aa61719", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "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 closed issues are likely duplicate or closely related reports about Exec tool corruption of PowerShell pipeline variables on Windows, but the evidence is limited to title-level similarity and does not justify treating them as definitively the same bug.", + "confidence": 0.76, + "canonical_issue_reason": "Issue 35807 is the better canonical because it contains the more specific symptom description (`\\` stripping and `-f` operator breakage), which makes it more useful for deduping and tracking the failure mode.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 35807 is the strongest representative of the cluster because it is the more detailed report of the Windows PowerShell pipeline-variable corruption behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35807", + "right": "issue:62603", + "accept": false, + "reason": "The two issues are only softly similar by title. There are no explicit links, shared files, or shared targets, so the evidence is too thin to conclude they describe the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster is plausibly related, but the verdict is a bit too strong for the evidence available. The packet only shows title-level soft similarity between two closed issues with no explicit links or shared artifacts, so wording like \"same underlying bug\" / \"both describe the same bug\" overstates confidence. A more conservative characterization would be \"likely duplicate or closely related reports of the same Exec tool PowerShell pipeline-variable corruption issue.\"" + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 72, + "component_count": 378, + "review_unit_index": 1, + "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": "2a4f608d9d0b0ef4411c7b2b9a6c37b4382cb9f22cc0618fdca0de47c076041a", + "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 both about configuration handling, but they describe different problems: one requests adding a new `pdfModel` config key, while the other reports `doctor` silently removing unknown keys. They are related at a subsystem level, not the same underlying bug or change.", + "confidence": 0.87, + "canonical_issue_reason": "Issue #35864 is the better representative because it describes the more general config-processing bug, while #35857 is a specific feature request for a new schema field. They are not duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "#35864 is the strongest standalone issue because it captures the concrete failure mode and likely drives the broader config-validation behavior; #35857 is narrower and more like a feature addition.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35857", + "right": "issue:35864", + "accept": false, + "reason": "Do not merge: one is a request to add `agents.defaults.pdfModel` to the config schema, the other is a bug about `doctor` stripping unknown keys without warning. Same area, but different 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": 73, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36035-2", + "nodes": [ + "issue:36035", + "issue:39176" + ], + "soft_pairs": [ + "issue:36035|issue:39176" + ], + "prepared_review_unit_hash": "34e0b88f15104eedb3c28eba7920ef50ff7e0a7fb679091945405ba256406020", + "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 about different SQLite connection settings and different failure modes, so they should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": "No true duplicate here; if one issue must serve as the representative, #39176 is the more concrete connection-lifecycle bug report.", + "canonical_pr_reason": null, + "best_issue_reason": "#39176 is the stronger anchor because it describes a specific per-connection initialization problem with a clear corrective action.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36035", + "right": "issue:39176", + "accept": false, + "reason": "Reject: #36035 is about default WAL journal mode for in-memory SQLite, while #39176 is about setting busy_timeout on every new connection. They concern different SQLite options and code paths, 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": 74, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36059-2", + "nodes": [ + "issue:36059", + "issue:38307" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "7cc34473e303aca3a9f5428c3432d4877404fab55993c331b96d0ad348bc058f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1319, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1319, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same recurring BlueBubbles stale-socket reconnect/restart symptom, with one giving a newer/more detailed report and environment context.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 38307 is the more detailed representative: it explicitly describes periodic stale-socket restarts, inbound gaps, and the multi-account macOS 26.3 context, which makes it the better canonical record.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 38307 is the strongest issue in the cluster because it is the most specific and actionable description of the underlying bug.", + "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": 75, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36385-4", + "nodes": [ + "issue:36385", + "issue:37140", + "issue:37252", + "issue:38076" + ], + "soft_pairs": [ + "issue:36385|issue:37140", + "issue:36385|issue:38076", + "issue:37140|issue:37252" + ], + "prepared_review_unit_hash": "121cd287acfa130e7cf03290d30eef3adb970321f5fbee40d6e1aa42f816154d", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3392, + "estimated_input_tokens": 848, + "estimated_eval_tokens": 1952 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3392, + "estimated_input_tokens": 848, + "estimated_eval_tokens": 1952 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are mostly unrelated validation issues: two concern different `skill-creator` quick validation rules, one is a `skill-creator` parsing tweak, and one is a Telegram outbound parsing bug. They share a broad validation theme but not the same underlying defect.", + "confidence": 0.82, + "canonical_issue_reason": "`issue:36385` is the clearest representative of the cluster because it is a concrete `skill-creator` quick-validation bug and the most general validation failure among the items.", + "canonical_pr_reason": null, + "best_issue_reason": "`issue:36385` best fits as the canonical issue since it is a direct validation defect in the shared `skill-creator` area, whereas the others are narrower or unrelated validation problems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36385", + "right": "issue:37140", + "accept": false, + "reason": "Both are about `skill-creator` quick validation, but they target different rules (`name/description` emptiness vs `allowed-tools` list shape), so they are not the same bug." + }, + { + "left": "issue:36385", + "right": "issue:38076", + "accept": false, + "reason": "Same subsystem, but this is a different parsing behavior (`--resources` case-insensitivity) and not the same underlying validation defect." + }, + { + "left": "issue:37140", + "right": "issue:37252", + "accept": false, + "reason": "These concern different products and code paths: `skill-creator` validation versus Telegram outbound numeric parsing." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36528-2", + "nodes": [ + "issue:36528", + "issue:37878" + ], + "soft_pairs": [ + "issue:36528|issue:37878" + ], + "prepared_review_unit_hash": "1fcfbe7f1f7b780f0ee44194404c1809f6a984e98ae69719c90e240ff7658203", + "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 share the same `model-usage` area but describe different bugs: one rejects mismatched providers in JSON input, the other handles numeric-string costs and non-finite values. They should not be merged as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": "No single canonical issue stands out because the reports describe different failure modes rather than the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "If forced to pick a representative, issue #37878 is slightly better as the current actionable report, but it is still a distinct problem from #36528.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36528", + "right": "issue:37878", + "accept": false, + "reason": "Different concrete bugs in the same subsystem: provider mismatch validation vs parsing/handling numeric-string and non-finite cost values. 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": 77, + "component_count": 378, + "review_unit_index": 1, + "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": "7148ff5f0b51370cd98ffe81b76e273a99bde5dbb7e51aca8808fb31ea5fb70c", + "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": "The two issues are related to Discord system-owner security behavior, but they describe different problems: one is about enforcing ID-only authorization paths, the other about matching doctor token detection to runtime security checks. They are not the same underlying bug.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 36549 is the more central security problem statement: it targets the actual authorization enforcement path in Discord. Issue 36550 is narrower and appears to concern a diagnostic/tooling mismatch rather than the core runtime rule.", + "canonical_pr_reason": null, + "best_issue_reason": "36549 is the best representative issue because it describes the primary security enforcement change, while 36550 is a related follow-up/adjacent check rather than the same defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36549", + "right": "issue:36550", + "accept": false, + "reason": "Same subsystem and security theme, but different concrete problems: authorization enforcement versus doctor/token detection alignment. Not enough evidence that they are duplicates or 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": 78, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36576-2", + "nodes": [ + "issue:36576", + "issue:48913" + ], + "soft_pairs": [ + "issue:36576|issue:48913" + ], + "prepared_review_unit_hash": "41ba14fd1dce4114571b2c469caf8cc6e04e24fc6317d98b8d3b7a53f89712c9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1532, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1532, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are loosely related around retry behavior, but they do not describe the same concrete change. The backoff/retry fix for transient provider errors (429/529) is more specific than the broader \u201cSingle-Model Retry Logic\u201d feature request.", + "confidence": 0.77, + "canonical_issue_reason": "Issue #36576 is the better canonical issue because it names a specific failure mode and an actionable fix: retrying transient AI provider errors with backoff.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #36576 is the strongest representative of the cluster since it is the more concrete, implementation-ready problem statement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36576", + "right": "issue:48913", + "accept": false, + "reason": "Related retry themes, but not the same underlying bug/change: one is specific backoff for transient 429/529 provider errors, the other is a broader single-model retry feature." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36792-2", + "nodes": [ + "issue:36792", + "issue:41191" + ], + "soft_pairs": [ + "issue:36792|issue:41191" + ], + "prepared_review_unit_hash": "90f546cf6a9318c892b1ba11df95604d55c6ad0cbf0054ba96affe30eda67a8f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1642, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1642, + "estimated_input_tokens": 411, + "estimated_eval_tokens": 1078 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related gateway startup/config failures, but #41191 is a narrower legacy-config migration repro and does not clearly prove the same underlying bug as #36792. I would cluster them cautiously rather than treat them as a duplicate pair.", + "confidence": 0.86, + "canonical_issue_reason": "#36792 is the best canonical issue because it captures the broader contract violation: the gateway promises best-effort handling for invalid config but exits instead.", + "canonical_pr_reason": null, + "best_issue_reason": "#36792 is the best single representative since it describes the general failure mode, while #41191 is a specific legacy `session.threadBindings.ttlHours` case.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36792", + "right": "issue:41191", + "accept": false, + "reason": "Reject: the match is plausible but too broad. #36792 is about invalid-config best-effort behavior in general, while #41191 is specifically a legacy `session.threadBindings.ttlHours` migration crash-loop. They appear related, not definitively the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The match is plausible but a bit overstated. The packet only gives soft similarity and the titles suggest related config/startup failures, not that #41191 is definitively the same bug as #36792. #41191 is specifically about legacy `session.threadBindings.ttlHours` migration, while #36792 is the broader invalid-config/best-effort contract claim. I\u2019d keep this as a cautious maybe, not an accepted same-issue pair." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 80, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-36940-2", + "nodes": [ + "issue:36940", + "issue:40415" + ], + "soft_pairs": [ + "issue:36940|issue:40415" + ], + "prepared_review_unit_hash": "ead3631145297750b2d1b3379f005d1eaa5731f01e2def7c7c671a190f0780ba", + "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 automated daily lint reports, but they reflect different lint snapshots (1 warning/error vs 940 errors), so they are not the same underlying issue.", + "confidence": 0.89, + "canonical_issue_reason": "issue:40415 is the better representative because it has the larger, more actionable lint failure and more discussion/inbound attention, but it is still a separate daily run rather than a duplicate of issue:36940.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:40415 is the strongest issue to anchor the cluster since it looks like the more severe lint report and the more likely target for follow-up.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:36940", + "right": "issue:40415", + "accept": false, + "reason": "Same automated lint-check template, but the counts differ sharply and there is no evidence they describe the same bug or fix; they are separate lint runs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 81, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37057-2", + "nodes": [ + "issue:37057", + "issue:39164" + ], + "soft_pairs": [ + "issue:37057|issue:39164" + ], + "prepared_review_unit_hash": "788ced996ea200bcce9b8e91e8108989b2d46efddb5ac1e2a47e263252cacefa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1563, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1563, + "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 adjacent optimization ideas around reducing RTK exec output token usage, but the evidence only supports relatedness, not duplication. #39164 is the broader, more outcome-focused framing; #37057 is a narrower implementation-oriented proposal.", + "confidence": 0.44, + "canonical_issue_reason": "#39164 is the cleaner thematic anchor because it states the user-facing goal directly and broadly: achieving large exec-output token savings. It is better suited as the cluster representative than the narrower compression-specific phrasing in #37057.", + "canonical_pr_reason": null, + "best_issue_reason": "#39164 is the best issue to anchor the cluster since it most clearly captures the shared optimization objective and expected benefit, even though the two issues are not strong duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37057", + "right": "issue:39164", + "accept": false, + "reason": "These read as related optimization requests rather than the same underlying bug or change. One focuses on compressing RTK exec proxy output, while the other focuses on auto-detecting RTK to save tokens; that is not enough to treat them as duplicates." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster is directionally grounded, but the soft-edge verdict is too strong for the evidence. The packet only shows a soft-similarity signal, and the titles suggest related optimization goals rather than the same issue: one is about compressing RTK exec proxy output, the other about auto-detecting RTK to achieve token savings. That is enough to mark them as adjacent, but not enough to confidently treat them as duplicates or the same bugfix. Please downgrade the verdict to conservative relatedness." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 82, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37172-2", + "nodes": [ + "issue:37172", + "issue:61607" + ], + "soft_pairs": [ + "issue:37172|issue:61607" + ], + "prepared_review_unit_hash": "e04fbb509e262f3882379eefff309ce515fc610cc8b0cfdf2dd491a666f583c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1594, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1594, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe a similar design theme\u2014decoupling who can see/use a context from what actually triggers a response\u2014but they appear to be different requests in different chat modes (group chats vs DMs), not the same concrete bug/change.", + "confidence": 0.72, + "canonical_issue_reason": "Issue #61607 is the cleaner canonical representative: its title is broader and more directly states the architectural separation being requested, and it already has inbound references suggesting it is the better hub for related discussion.", + "canonical_pr_reason": null, + "best_issue_reason": "#61607 is the best issue choice because it frames the problem at the right abstraction level and is less tied to one specific symptom than #37172.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37172", + "right": "issue:61607", + "accept": false, + "reason": "Reject: the titles point to related but not identical work. #37172 is about group-chat context visibility and an allowFrom history-loss symptom, while #61607 is about DM trigger gating versus DM access policy. They share a theme, but not the same underlying bug or mergeable change." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37225-2", + "nodes": [ + "issue:37225", + "issue:55849" + ], + "soft_pairs": [ + "issue:37225|issue:55849" + ], + "prepared_review_unit_hash": "ca2953f4feafa08a765bd13aa06915904c0ca18894b9863486d62258d8a558c2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1583, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1583, + "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 issues are related to sessionKey retention/exposure in transcript artifacts, but they describe different user-facing problems: one asks to preserve sessionKey in archived .reset.* JSONL files after /new, while the other asks for transcript headers to include sessionKey for recovery/audit. They are close in theme but not the same underlying bug or change.", + "confidence": 0.78, + "canonical_issue_reason": "Issue #55849 is the broader and more directly stated request around making sessionKey available for recovery/audit in transcript headers, so it reads as the better representative issue for this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #55849 is the strongest standalone issue because it frames the sessionKey requirement in a general, reusable way rather than the narrower archived .reset.* file behavior in #37225.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37225", + "right": "issue:55849", + "accept": false, + "reason": "Both mention sessionKey in transcript-related artifacts, but one targets archived .reset.* JSONL files after /new and the other targets transcript headers for recovery/audit. Similar theme, different 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": 84, + "component_count": 378, + "review_unit_index": 1, + "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": "89b72243b2238abfc13b8774c9978b54c6c71910b643b5b6d515a0008a2004f7", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2880, + "estimated_input_tokens": 720, + "estimated_eval_tokens": 1696 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2880, + "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 issues are about npm audit findings, but they describe different dependency sets and different vulnerability reports rather than the same underlying defect.", + "confidence": 0.93, + "canonical_issue_reason": "issue:65897 is the broadest umbrella report and best fits the cluster as a general placeholder for unresolved transitive-dependency vulnerabilities.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:65897 is the most suitable cluster representative because it is the most generic and can encompass broader dependency-audit follow-up, unlike the more specific package lists in the other issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37449", + "right": "issue:65897", + "accept": false, + "reason": "Both mention npm audit, but one is about 2026.3.1 deps and the other about unresolved deep transitive dependencies; no evidence they are the same vulnerability set or fix." + }, + { + "left": "issue:37449", + "right": "issue:64506", + "accept": false, + "reason": "These are different dependency-audit reports with different affected packages and different scope; they do not look like the same underlying bug." + }, + { + "left": "issue:64506", + "right": "issue:65897", + "accept": false, + "reason": "The package list in 64506 (axios, tar, @hono/node-server) is specific and distinct from the generic deep-transitive vulnerability report in 65897." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37659-2", + "nodes": [ + "issue:37659", + "issue:38336" + ], + "soft_pairs": [ + "issue:37659|issue:38336" + ], + "prepared_review_unit_hash": "6c0c0621665de2795935f14d55a0398d028400291e59b2a036637492d48ab889", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1593, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1593, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to OAuth/token handling, but one is a documentation/instructions request and the other is a concrete bug in OAuth renewal state persistence. They do not look like duplicates of the same underlying problem.", + "confidence": 0.94, + "canonical_issue_reason": "Issue #38336 is the stronger canonical issue because it describes a specific, user-facing bug with a clear failure mode: OAuth renewal leaves auth-profiles.provisioned.json stale and triggers recovery loops.", + "canonical_pr_reason": null, + "best_issue_reason": "#38336 is the best representative because it is concrete, actionable, and tied to an observable code-path defect rather than a docs-only improvement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37659", + "right": "issue:38336", + "accept": false, + "reason": "#37659 asks to improve safe-mode agent instructions; #38336 reports a runtime bug in OAuth renewal persistence. They share a theme but 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": "issue", + "component_index": 86, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37855-2", + "nodes": [ + "issue:37855", + "issue:47903" + ], + "soft_pairs": [ + "issue:37855|issue:47903" + ], + "prepared_review_unit_hash": "41e8a058af12cfb7390a38a7a49498841f076461170059250de8ab02fb37cc50", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1550, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1550, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "issue:47903 remains the best canonical issue because it is the more specific and directly phrased request for adding cron event support to the internal hook system, and it is already closed. The pair is related, but the evidence is too weak to treat them as the same request with confidence.", + "confidence": 0.89, + "canonical_issue_reason": "issue:47903 is the most specific match to the feature request: its title directly names adding a cron event type to the internal hook system, and it is already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:47903 is the best overall issue because it is the narrower, more direct description of the feature and appears to be the resolved representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37855", + "right": "issue:47903", + "accept": false, + "reason": "The titles are thematically similar, but the only evidence is soft similarity with low Jaccard overlap and no explicit links or shared targets. That is enough to call them likely related, not enough to say they are definitely the same underlying change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical choice is reasonably grounded: issue:47903 is the more specific title and is closed. However, the soft-edge verdict is too strong for the packet. The only pair evidence is generic soft similarity with low Jaccard overlap and no explicit links or shared targets, so saying the two issues \u201cask for the same change\u201d overstates the evidence. A more conservative verdict would note likely related/duplicate rather than definite equivalence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 87, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-37907-2", + "nodes": [ + "issue:37907", + "issue:54635" + ], + "soft_pairs": [ + "issue:37907|issue:54635" + ], + "prepared_review_unit_hash": "301313259bb7c7b837335057aca7364e05c09c08020aee3c2c3874c78efa394e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe a false failure/warning signal from mutating tools after the operation actually succeeded. They look like the same underlying notification bug, with slightly different user-facing descriptions.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 54635 is the clearer, more concrete description of the bug: false 'Edit failed' notifications despite successful writes.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54635 is the best representative because it states the failure mode more precisely and is currently open.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:37907", + "right": "issue:54635", + "accept": true, + "reason": "Both report a false failure/warning for mutating tools after successful execution; the wording differs, but the underlying bug appears the same." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues describe a false failure/warning after a successful mutation. The soft-pair verdict is also conservative, since it only says they appear to be the same bug and the evidence is limited to soft similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 88, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38083-2", + "nodes": [ + "issue:38083", + "issue:55811" + ], + "soft_pairs": [ + "issue:38083|issue:55811" + ], + "prepared_review_unit_hash": "d8e7819ea30dc4d839802e91131927abd3daaeeffa0f75b5c464f8734f1cf3fe", + "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 items describe retry spam/storm behavior in chat integrations, but they target different systems and failure modes: Slack auth failures vs Telegram sendChatAction transient failures. They look related in symptom, not the same underlying bug or fix.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue:38083 is the clearer representative of the retry/backoff problem because it explicitly describes the storm impact and missing backoff; however, it is not a duplicate of the Telegram issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:38083", + "right": "issue:55811", + "accept": false, + "reason": "Same broad symptom (retry spam) but different integration and code path: Slack auth failures versus Telegram sendChatAction transient failures. 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": 89, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38571-2", + "nodes": [ + "issue:38571", + "issue:55318" + ], + "soft_pairs": [ + "issue:38571|issue:55318" + ], + "prepared_review_unit_hash": "665d6ba2db08753337da8954b8d7beec7e74506e68868b9a5510c929ee2ba379", + "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": "Both issues describe the same OSS-mode bug in @mem0/openclaw-mem0: graphStore/enableGraph is not forwarded into Memory, so graph writes are skipped. This is a clear duplicate cluster.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 55318 most directly states the root cause and scope: OSS mode fails to forward graphStore/enableGraph to the Memory class.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 55318 is the clearest canonical representative because it names the missing parameter forwarding explicitly and identifies the affected mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:38571", + "right": "issue:55318", + "accept": true, + "reason": "Accept: both issues describe the same underlying defect\u2014OSS mode not passing enableGraph/graphStore into Memory, which disables graph writes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same OSS-mode forwarding bug, and the canonical choice of issue:55318 is reasonable because it states the missing graphStore/enableGraph forwarding most directly. The soft-edge accept is conservative enough given the close title match." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 90, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7916-2", + "nodes": [ + "issue:38590", + "issue:7916" + ], + "soft_pairs": [ + "issue:38590|issue:7916" + ], + "prepared_review_unit_hash": "4bf397f0307a44ba7b8ef7a8d1d4f11d679ef987623a087da2ba7d39cf4c05d3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1538, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1538, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related feature requests about API key security, but they are not duplicates: one asks for macOS Keychain storage specifically, while the other is a broader encrypted secrets-management request.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #7916 is the better canonical issue because it is the broader, more general request that can subsume platform-specific keychain support.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #7916 best represents the underlying feature area (encrypted API keys / secrets management) and is more reusable as the umbrella issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:38590", + "right": "issue:7916", + "accept": false, + "reason": "Not the same underlying request: #38590 is macOS Keychain-specific, while #7916 covers general encrypted API key/secrets management across approaches and platforms." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38597-2", + "nodes": [ + "issue:38597", + "issue:38607" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "bf8820c50ee2b4d994de94e05f82334955458746177d826cfec4de7c37abdf24", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1303, + "estimated_input_tokens": 326, + "estimated_eval_tokens": 908 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1303, + "estimated_input_tokens": 326, + "estimated_eval_tokens": 908 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same Discord 2000-character boundary bug with CJK text splitting at invalid character boundaries. The open issue is the better tracker for ongoing triage.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #38597 is open and has broader community traction, while its title also clearly states the underlying CJK mid-character split at Discord's 2000-char boundary.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #38597 is the best issue to keep as the canonical tracker because it is open, well-scoped, and already drawing more inbound references.", + "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": 92, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38604-2", + "nodes": [ + "issue:38604", + "issue:38633" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "88a94e2d18e08926d2268c09da41ac778ebdb0d9c42f7a4365b1f97ccebcca96", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1387, + "estimated_input_tokens": 347, + "estimated_eval_tokens": 950 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1387, + "estimated_input_tokens": 347, + "estimated_eval_tokens": 950 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at the same pidsLimit gap, but they are not identical: #38604 is the core security bug (no default pidsLimit enables fork-bomb risk), while #38633 is a documentation mismatch that may mislead users about the default. The security issue is the better canonical cluster representative.", + "confidence": 0.91, + "canonical_issue_reason": "#38604 describes the underlying product defect and security impact directly: sandbox containers have no default pidsLimit, creating fork-bomb exposure. It is the most substantive and actionable issue in the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#38604 is the best issue to keep as the cluster anchor because it captures the real code-path problem and security severity; #38633 is secondary and mostly about docs alignment.", + "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": 93, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38717-2", + "nodes": [ + "issue:38717", + "issue:49790" + ], + "soft_pairs": [ + "issue:38717|issue:49790" + ], + "prepared_review_unit_hash": "e944041917df7f18307135c9a7baf45ca0fc6355a5b1de7b4636d8c4b3c26de7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same underlying bug: the control/dashboard config path is coercing string values in allowFrom into numbers, which strips E.164 '+' prefixes and breaks phone-number allowlists.", + "confidence": 0.91, + "canonical_issue_reason": "38717 is the broader root-cause report and names the config.set string-to-number coercion directly, making it the best canonical issue for the duplicate set.", + "canonical_pr_reason": null, + "best_issue_reason": "49790 is the most concrete user-facing report, with the specific allowFrom/E.164 failure mode spelled out clearly, so it is the strongest representative issue text.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:38717", + "right": "issue:49790", + "accept": true, + "reason": "Same bug: config UI is coercing allowFrom string arrays into numbers, which strips the '+' from E.164 values. The titles describe the same code-path failure from different angles." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The verdict is grounded in the packet: both titles point to the same config/UI coercion bug affecting allowFrom and E.164 '+' stripping. The acceptance on the soft-similarity edge is conservative enough here, given the explicit overlap in the issue titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 94, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-38745-2", + "nodes": [ + "issue:38745", + "issue:41118" + ], + "soft_pairs": [ + "issue:38745|issue:41118" + ], + "prepared_review_unit_hash": "26de05111d34e357cc76fe3ccdf5ded364edfaf836e892b77c3f324e58ff6a4f", + "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": "The pair is only superficially similar: both concern Telegram model buttons and provider IDs, but the titles point to different character classes (dots vs non-ASCII). With only title-level evidence, this is not enough to merge them as the same bug, so the soft edge should be rejected.", + "confidence": 0.71, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#41118 is the broader of the two issue reports, but only as a tentative representative of the theme; it should not be treated as a confirmed duplicate of #38745.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:38745", + "right": "issue:41118", + "accept": false, + "reason": "Reject: the evidence only shows related titles, not the same underlying bug. Dots in provider names and non-ASCII provider IDs could produce different failure modes, and there is no shared fix, filename, or explicit linkage to confirm a duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairing is plausible but the analyst overstates the evidence. From the packet we only know the titles: one issue mentions dots in provider names, the other non-ASCII characters. That may be related, but it is not enough to confidently assert the same underlying callback/encoding bug. The \u2018closed\u2019 status of #41118 also does not by itself show it is the resolved fix. A more conservative verdict would be to mark this as similar but unconfirmed, or reject the merge if strict same-bug clustering is required." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 95, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39127-2", + "nodes": [ + "issue:39127", + "issue:39141" + ], + "soft_pairs": [ + "issue:39127|issue:39141" + ], + "prepared_review_unit_hash": "7aa8e1dd6c7061f1f8a03d8843a6ee9635397813021d62c8480f2a211276c7b6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "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 related feature requests, but not duplicates: #39127 proposes the core per-session activity state API, while #39141 asks for an optional watchdog/alert layer that depends on it.", + "confidence": 0.96, + "canonical_issue_reason": "#39127 is the foundational issue defining the session activity state model and gateway/WS statechange plumbing; #39141 explicitly depends on it and adds a separate watchdog/alerts feature.", + "canonical_pr_reason": null, + "best_issue_reason": "#39127 is the better canonical issue because it is the primary underlying change that enables the follow-on alerting behavior described in #39141.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39127", + "right": "issue:39141", + "accept": false, + "reason": "Related but distinct: one defines the core activity-state mechanism, the other adds optional monitoring/alerts on top of it. They should not be merged 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": 96, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39142-2", + "nodes": [ + "issue:39142", + "issue:39143" + ], + "soft_pairs": [ + "issue:39142|issue:39143" + ], + "prepared_review_unit_hash": "77d1ef1227e89651d59e25a6a9fb997c52624d7957aa06e3bbba65b87a7090a5", + "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 not duplicates: one requests a configurable user-facing exhaustion message, while the other asks for Discord presence changes during degraded state. The shared theme of \"degraded/exhausted\" state is too broad to treat as the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 39142 is the cleaner representative because it is a direct user-facing configuration request; 39143 is a separate operational/status-indicator change and does not describe the same fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39142", + "right": "issue:39143", + "accept": false, + "reason": "Different user outcomes and code paths: configurable exhaustion message vs Discord bot presence/state indicator. The overlap is only at a high-level \"degraded state\" concept, 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": "issue", + "component_index": 97, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39173-3", + "nodes": [ + "issue:39173", + "issue:63232", + "issue:64016" + ], + "soft_pairs": [ + "issue:39173|issue:64016", + "issue:39173|issue:63232" + ], + "prepared_review_unit_hash": "72f886a6975166cec3f37fdf91f1882670656d4a2bf9d75abf60a231c8cdd3cf", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2543, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2543, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is about heartbeat scheduling, but it appears to contain at least two different bugs: one about missed re-firing / broken chaining after an overlong run, and another about duplicate runs caused by external wake events. I would not collapse them all into one duplicate group.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 63232 is the most central/representative because it describes the scheduler-chain failure in broader terms and can plausibly subsume the narrower \"never re-fires\" symptom from 39173.", + "canonical_pr_reason": null, + "best_issue_reason": "63232 is the best single issue to anchor the cluster: it is the broadest heartbeat-scheduler failure description and is more likely to represent the core underlying bug than the more symptom-specific 39173 or the distinct duplicate-run report in 64016.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39173", + "right": "issue:64016", + "accept": false, + "reason": "Both involve heartbeat timing, but 39173 is about failing to re-fire after a long run while 64016 is about duplicate runs triggered by external wake events; these are different concrete failure modes." + }, + { + "left": "issue:39173", + "right": "issue:63232", + "accept": false, + "reason": "These are closely related heartbeat scheduler problems, but the described symptoms differ: 39173 is an overrun/no re-fire issue, whereas 63232 is a broken chain when requests-in-flight returns. Similar subsystem, not the same underlying bug with enough certainty." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39190-2", + "nodes": [ + "issue:39190", + "issue:39285" + ], + "soft_pairs": [ + "issue:39190|issue:39285" + ], + "prepared_review_unit_hash": "a00df330818bf79d8fde8ad67e0b9ab1b380adb4dfca4253ad99056517608e0a", + "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 are two separate voice-call config bugs: one in STT zero-valued thresholds being ignored, the other in TTS speed config using `||` instead of `??`. They share a similar symptom pattern but not the same underlying issue.", + "confidence": 0.9, + "canonical_issue_reason": "#39190 is the stronger anchor because it describes a concrete, user-visible STT bug with explicit zero-value parameters being silently ignored and has slightly more discussion activity.", + "canonical_pr_reason": null, + "best_issue_reason": "#39190 is the best issue candidate for the cluster due to clearer reproduction semantics and broader likelihood of capturing the shared zero-default handling pattern.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39190", + "right": "issue:39285", + "accept": false, + "reason": "Reject: both are voice-call config bugs involving falsy defaults, but one is STT VAD settings and the other is TTS speed. They do not appear to be the same underlying bug or a single change that could be merged together." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39228-2", + "nodes": [ + "issue:39228", + "issue:40910" + ], + "soft_pairs": [ + "issue:39228|issue:40910" + ], + "prepared_review_unit_hash": "88e894be7397d15521d38516b252f28b4d7dd99b910d968d177e5552e451ac64", + "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": "The packet only supports a loose title-level similarity between two closed issues about bind-related Docker crash loops. There is not enough evidence here to conclude they share the same root cause or that one issue subsumes the other, so the relationship should be treated as tentative, not a duplicate merge.", + "confidence": 0.41, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "#40910 is the more fix-oriented report and names a concrete suspected mechanism, so it is the better issue to keep as a reference point if one must be chosen. That said, the evidence is too thin to treat it as a confirmed canonical duplicate of #39228.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39228", + "right": "issue:40910", + "accept": false, + "reason": "Reject: the packet only provides soft similarity and titles. Both mention bind-related crash loops, but there is no body-level evidence that they are the same underlying bug or that one report clearly subsumes the other." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary and canonicalization overstate what is supported by the packet. We only have titles and a soft-similarity signal, not body evidence showing a shared root cause or that one issue subsumes the other. In particular, the claims about a \u2018missing migration\u2019 and the two reports being the same underlying bug are too strong. The soft-edge merge should be treated more conservatively (at most tentative similarity), so this should be rejected." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 100, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39476-3", + "nodes": [ + "issue:39476", + "issue:62814", + "issue:62872" + ], + "soft_pairs": [ + "issue:39476|issue:62814" + ], + "prepared_review_unit_hash": "5841b746ec04df123ed353b2672c8d1c9e9a884ce7d65c3184d6f11c44de558a", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2245, + "estimated_input_tokens": 562, + "estimated_eval_tokens": 1380 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2245, + "estimated_input_tokens": 562, + "estimated_eval_tokens": 1380 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "62814 and 62872 look like near-identical reports of the same A2A `sessions_send` duplicate-message/ping-pong issue. 39476 is related by title and symptom, but only as a softer match; the packet does not show stronger duplicate evidence for it.", + "confidence": 0.79, + "canonical_issue_reason": "#62814 is the best canonical representative because it has the clearest exact symptom phrasing, the most inbound references, and appears to be the main report that #62872 duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "#62872 is the best open issue to keep as the current actionable report, since it uses the same wording as #62814 and is still open.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39476", + "right": "issue:62814", + "accept": true, + "reason": "Both titles describe the same A2A `sessions_send` duplicate-message/ping-pong symptom; this is enough to treat them as the same underlying bug, though the evidence is only soft similarity rather than a deterministic duplicate link." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary overstates the evidence. The packet only shows title/body metadata and one soft-similarity link between issue:39476 and issue:62814; there is no deterministic duplicate linkage or body-level proof that they are the same bug, and \"near-verbatim duplicates\" is stronger than the packet supports. A more conservative summary would say these issues appear closely related by title/symptom, with 62814 and 62872 looking like the same wording, but 39476 only soft-matches the cluster." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 101, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39486-2", + "nodes": [ + "issue:39486", + "issue:39488" + ], + "soft_pairs": [ + "issue:39486|issue:39488" + ], + "prepared_review_unit_hash": "8da9293c09c5d81a8229bb2aa5cf394ca7004c9ec43908a91c0e4179974d09d5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "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 Feishu restart/pending-history problem, but the evidence here is too thin to merge them confidently. The packet only shows title-level overlap and a soft similarity signal, not enough cross-linking or body detail to prove identical failure mode and trigger.", + "confidence": 0.66, + "canonical_issue_reason": "#39486 is the better representative because its title is slightly more specific about the symptom and trigger, but I would treat it as a provisional canonical choice rather than a confirmed duplicate source.", + "canonical_pr_reason": null, + "best_issue_reason": "#39486 is the best representative of the cluster for now because it is the more concrete and actionable wording of the suspected Feishu restart-related pending-history loss.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39486", + "right": "issue:39488", + "accept": false, + "reason": "Rejecting as a duplicate edge because the packet only provides soft_similarity (jaccard 0.31) and no concrete body-level evidence that both issues share the exact same failure mode and trigger. They may be related, but that is not enough to merge them confidently." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary and canonicalization are a bit too strong for the evidence in the packet. The only pair signal shown is soft_similarity (jaccard 0.31), and the packet does not provide enough concrete cross-linking to state confidently that both issues are the same bug. The soft-edge verdict should be more conservative or left unaccepted unless the bodies clearly confirm identical failure mode and trigger." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 102, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39672-3", + "nodes": [ + "issue:39672", + "issue:39685", + "issue:52621" + ], + "soft_pairs": [ + "issue:39672|issue:52621", + "issue:39672|issue:39685" + ], + "prepared_review_unit_hash": "54464a7c3abd362076008271df587dd606d3968843262e1d0ee6534ae09b067b", + "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": "39672 is the best canonical filesystem access-control issue, but 52621 should be treated as related rather than a confirmed duplicate. 39685 is clearly separate network egress control work and should not be merged with the filesystem issues.", + "confidence": 0.74, + "canonical_issue_reason": "issue:39672 is the broadest and clearest filesystem access-control request, covering allowed/deny paths plus PathGuard canonicalization. issue:52621 overlaps in wording, but the packet does not prove it is the same underlying request or a strict duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:39672 is the strongest issue to anchor the cluster because it has the widest filesystem-scope framing and the most complete feature description. issue:52621 is similar, but not enough evidence is present to collapse it into 39672 outright.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39672", + "right": "issue:52621", + "accept": false, + "reason": "The two titles share filesystem access-control language, but the packet does not establish the same underlying bug/change. Similar allowedPaths/denyPaths wording alone is not enough to merge them as duplicates." + }, + { + "left": "issue:39672", + "right": "issue:39685", + "accept": false, + "reason": "These are different subsystems and different requests: filesystem path restrictions versus network domain egress control. The shared access-control theme is too broad to justify merging." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The separation of issue:39685 from the filesystem issues is grounded, but the canonicalization/duplicate claims are too strong for the packet. From the titles alone, 39672 and 52621 clearly share the filesystem access-control theme and allowedPaths/denyPaths wording, but the packet does not establish that 39672 \u2018subsumes\u2019 52621 or that 52621 is a narrower duplicate focused only on config wording. The soft-edge accept should be more conservative, and the confidence is too high given the limited evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 103, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39811-2", + "nodes": [ + "issue:39811", + "issue:39818" + ], + "soft_pairs": [ + "issue:39811|issue:39818" + ], + "prepared_review_unit_hash": "03cebe3ac39467ff96b029570e5b061dec05672f04c71bebbb27a479a20d06a2", + "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": "The two issues are only loosely related by model-selection UX, but they describe different problems: one is about accepting invalid model names during configuration, the other about silent fallback when a primary model fails. I would not treat them as duplicates.", + "confidence": 0.9, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39811", + "right": "issue:39818", + "accept": false, + "reason": "Different underlying bugs: invalid/unvalidated configured model names vs silent fallback without notifying the user when a primary model fails. They overlap in theme but not in the concrete failure mode 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": 104, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39900-2", + "nodes": [ + "issue:39900", + "issue:39909" + ], + "soft_pairs": [ + "issue:39900|issue:39909" + ], + "prepared_review_unit_hash": "8021f14ca39a17cb0aa760667a6d1d1c50fe11b212323d8bce76cc7965e866c7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1546, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1546, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to be duplicates: they have the same title, identical body length, and near-certain soft similarity, all pointing to the same feature request for extraBody support on custom OpenAI-compatible TTS endpoints.", + "confidence": 0.99, + "canonical_issue_reason": "issue #39900 is the better canonical representative because it is still open and most likely the active tracking issue for the request.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #39900 is the best overall issue to keep as the cluster anchor since it is open, clear, and matches the shared request exactly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39900", + "right": "issue:39909", + "accept": true, + "reason": "Same title and effectively the same request; they look like duplicate reports of the same underlying feature gap." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: the issues have identical titles, identical body lengths, and only soft-similarity evidence, so treating them as duplicates is conservative. Picking the open issue as the canonical anchor is also reasonable. No unsupported PR claims were made." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 105, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39901-3", + "nodes": [ + "issue:39901", + "issue:66343", + "issue:66349" + ], + "soft_pairs": [ + "issue:39901|issue:66343", + "issue:39901|issue:66349", + "issue:66343|issue:66349" + ], + "prepared_review_unit_hash": "1607c2873212de7a046d94bef7bd4fb08361f9a81b56a83010ed186053790003", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2868, + "estimated_input_tokens": 717, + "estimated_eval_tokens": 1690 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2868, + "estimated_input_tokens": 717, + "estimated_eval_tokens": 1690 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "issue:66343 and issue:66349 look like near-verbatim duplicates for the heartbeat-message suppression feature. issue:39901 is clearly related, but with only title-level similarity and no stronger linking evidence, it should be treated more conservatively than a confirmed duplicate.", + "confidence": 0.86, + "canonical_issue_reason": "issue:66343 is the best canonical issue because it uses the clearest, most general wording for the request and has the strongest duplicate match with issue:66349.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:66343 is the best issue to keep as the representative because it most cleanly names the feature and is the strongest anchor for the duplicate pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39901", + "right": "issue:66343", + "accept": false, + "reason": "Very similar feature request, but the packet only provides weak title similarity and no stronger evidence to confirm it is the same underlying request." + }, + { + "left": "issue:39901", + "right": "issue:66349", + "accept": false, + "reason": "Closely related heartbeat-message suppression request, but the evidence here is too thin to confidently treat it as the same duplicate issue." + }, + { + "left": "issue:66343", + "right": "issue:66349", + "accept": true, + "reason": "Near-verbatim titles describing the same heartbeat/system-message suppression feature; this is a well-supported duplicate pair." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster representative choice is reasonable, but the writeup overstates the evidence for issue:39901 versus the April 14 issues. From the packet we only have titles and weak soft-similarity for those pairs; that supports \u201cclosely related / likely duplicate,\u201d not confidently \u201cthe same underlying feature request\u201d or \u201cfully aligned.\u201d The 66343\u201366349 duplicate verdict is well supported, but the cross-link involving 39901 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": 106, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-39945-2", + "nodes": [ + "issue:39945", + "issue:61436" + ], + "soft_pairs": [ + "issue:39945|issue:61436" + ], + "prepared_review_unit_hash": "3011f051325e7ba1a3833e620187cdcce2fe505a1248bce00e8b9a5e43086c5a", + "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": "Both issues are about improving when skills are loaded, but they describe different feature shapes: one is general lazy-loading/progressive disclosure, the other is path-based skill selection via frontmatter. They are related in theme, but not clearly the same underlying change.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 39945 is the broader, more general feature request centered on lazy-loading skills, so it best represents the cluster theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 39945 is the best single issue to keep because it captures the core skill-loading problem at a higher level, while 61436 reads like a narrower variant or follow-on idea.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:39945", + "right": "issue:61436", + "accept": false, + "reason": "Related topic, but not the same concrete feature: progressive disclosure/lazy-loading versus path-specific loading are different mechanisms and could be implemented separately." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 107, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40245-3", + "nodes": [ + "issue:40245", + "issue:53750", + "issue:55329" + ], + "soft_pairs": [ + "issue:40245|issue:53750", + "issue:53750|issue:55329" + ], + "prepared_review_unit_hash": "37c07a9ae212780b8cd565b62f868ae831aa2b4d8cb3e4a4dfd282b64262f1d6", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2488, + "estimated_input_tokens": 622, + "estimated_eval_tokens": 1500 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2488, + "estimated_input_tokens": 622, + "estimated_eval_tokens": 1500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related only at a very high level around agent memory/workspace organization, but they describe different requested behaviors: shared workspace vs per-agent isolation vs per-agent memory path support. I would not treat any pair as duplicates.", + "confidence": 0.83, + "canonical_issue_reason": "Issue #53750 is the broadest and most central formulation of the shared theme: per-agent memory isolation. It is more likely to subsume the narrower memory-path request than the shared-workspace request.", + "canonical_pr_reason": null, + "best_issue_reason": "#53750 is the best representative issue because it describes the core architectural concern in a general way without being as narrowly tied to one implementation detail or the opposite behavior requested by #40245.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40245", + "right": "issue:53750", + "accept": false, + "reason": "These point in opposite directions: one asks for a shared workspace directory, the other asks for per-agent memory isolation. They may be thematically related, but they are not the same underlying change." + }, + { + "left": "issue:53750", + "right": "issue:55329", + "accept": false, + "reason": "Both concern per-agent memory handling, but #55329 is specifically about adding a memory path for certain skills, which is narrower than the broader isolation request in #53750. This is not clearly 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": 108, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40317-2", + "nodes": [ + "issue:40317", + "issue:41394" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "f695522b553d33f7e9482dcb99ca3a669670dae41d9357bbe871ca4942b34678", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1316, + "estimated_input_tokens": 329, + "estimated_eval_tokens": 914 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1316, + "estimated_input_tokens": 329, + "estimated_eval_tokens": 914 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same feature request: adding config validation modes (strict vs tolerant) for different operations. They are effectively duplicates, with no PRs involved.", + "confidence": 0.98, + "canonical_issue_reason": "issue #40317 is the earlier report and already has more discussion/inbound references, so it is the better canonical tracker for the shared request.", + "canonical_pr_reason": null, + "best_issue_reason": "#40317 is the best issue to keep as the cluster representative because it is the earliest and most established instance of the same feature request.", + "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": 109, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40678-2", + "nodes": [ + "issue:40678", + "issue:41548" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "a18cf2cbc54ad70209c4fdcc7c44a0a84a642dcb64a81f1850582a9701fc85af", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1296, + "estimated_input_tokens": 324, + "estimated_eval_tokens": 904 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1296, + "estimated_input_tokens": 324, + "estimated_eval_tokens": 904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related but not clearly the same request: one asks for opt-in cross-channel visibility in the TUI, while the other asks for full unified message sync across TUI, Telegram, and iMessage. The second is broader, so I would not collapse them as duplicates with high confidence.", + "confidence": 0.78, + "canonical_issue_reason": "issue #41548 is the broader, more central feature request; it subsumes TUI visibility but also extends to actual cross-channel message sync.", + "canonical_pr_reason": null, + "best_issue_reason": "#41548 is the better canonical issue because it captures the larger underlying workflow rather than just the TUI-facing subset.", + "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": 110, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40855-2", + "nodes": [ + "issue:40855", + "issue:54903" + ], + "soft_pairs": [ + "issue:40855|issue:54903" + ], + "prepared_review_unit_hash": "594a7730bbfd50b93b60cda03241c82c3de6fb386cceb4899bc2b1fc7172bf20", + "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 issues look related but not proven duplicates. Both discuss Teams authentication with federated credentials and managed identity, but #40855 is specifically about Bot Framework authentication while #54903 is broader and also mentions certificate support. With only soft similarity and no shared targets/files, this is best treated as a cautious maybe-related pair, not a confirmed duplicate.", + "confidence": 0.67, + "canonical_issue_reason": "If a single anchor is needed, #40855 is the slightly better canonical issue because it names the concrete Bot Framework auth scenario more directly; however, the evidence does not justify collapsing the pair as duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "#40855 is the most precise representative of the shared theme because it focuses on the specific Teams Bot Framework authentication use case rather than the broader Teams federated-credential wording.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40855", + "right": "issue:54903", + "accept": false, + "reason": "Reject as a duplicate edge: the packet shows only soft similarity, no shared targets/files, and a modest Jaccard score. The titles overlap on Teams federated credentials/managed identity, but the scopes differ enough that this is related rather than the same concrete request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is a bit too strong for the evidence. The packet only shows soft similarity with no shared targets/files and a modest Jaccard score, so calling these issues \"very likely duplicates\" and asserting they have the same underlying change request overstates what is grounded. The titles are related, but issue #54903 is framed around Teams federated credential support with certificate + managed identity, while #40855 is specifically Bot Framework authentication; that warrants a cautious maybe-related verdict, not a firm duplicate/accept edge." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 111, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40862-3", + "nodes": [ + "issue:40862", + "issue:40863", + "issue:40864" + ], + "soft_pairs": [ + "issue:40862|issue:40863", + "issue:40862|issue:40864" + ], + "prepared_review_unit_hash": "056e083a5eae74e8447b2c4bf5a906614cd65e6f7a3ee9f9a16ff6e6710e62ce", + "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": "These are related Agent-to-Agent reliability issues, but they describe different failure modes and fixes, so I do not treat them as duplicates. The most central/open umbrella item is the persistent message queue proposal.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 40864 is the broadest and most representative of the cluster\u2019s underlying reliability theme, while 40862 and 40863 are narrower symptoms or configuration problems.", + "canonical_pr_reason": null, + "best_issue_reason": "40864 is the best cluster anchor because it captures the larger delivery-reliability problem that could encompass the other two, even though it is not the same bug as either one.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40862", + "right": "issue:40863", + "accept": false, + "reason": "Both concern agent communication reliability, but one is about a receive-acknowledge send pattern and the other is about a timeout default; they are distinct changes with different root causes." + }, + { + "left": "issue:40862", + "right": "issue:40864", + "accept": false, + "reason": "These are related only at a high level: 40862 is an API/protocol behavior change, while 40864 proposes a persistent queue for durable delivery. 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": 112, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-40952-2", + "nodes": [ + "issue:40952", + "issue:53887" + ], + "soft_pairs": [ + "issue:40952|issue:53887" + ], + "prepared_review_unit_hash": "9d5842a4cd1567a0352fc48aaa2803a6a816468d99e535e3f6ec9caff3a619ae", + "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": "Both items are feature requests for status/lifecycle reaction support, but they target different chat platforms (Slack vs Feishu/Lark), so they are related in theme rather than duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #40952 is the broader, more general request framing reaction parity across chat integrations, so it is the best representative issue for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #40952 is the strongest cluster representative because it describes the feature at a higher level and is less narrowly scoped than the Feishu/Lark-specific request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40952", + "right": "issue:53887", + "accept": false, + "reason": "They ask for the same general capability, but for different integrations/platforms (Slack vs Feishu/Lark). That makes them related feature requests, 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": 113, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41001-2", + "nodes": [ + "issue:41001", + "issue:49474" + ], + "soft_pairs": [ + "issue:41001|issue:49474" + ], + "prepared_review_unit_hash": "a0b42514461e219b98ff423cfd23c35010e23e16d6855c07de3ed56e766d6980", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to plugin runtime/reload behavior, but they describe different failure modes: one is an infinite restart loop for npm-installed plugins, while the other is a self-update timestamp write to openclaw.json that stops the gateway without a restart loop. They should not be merged as duplicates.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #41001 is the broader, more general report of the reload watcher/restart-loop bug; #49474 appears to be a narrower, distinct symptom in the same area.", + "canonical_pr_reason": null, + "best_issue_reason": "#41001 is the best representative issue because it captures the core restart-loop failure mode more generally and is less specialized than #49474.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41001", + "right": "issue:49474", + "accept": false, + "reason": "Related plugin/watcher behavior, but the concrete outcomes differ: restart loop vs gateway stop from openclaw.json timestamp writes. 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": 114, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-6615-2", + "nodes": [ + "issue:41140", + "issue:6615" + ], + "soft_pairs": [ + "issue:41140|issue:6615" + ], + "prepared_review_unit_hash": "412c69df7d0c7f8430a44567de02aa0d5f2e3f3691d4ab3c7a03503ab15bb8d9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1539, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1539, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look related in the exec-approvals denylist area, but the evidence is too weak to call them duplicates; 41140 is narrower and the packet only shows a low-similarity signal.", + "confidence": 0.43, + "canonical_issue_reason": "No canonical issue should be asserted from this packet alone: the only evidence is weak title overlap and low Jaccard similarity, with no body-level confirmation that the requests are the same.", + "canonical_pr_reason": null, + "best_issue_reason": "If one issue must be kept as the broader umbrella candidate, 6615 is the better fit because its title is more general; however, it should remain a tentative related issue rather than an accepted duplicate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41140", + "right": "issue:6615", + "accept": false, + "reason": "Related but not proven duplicate: 41140 is specifically about command-content deny patterns, while 6615 is the broader exec-approvals denylist request, and the packet lacks stronger evidence of the same underlying ask." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate/canonicalization claim is too strong for the packet. The only machine evidence is a soft_similarity signal with low Jaccard (0.21), and the packet does not include issue bodies showing that these are the same request. The titles overlap in the exec-approvals denylist area, but 41140 is specifically about command-content patterns while 6615 is broader. A conservative verdict would keep this as a possible related issue, not an accepted duplicate." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 115, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41202-2", + "nodes": [ + "issue:41202", + "issue:41203" + ], + "soft_pairs": [ + "issue:41202|issue:41203" + ], + "prepared_review_unit_hash": "4995cab1277baf91c73cc349b7e3cf4a19cdfea4eed511feffe1b6dac2b894b8", + "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 separate optimization issues for different call sites (`exec(['command'])` vs `browser(['action', 'profile'])`). They share only a vague \u201cduplicate invocation optimization\u201d theme, not the same underlying bug/change.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a clear duplicate of the other; both are standalone optimization requests for different commands, so there is no canonical issue in this pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41202", + "right": "issue:41203", + "accept": false, + "reason": "Same broad optimization theme, but different concrete APIs/code paths (`exec` vs `browser`) and different argument shapes. 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": 116, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41258-4", + "nodes": [ + "issue:41258", + "issue:41830", + "issue:42273", + "issue:42282" + ], + "soft_pairs": [ + "issue:41258|issue:41830", + "issue:41830|issue:42273", + "issue:42273|issue:42282" + ], + "prepared_review_unit_hash": "068dc6b72bad6e7392b110b6c9fa2e23b9b9fd4f39109000d7a7128a9d9a9aae", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3419, + "estimated_input_tokens": 855, + "estimated_eval_tokens": 1966 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3419, + "estimated_input_tokens": 855, + "estimated_eval_tokens": 1966 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like related `openclaw backup create` failures, but not one confidently unified bug. 41258 and 41830 are the closest match on the same 10-byte archive/tmp symptom; 42273 is only a large-install stall report, and 42282 reads more like a proposed streaming/memory fix than the same concrete failure.", + "confidence": 0.69, + "canonical_issue_reason": "41830 is the best issue canonical because it most directly captures the shared `backup create` failure mode with the stall/10-byte tmp-file symptom, while staying broader than the empty-archive wording in 41258.", + "canonical_pr_reason": null, + "best_issue_reason": "41830 is the strongest representative of the cluster: it names the command, the hang/stall behavior, and the 10-byte tmp artifact without overfitting to one backup mode or environment.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41258", + "right": "issue:41830", + "accept": true, + "reason": "Same command and same 10-byte empty archive/tmp symptom; the difference in wording still looks like the same underlying backup-create failure." + }, + { + "left": "issue:41830", + "right": "issue:42273", + "accept": false, + "reason": "Both involve backup creation stalling, but 42273 is only described as a large-installation stall and lacks enough detail to confirm the same concrete bug." + }, + { + "left": "issue:42273", + "right": "issue:42282", + "accept": false, + "reason": "42282 sounds like a design/fix proposal about streaming tar output instead of buffering, not clearly the same failure mode as the large-install stall in 42273." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is too strong for the packet evidence. 41258 and 41830 look plausibly related, but 42273 is only described as a large-installation stall and 42282 reads like a fix/design issue (\u201cshould stream tar archive instead of buffering in memory\u201d), not clearly the same bug. With only soft similarity and no body text, it\u2019s safer to say these are related backup-create failures rather than confidently merging all four as one issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 117, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41280-3", + "nodes": [ + "issue:41280", + "issue:41602", + "issue:41760" + ], + "soft_pairs": [ + "issue:41280|issue:41602", + "issue:41602|issue:41760" + ], + "prepared_review_unit_hash": "e7da24f2f8cfd1adec8582c94ea11000831947d1c2fe6d9975244c0d98af3927", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2450, + "estimated_input_tokens": 613, + "estimated_eval_tokens": 1482 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2450, + "estimated_input_tokens": 613, + "estimated_eval_tokens": 1482 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are incident-style issues about Rusty/computer-use availability, but they appear to be separate reports rather than one duplicate bug: one host-specific service outage, one workstation/CU service outage, and one Tailscale reachability problem.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 41602 is the best representative because it is the clearest, most actionable report: it names the Rusty workstation and the concrete CU service ports that are down.", + "canonical_pr_reason": null, + "best_issue_reason": "41602 is the strongest issue candidate for dedupe/triage because it most directly identifies the affected workstation and failure mode, while the others are narrower or describe a different access symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41280", + "right": "issue:41602", + "accept": false, + "reason": "Both mention Rusty/computer-use availability, but one is a host-specific service failure on srv1325349 and the other is a workstation outage on ports 8420/8421/8422; they do not clearly describe the same underlying incident." + }, + { + "left": "issue:41602", + "right": "issue:41760", + "accept": false, + "reason": "These look related at a high level, but one reports CU services down and the other reports Tailscale unreachability; that is not enough to conclude the same concrete root cause or duplicate issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 118, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41355-11", + "nodes": [ + "issue:41355", + "issue:44447", + "issue:44449", + "issue:44450", + "issue:44451", + "issue:44452", + "issue:44453", + "issue:44472", + "issue:44582", + "issue:44586", + "issue:44587" + ], + "soft_pairs": [ + "issue:41355|issue:44447", + "issue:44447|issue:44449", + "issue:44449|issue:44450", + "issue:44449|issue:44451", + "issue:44449|issue:44452", + "issue:44449|issue:44453", + "issue:44450|issue:44451", + "issue:44450|issue:44452", + "issue:44450|issue:44453", + "issue:44451|issue:44452", + "issue:44451|issue:44453", + "issue:44452|issue:44453", + "issue:44472|issue:44587", + "issue:44582|issue:44586", + "issue:44586|issue:44587", + "issue:44447|issue:44586" + ], + "prepared_review_unit_hash": "ed15a6b3cfd806d3368ce10a22dfe336cb632721d880f426df53f87822482626", + "component_budget": { + "node_count": 11, + "item_count": 11, + "soft_pair_count": 16, + "serialized_chars": 12078, + "estimated_input_tokens": 3020, + "estimated_eval_tokens": 6296 + }, + "budget": { + "node_count": 11, + "item_count": 11, + "soft_pair_count": 16, + "serialized_chars": 12078, + "estimated_input_tokens": 3020, + "estimated_eval_tokens": 6296 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two small clusters appear to be near-duplicates: the Discord thread context reinjection bug, and a separate set of routing/resolver issues. Most other pairs are only loosely related by subsystem and should stay distinct.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 44447 is the clearest, most specific statement of the main Discord-thread duplication bug (context re-injected every turn) and is a better duplicate target than the broader umbrella/variant titles.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 44447 is the best representative issue to keep: it describes the core symptom directly, while nearby issues either rephrase the same bug or broaden into additional routing/session problems.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41355", + "right": "issue:44447", + "accept": true, + "reason": "Same underlying Discord thread context reinjection bug; the titles differ only in wording (ThreadStarterBody vs thread context)." + }, + { + "left": "issue:44447", + "right": "issue:44449", + "accept": true, + "reason": "Both describe the same repeated reinjection/context pollution in Discord threads; \"metadata\" vs \"context\" is a wording difference, not a separate bug." + }, + { + "left": "issue:44447", + "right": "issue:44586", + "accept": false, + "reason": "44586 is a broader umbrella issue that also includes session-routing fixes; it is not clearly the same single bug as the pure context reinjection report." + }, + { + "left": "issue:44449", + "right": "issue:44450", + "accept": false, + "reason": "Context pollution in Discord threads and CLI --channel discord --to misrouting are different code paths and different failure modes." + }, + { + "left": "issue:44449", + "right": "issue:44451", + "accept": false, + "reason": "One is repeated Discord thread context injection; the other is a compact-session resolver lookup gap. Related area, but not the same bug." + }, + { + "left": "issue:44449", + "right": "issue:44452", + "accept": false, + "reason": "Thread metadata reinjection and missing channel/accountId propagation are distinct resolver issues, not one concrete bug." + }, + { + "left": "issue:44449", + "right": "issue:44453", + "accept": false, + "reason": "Context reinjection and the compact ReferenceError are different defects with different code paths." + }, + { + "left": "issue:44450", + "right": "issue:44451", + "accept": false, + "reason": "Both touch session routing, but one is CLI misrouting to agent:*:main and the other is a missing delivery-context lookup; not the same problem." + }, + { + "left": "issue:44450", + "right": "issue:44452", + "accept": false, + "reason": "Different bugs: CLI route selection versus register.agent not forwarding channel/accountId." + }, + { + "left": "issue:44450", + "right": "issue:44453", + "accept": false, + "reason": "Misrouting to the wrong session and a ReferenceError in compact are separate defects." + }, + { + "left": "issue:44451", + "right": "issue:44452", + "accept": false, + "reason": "A missing delivery-context lookup is not the same as failing to propagate channel/accountId into the resolver, even if both affect session resolution." + }, + { + "left": "issue:44451", + "right": "issue:44453", + "accept": false, + "reason": "Different compact-path failures: one is lookup logic, the other is a ReferenceError." + }, + { + "left": "issue:44452", + "right": "issue:44453", + "accept": false, + "reason": "These are distinct compact/regression issues with different symptoms and likely different fixes." + }, + { + "left": "issue:44472", + "right": "issue:44587", + "accept": false, + "reason": "Both mention premature success, but 44472 is a broader runtime-bundle patch set while 44587 is a wording/verification fix in subagent flows; not clearly the same change." + }, + { + "left": "issue:44582", + "right": "issue:44586", + "accept": false, + "reason": "Performance degradation from context growth/lane blocking is related to 44586's Discord-thread root fix, but the titles point to different concrete problems and scopes." + }, + { + "left": "issue:44586", + "right": "issue:44587", + "accept": false, + "reason": "Discord thread context/session routing fixes and premature-success verification fixes are unrelated bugs." + }, + { + "left": "issue:44447", + "right": "issue:44586", + "accept": false, + "reason": "44586 bundles context growth plus session routing; it is broader than the single context reinjection bug described in 44447." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment stays grounded in the packet and is conservative where the titles diverge. The duplicate calls within the Discord-thread reinjection cluster are reasonable, and the routing/resolver pairs are appropriately kept separate rather than over-merged." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 119, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41432-2", + "nodes": [ + "issue:41432", + "issue:44138" + ], + "soft_pairs": [ + "issue:41432|issue:44138" + ], + "prepared_review_unit_hash": "64584fd2c44bfe078cba0e0b168722e5192fe303274e6867f724233618bdd65c", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 120, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41494-2", + "nodes": [ + "issue:41494", + "issue:41495" + ], + "soft_pairs": [ + "issue:41494|issue:41495" + ], + "prepared_review_unit_hash": "c66c46b00421e7c37b6e83c40ad3023d706412162de08945907799e21af8b533", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41564-2", + "nodes": [ + "issue:41564", + "issue:41586" + ], + "soft_pairs": [ + "issue:41564|issue:41586" + ], + "prepared_review_unit_hash": "6065108be4c38425e3db18fa1df0897c0af89100dc88800010033953ce42a0ab", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1538, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1538, + "estimated_input_tokens": 385, + "estimated_eval_tokens": 1026 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are very strongly similar and likely duplicates: they have identical titles and describe the same feature request. The evidence is limited, so the match should be treated conservatively rather than as proven equivalence.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #41564 is the better canonical issue because it was filed first and covers the same request as #41586.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #41564 is the best issue anchor because it is earlier and the pair appears to describe the same feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41564", + "right": "issue:41586", + "accept": true, + "reason": "Identical titles and the same feature request make this a likely duplicate, but the available evidence is limited to title/body similarity so the match should be treated conservatively." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only proves identical titles and soft similarity between the two issues. The response goes further than the evidence supports by asserting there are no meaningful differences in scope/target and by treating the pair as effectively duplicates with very high confidence. A more conservative verdict would note that they are strongly similar/likely duplicates based on title alone, without overclaiming equivalence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 122, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41704-4", + "nodes": [ + "issue:41704", + "issue:48029", + "issue:56061", + "issue:57743" + ], + "soft_pairs": [ + "issue:41704|issue:48029", + "issue:41704|issue:56061", + "issue:48029|issue:56061", + "issue:48029|issue:57743" + ], + "prepared_review_unit_hash": "4e991b2253d043f4f45a7849b862a23cec3e6f1b6f5eacd536052c96e63f3c90", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3862, + "estimated_input_tokens": 966, + "estimated_eval_tokens": 2188 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3862, + "estimated_input_tokens": 966, + "estimated_eval_tokens": 2188 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three issues (41704, 48029, 56061) all point to Telegram long-polling hanging after a TCP connection silently dies; 57743 looks like a different intermittent-delay report rather than the same dead-socket failure mode.", + "confidence": 0.71, + "canonical_issue_reason": "56061 most directly states the shared root cause ('dead TCP socket' / no socket-level read timeout) and cleanly covers the proxy/NAT variants in the other reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Best cluster representative: it is the broadest, most concrete description of the underlying polling hang while still tying it to the transport-layer failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41704", + "right": "issue:48029", + "accept": true, + "reason": "Both describe Telegram polling stalling after a silently dropped TCP connection; proxy vs NAT is just the trigger, not a different underlying bug." + }, + { + "left": "issue:41704", + "right": "issue:56061", + "accept": true, + "reason": "These are the same failure mode: long-polling hangs indefinitely because a dead TCP socket is not detected in time." + }, + { + "left": "issue:48029", + "right": "issue:56061", + "accept": true, + "reason": "Both report the same dead-connection hang in Telegram long-polling; 48029\u2019s NAT/pool wording is a specific variant of the issue in 56061." + }, + { + "left": "issue:48029", + "right": "issue:57743", + "accept": false, + "reason": "57743 reads like intermittent 90-110s delay/timeout behavior despite a healthy network, which is not clearly the same silently-dead-socket bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: 41704, 48029, and 56061 all describe Telegram long-polling stalling due to a dropped/stale TCP connection, while 57743 is materially different because it describes intermittent 90\u2013110s stalls despite a healthy network. The soft-edge accepts are conservative given the shared transport-layer failure mode and the wording in the titles." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 123, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41788-2", + "nodes": [ + "issue:41788", + "issue:44209" + ], + "soft_pairs": [ + "issue:41788|issue:44209" + ], + "prepared_review_unit_hash": "08e6c8b2cf5ca7621054e643884ee22557447dacd8e52a812154a7ee58e72865", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "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 describe different products and different failure modes, so this is not a duplicate cluster.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue fits both: 41788 is about Google Chat DM threading, while 44209 is about Discord DM routing when IDs collide.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41788", + "right": "issue:44209", + "accept": false, + "reason": "Different integrations and different bugs: new-thread creation in Google Chat vs misrouting DM sessions in Discord. 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": 124, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41862-4", + "nodes": [ + "issue:41862", + "issue:43616", + "issue:43620", + "issue:49957" + ], + "soft_pairs": [ + "issue:41862|issue:43620", + "issue:41862|issue:49957", + "issue:43616|issue:43620", + "issue:43620|issue:49957" + ], + "prepared_review_unit_hash": "0c77ce6329d85972ae6f20dd37666a61ac54528050dfadabd8f99066b2bb4384", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3829, + "estimated_input_tokens": 958, + "estimated_eval_tokens": 2172 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3829, + "estimated_input_tokens": 958, + "estimated_eval_tokens": 2172 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41881-2", + "nodes": [ + "issue:41881", + "issue:69314" + ], + "soft_pairs": [ + "issue:41881|issue:69314" + ], + "prepared_review_unit_hash": "4c86f34aba68a6a32aa57a9f4d09ba0ab0fb1caea5c976b52d79fc5f2cae6ffb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1612, + "estimated_input_tokens": 403, + "estimated_eval_tokens": 1062 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1612, + "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 request the same underlying Docker cross-platform/multi-architecture build capability; one is the broad feature ask and the other is a concrete setup.sh implementation path.", + "confidence": 0.86, + "canonical_issue_reason": "#41881 is the clearest umbrella request: it states the user-facing feature directly (multi-architecture Docker image builds for ARM64/ARMv7).", + "canonical_pr_reason": null, + "best_issue_reason": "#41881 is the best representative issue because it captures the full feature goal more clearly than the more implementation-specific #69314.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41881", + "right": "issue:69314", + "accept": true, + "reason": "Both describe the same cross-platform Docker build support request; #69314 appears to be a specific implementation of the broader multi-arch build feature in #41881." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The grouping is grounded in the packet: both issue titles point to cross-platform / multi-architecture Docker build support, with #69314 reading as a narrower implementation path related to #41881. The soft-edge verdict is cautious enough given the limited evidence available." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 126, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41924-2", + "nodes": [ + "issue:41924", + "issue:52701" + ], + "soft_pairs": [ + "issue:41924|issue:52701" + ], + "prepared_review_unit_hash": "8ebaa720c16d23cfff81ed8f86344525e7c1b15767419835b6bb199409919a22", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1546, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1546, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same high-level feature/discussion around agent health monitoring and automated recovery/self-healing. Issue #52701 explicitly references #41924 and reads like a rephrased follow-up or duplicate of the earlier discussion.", + "confidence": 0.84, + "canonical_issue_reason": "#41924 is the earlier, more-established discussion and has more inbound references, so it is the better anchor for this topic.", + "canonical_pr_reason": null, + "best_issue_reason": "#41924 best represents the cluster because it is the original discussion and the more referenced issue; #52701 largely restates it with a narrower title.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41924", + "right": "issue:52701", + "accept": true, + "reason": "Same underlying topic: agent health monitoring plus self-healing/automated recovery. The second issue explicitly points back to #41924, strongly indicating duplication or a direct re-track of the same discussion." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: #41924 has higher inbound references and the second issue\u2019s title explicitly points to #41924, supporting the duplicate/retrack reading. The soft-edge acceptance 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": 127, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-41951-2", + "nodes": [ + "issue:41951", + "issue:43948" + ], + "soft_pairs": [ + "issue:41951|issue:43948" + ], + "prepared_review_unit_hash": "2a45e2b457bccc443b2985207d927680b8ec1f51a9fc33d467155f6fc8b3474c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related only in the broad Feishu messaging area, but they ask for different capabilities: one is a tool for downloading message attachments, the other is adding `sendMedia` support for sending images. They should not be clustered as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "issue #43948 is the more concrete, actionable request: expose `sendMedia` to send images. #41951 is a different feature request about downloading attachments.", + "canonical_pr_reason": null, + "best_issue_reason": "#43948 best represents the cluster because it has a clear, specific API change request and a well-defined behavior target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:41951", + "right": "issue:43948", + "accept": false, + "reason": "Different underlying features: attachment download tooling vs sending images via `sendMedia`. Shared Feishu context is too broad to treat as 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": 128, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42054-3", + "nodes": [ + "issue:42054", + "issue:52579", + "issue:58602" + ], + "soft_pairs": [ + "issue:42054|issue:52579", + "issue:42054|issue:58602" + ], + "prepared_review_unit_hash": "522ceaec297a3963677d9e64af9c239e071fba5114cb3c7c38ff41ef12e993ee", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2468, + "estimated_input_tokens": 617, + "estimated_eval_tokens": 1490 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2468, + "estimated_input_tokens": 617, + "estimated_eval_tokens": 1490 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related at the Discord-interactions level, but they appear to describe different timeout failures in different code paths: buttons, modal handling, and a specific slash command. I would not merge any of the issue pairs as duplicates.", + "confidence": 0.73, + "canonical_issue_reason": "Issue 52579 is the strongest canonical issue because it names the likely root class of failure directly: the Discord INTERACTION_CREATE handler exceeding the 3s deadline and breaking modals.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 52579 is the best representative because it is the most concrete and root-cause-oriented of the three, while still broad enough to cover the timeout class.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42054", + "right": "issue:52579", + "accept": false, + "reason": "Both involve Discord interaction timeouts, but one is about button interactions expiring and the other about modal handling in INTERACTION_CREATE; different interaction types and likely different fixes." + }, + { + "left": "issue:42054", + "right": "issue:58602", + "accept": false, + "reason": "A button-interaction expiry and a /new slash-command timeout are distinct symptoms on different command paths; this is too broad to treat 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": 129, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-8355-2", + "nodes": [ + "issue:42159", + "issue:8355" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "d9576fd2cd5324879002275fe575ec4c6509f651adc5b115f3b1725220f4d7f4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1308, + "estimated_input_tokens": 327, + "estimated_eval_tokens": 910 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1308, + "estimated_input_tokens": 327, + "estimated_eval_tokens": 910 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items concern reducing voice-call TTS latency, but they are not the same request: one is a concrete bug report about buffering the entire response before Twilio streaming, while the other is a broader feature request for a sentence-level streaming pipeline.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #42159 is the more specific, user-facing defect: it identifies the exact bad behavior in the current voice-call path (full-response synthesis before streaming).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #42159 is the best representative issue because it describes a concrete code-path problem that can be acted on directly, whereas #8355 is a wider architectural feature request.", + "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": 130, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42226-2", + "nodes": [ + "issue:42226", + "issue:54857" + ], + "soft_pairs": [ + "issue:42226|issue:54857" + ], + "prepared_review_unit_hash": "982839f8e483c954c58d7747b17796c8f064e39093344520a926bc3a671ac8ef", + "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 Slack duplication bug: a race in streaming/draft handling that can produce double responses/messages. One is a specific voice-message report, the other a broader Slack preview streaming report.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 54857 is the better canonical issue because it states the underlying race condition more generally and directly ties it to the duplicate-message symptom, while 42226 reads as a narrower manifestation affecting voice messages.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54857 is the strongest representative for the cluster: it is clearer about the core Slack streaming race and appears applicable beyond a single message type.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42226", + "right": "issue:54857", + "accept": true, + "reason": "Both report Slack sending duplicate responses/messages due to a streaming/draft race condition; the voice-message case is a specific instance of the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues explicitly describe Slack double-message behavior tied to a draft/streaming race condition, and the soft match is framed conservatively as a specific voice-message instance versus a broader preview-streaming report. The canonical choice is also reasonable based on the titles alone." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 131, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-8215-2", + "nodes": [ + "issue:42261", + "issue:8215" + ], + "soft_pairs": [ + "issue:42261|issue:8215" + ], + "prepared_review_unit_hash": "c908a6692ec3a2c59c72659d78a336d7b9fc71a6d94fb9369106232e9257f4a7", + "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 concern \u201cthinking\u201d events, but they are not the same change: one is a concrete gateway delivery bug for webchat/WS clients, while the other is a broader feature request for a separate thinking stream in agent events.", + "confidence": 0.82, + "canonical_issue_reason": "42261 is the more concrete, current bug report with a specific failing path (gateway/webchat/WS clients not receiving live thinking events).", + "canonical_pr_reason": null, + "best_issue_reason": "42261 best represents the cluster because it states the actionable symptom and target surface area; 8215 is broader and framed as a feature request rather than the same defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42261", + "right": "issue:8215", + "accept": false, + "reason": "Related topic, but not the same underlying bug/change: 42261 is about missing live delivery through gateway clients, while 8215 proposes adding a separate thinking stream for visibility." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42287-2", + "nodes": [ + "issue:42287", + "issue:44600" + ], + "soft_pairs": [ + "issue:42287|issue:44600" + ], + "prepared_review_unit_hash": "421bac3f13bdf732fc1de1ea2f17f46bfca2340a77601c2a8c8dc561c38cede7", + "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 are closely related by title and both mention a MacNodeBrowserProxy JSON-serialization crash in the 2026.3.8 beta, but the available evidence is only superficial and does not establish the same underlying bug or root cause. 42287 is the better representative because it is more specific.", + "confidence": 0.69, + "canonical_issue_reason": "Issue 42287 is the more specific report, because it names the exact crash site (MacNodeBrowserProxy.makeRequest) and the beta context, making it a better anchor for triage.", + "canonical_pr_reason": null, + "best_issue_reason": "42287 is the best issue to represent the cluster because it provides the most concrete failure location, while 44600 is a shorter, less detailed description of a similar symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42287", + "right": "issue:44600", + "accept": false, + "reason": "The titles are similar and both mention JSON serialization in MacNodeBrowserProxy, but the packet only provides soft-similarity evidence. That is not enough to conclude they are the same bug or share the same root cause." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The clustering is a bit too assertive for the evidence provided. The packet only shows title-level similarity and a soft-similarity score; it does not establish that these are the same bug or the same root cause. The soft-edge verdict should be more conservative (e.g., \u201cpossibly related\u201d rather than accept), and the summary should avoid stating they \u2018report the same crash\u2019 as a fact." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 133, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42369-3", + "nodes": [ + "issue:42369", + "issue:42383", + "issue:51394" + ], + "soft_pairs": [ + "issue:42369|issue:42383", + "issue:42369|issue:51394", + "issue:42383|issue:51394" + ], + "prepared_review_unit_hash": "407d02e02f0f7e2723ea3b7776044db420897cdc5ff4d2bb6460e2fd9fbd1bc0", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2819, + "estimated_input_tokens": 705, + "estimated_eval_tokens": 1666 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2819, + "estimated_input_tokens": 705, + "estimated_eval_tokens": 1666 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Issues 42369 and 42383 are near-perfect duplicates of the same feature request. Issue 51394 is related but narrower and more specific to request interception, so it should not be merged with the identical pair.", + "confidence": 0.97, + "canonical_issue_reason": "42369 is the older of the two identical feature requests, so it is the best canonical representative for the duplicate pair with 42383.", + "canonical_pr_reason": null, + "best_issue_reason": "42369 is the best overall issue anchor because it exactly matches 42383 and appears to be the original report; 51394 is only a related follow-up on a narrower CDP Network-domain use case.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42369", + "right": "issue:42383", + "accept": true, + "reason": "Same title and effectively the same request/body; these are duplicate reports of the same feature." + }, + { + "left": "issue:42369", + "right": "issue:51394", + "accept": false, + "reason": "Both mention CDP Network support, but 51394 is specifically about browser-tool request interception and is not the same underlying request as the broader Chrome Browser Relay feature request." + }, + { + "left": "issue:42383", + "right": "issue:51394", + "accept": false, + "reason": "42383 is the same broad feature request as 42369, while 51394 is a narrower, different feature request focused on request interception rather than a direct duplicate." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is well grounded in the packet: 42369 and 42383 have identical titles and matching body lengths, so treating them as duplicates and choosing the older one as canonical is conservative. The rejection of 51394 as merely related, not a duplicate, is also appropriately cautious given its narrower CDP request-interception framing and lower similarity score." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 134, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42389-2", + "nodes": [ + "issue:42389", + "issue:69184" + ], + "soft_pairs": [ + "issue:42389|issue:69184" + ], + "prepared_review_unit_hash": "6440a9879da68fa10176d3a607ef79fbf12ec5cb0d1b7b683d993dfd1c5103b6", + "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 are two separate feature requests for the same tool but for different actions: one asks for a `create_bitable` action, the other asks for a file download action. They do not look like the same underlying change.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a clear duplicate of the other; if forced to pick one representative, #42389 is slightly more canonical only because it is the earlier request, but it does not subsume #69184.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42389", + "right": "issue:69184", + "accept": false, + "reason": "Different requested capabilities in the same tool, not the same bug or change. One is for creating bitables, the other for downloading cloud storage files." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42598-2", + "nodes": [ + "issue:42598", + "issue:42599" + ], + "soft_pairs": [ + "issue:42598|issue:42599" + ], + "prepared_review_unit_hash": "6f9c38334ffa258e0b7ef939f4b8a86ba6c4b5a1b521ae6e2cef9faa636c0cd4", + "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 both concern setup-podman.sh, but they describe different optimization topics: one targets image-loading performance, while the other targets user-creation logic abstraction and compatibility. They should not be treated 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:42598", + "right": "issue:42599", + "accept": false, + "reason": "Shared script name and broad optimization theme, but the actual problems differ: image loading performance vs user creation/compatibility refactor. 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": 136, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42600-2", + "nodes": [ + "issue:42600", + "issue:70853" + ], + "soft_pairs": [ + "issue:42600|issue:70853" + ], + "prepared_review_unit_hash": "d2e3e6aa161740af0087d4667fe278baf7593388ce622f968f18d345dc854a33", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1637, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1637, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Telegram session continuity after a reset, but they describe different manifestations: one is topic reply-parent hydration in group topics, the other is DM continuity after reset/rebind. They overlap in subsystem and symptom family, but not enough to treat as the same underlying bug.", + "confidence": 0.74, + "canonical_issue_reason": "Issue #70853 is the better canonical issue because it is broader, currently open, and framed around the core session-reset/rebind continuity problem rather than a narrower topic-reply variant.", + "canonical_pr_reason": null, + "best_issue_reason": "#70853 is the best single issue for triage: it is the more general and active report about Telegram session continuity loss after reset/rebind, so it can serve as the umbrella tracker.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42600", + "right": "issue:70853", + "accept": false, + "reason": "They share a Telegram session-reset continuity theme, but #42600 is specifically about topic reply-parent hydration and transcript fallback, while #70853 is about DM continuity after session reset/rebind. That is related, not clearly 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": 137, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42621-2", + "nodes": [ + "issue:42621", + "issue:44462" + ], + "soft_pairs": [ + "issue:42621|issue:44462" + ], + "prepared_review_unit_hash": "77f280af7f536aea8704487fc49cab1942df928923f0cf21f2097e5a9f4ea8ad", + "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": "The two issues are related webhook-routing feature requests, but the evidence only supports likely overlap, not a confident duplicate match. #42621 is the broader request; #44462 is a narrower agentId-focused variant.", + "confidence": 0.72, + "canonical_issue_reason": "#42621 is the better canonical issue because it states the broader behavior change in user-facing terms and can subsume the narrower agentId wording in #44462.", + "canonical_pr_reason": null, + "best_issue_reason": "#42621 is the best representative since it is more general and descriptive of the overall webhook/session-routing enhancement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42621", + "right": "issue:44462", + "accept": false, + "reason": "They appear related, but the packet only shows title-level similarity and no explicit links, shared targets, or stronger evidence that they describe the same concrete bugfix. This is best treated as overlapping feature requests rather than a confirmed duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair is plausibly related, 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 explicit issue links or shared targets. Saying they are the \"same underlying webhook enhancement\" overstates what is grounded here. A more conservative conclusion would be that they likely overlap or are related, not that they definitively describe the same bugfix." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 138, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42740-2", + "nodes": [ + "issue:42740", + "issue:61028" + ], + "soft_pairs": [ + "issue:42740|issue:61028" + ], + "prepared_review_unit_hash": "d115477d07a4c7e2984e64dfce1421c544f86c1a9c33037648a270ca66e68e7b", + "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 reports involve cron timing anomalies, but they describe different failure modes: one is a spontaneous wrong-time fire without restart and hints at a DST/UTC boundary issue, while the other is an immediate catch-up fire on gateway restart caused by per-job timezone being ignored. They are related subsystem-wise but not the same underlying bug.", + "confidence": 0.89, + "canonical_issue_reason": "Issue #61028 is more concrete and actionable: it names the restart/catch-up path and the per-job timezone bug, giving a clearer reproduction target than the broader DST/UTC boundary report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #61028 is the better representative because it isolates a specific code path and likely root cause, whereas #42740 is broader and more speculative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42740", + "right": "issue:61028", + "accept": false, + "reason": "Both are cron timing bugs, but one is about spontaneous misfires without restart and the other is about restart catch-up with ignored timezone. Different triggers and likely different root causes, 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": "issue", + "component_index": 139, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42792-2", + "nodes": [ + "issue:42792", + "issue:42808" + ], + "soft_pairs": [ + "issue:42792|issue:42808" + ], + "prepared_review_unit_hash": "f39401c111e699a0ee447373f20931fc8bec296d90788f64c11226562fded5e3", + "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 two issues are not the same underlying bug: one requests a new CLI flag for Cloudflare Zero Trust service-token headers, while the other reports a WebSocket 401 during node pairing over an SSH tunnel. They overlap only at a broad authentication/networking level.", + "confidence": 0.93, + "canonical_issue_reason": "No canonical duplicate issue here; the reports describe different failures and different requested changes.", + "canonical_pr_reason": null, + "best_issue_reason": "42808 is the stronger standalone bug report because it describes a concrete runtime failure path (401 on WebSocket upgrade during node pairing).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42792", + "right": "issue:42808", + "accept": false, + "reason": "Different problem statements and remediation: one is a feature request for a header flag, the other is a specific WebSocket authentication failure over SSH tunneling. 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": 140, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42802-2", + "nodes": [ + "issue:42802", + "issue:42815" + ], + "soft_pairs": [ + "issue:42802|issue:42815" + ], + "prepared_review_unit_hash": "3b626bb45b967d50ce9064b1d2c6bff6d25124ad50865696d146543b51d7246d", + "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 issues are related to the same Discord channel-per-agent binding topic, but they are not duplicates: one is a concrete feature request for Gateway UI display, while the other is a research/spike item about feasibility and implementation path.", + "confidence": 0.93, + "canonical_issue_reason": "Issue #42802 is the better canonical issue because it is the actionable, user-facing feature request with a clear deliverable (Gateway UI binding display).", + "canonical_pr_reason": null, + "best_issue_reason": "#42802 is the best issue for tracking the actual product change; #42815 is exploratory and narrower in scope.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42802", + "right": "issue:42815", + "accept": false, + "reason": "They discuss the same general topic, but one is a feature request and the other is a research/feasibility investigation. They do not represent 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": 141, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42820-2", + "nodes": [ + "issue:42820", + "issue:43015" + ], + "soft_pairs": [ + "issue:42820|issue:43015" + ], + "prepared_review_unit_hash": "d772c10ffcf3d2e08a81538e58ef4dffbd5f741fb4e253bfa5c52c504900ae9c", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues point at message tool schema pollution, but one is a broader schema-overexposure bug and the other is a Feishu/file-send symptom. They are related, but not clearly the same exact underlying defect.", + "confidence": 0.69, + "canonical_issue_reason": "Issue #43015 is the better canonical issue because it states the root problem more generally and concretely: message.send exposes poll/components/modal fields that break auto-population.", + "canonical_pr_reason": null, + "best_issue_reason": "#43015 is the strongest representative for the cluster since it describes the underlying schema problem rather than a narrower downstream symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42820", + "right": "issue:43015", + "accept": false, + "reason": "They overlap on message.send schema pollution, but #42820 is a Feishu/file-send-specific symptom while #43015 targets broader schema overexposure; not enough evidence they are the same exact bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 142, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-42926-2", + "nodes": [ + "issue:42926", + "issue:42938" + ], + "soft_pairs": [ + "issue:42926|issue:42938" + ], + "prepared_review_unit_hash": "6c55850978a59ba0cc119934e8d8bf27ac217764efbab751be540c07f4298001", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "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 closed issues appear to be duplicates of the same Chinese-titled test/announcement post; the later one has higher discussion activity and is the better canonical record.", + "confidence": 0.97, + "canonical_issue_reason": "issue #42938 is the better canonical issue because it is the same title, appears later, and has much higher discussion activity, suggesting it gathered the main conversation.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #42938 is the strongest representative of the pair for deduping because it has the same content signal as #42926 but more discussion and likely more complete context.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:42926", + "right": "issue:42938", + "accept": true, + "reason": "Exact same title and very similar issue metadata/body length make this look like the same underlying issue, so this duplicate edge should be accepted." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The assessment is grounded in the packet: both issues have the exact same title, similar body sizes, are closed, and the later one has higher discussion activity. The canonical choice is conservative, and the duplicate soft-edge acceptance is supported by the available similarity signal without overstating certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 143, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43126-2", + "nodes": [ + "issue:43126", + "issue:60847" + ], + "soft_pairs": [ + "issue:43126|issue:60847" + ], + "prepared_review_unit_hash": "02c5fbd5349f404e46a451ae4b8f1fb1c1a9565d8a40ab7ec0c17195884c54dc", + "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 issues are related to session handling but describe different problems: one is a heartbeat-target race causing multiple sessions to respond, the other is missing cleanup/TTL for completed acpx sessions. They should not be merged as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #43126 is the more concrete, narrowly defined bug report with a specific failure mode and likely reproduction path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #43126 is the strongest standalone issue because it describes a precise code-path bug rather than a broader lifecycle concern.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43126", + "right": "issue:60847", + "accept": false, + "reason": "Different underlying defects: #43126 is about heartbeat target 'last' causing concurrent responses, while #60847 is about completed-session retention and missing TTL/cleanup. They overlap on sessions but are not the same 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": 144, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43181-2", + "nodes": [ + "issue:43181", + "issue:52116" + ], + "soft_pairs": [ + "issue:43181|issue:52116" + ], + "prepared_review_unit_hash": "7b0b59ccd35a8645b6fdb429c0dba11860d9802d2ac30bada9e83722bc47bafd", + "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": "Both issues involve Telegram polling reliability, but they describe different failure modes and likely different root causes: one is a browser-tool timeout cascading into gateway restarts, the other is the polling client becoming permanently stuck after a transient network failure. Related area, not the same underlying bug.", + "confidence": 0.61, + "canonical_issue_reason": "Issue #52116 is the clearer, more general bug report: it states the concrete symptom (polling client gets stuck) and the triggering condition (transient network failure) without the extra cascading infrastructure behavior from #43181.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #52116 is the best representative because it describes the core Telegram polling failure more directly and broadly than #43181.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43181", + "right": "issue:52116", + "accept": false, + "reason": "They overlap in Telegram polling/network instability, but #43181 centers on a browser tool timeout and gateway restarts, while #52116 is about the polling client hanging after a transient network failure. Similar subsystem, different bug." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43454-2", + "nodes": [ + "issue:43454", + "issue:57671" + ], + "soft_pairs": [ + "issue:43454|issue:57671" + ], + "prepared_review_unit_hash": "c492eafab66a65d23bb77a7636e6629fffa4606e6b281a6f5f04dd3c9d18c12b", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 146, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43534-2", + "nodes": [ + "issue:43534", + "issue:54707" + ], + "soft_pairs": [ + "issue:43534|issue:54707" + ], + "prepared_review_unit_hash": "3676f3d2a598410a8e9a52bf8e054f2ed174d43212de412bacb232e6226a7c19", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1530, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1530, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are very closely related and appear to concern the same per-agent bundled-skill configuration area, but with only titles and soft similarity there isn\u2019t enough evidence to confidently call them duplicates.", + "confidence": 0.69, + "canonical_issue_reason": "Issue 54707 is the better anchor because it uses the more explicit, implementation-shaped wording (`skills.allowBundled`) and specifies the per-agent config field directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54707 is the strongest representative of the cluster because it is the most concrete formulation of the request and most likely to map cleanly to an implementation task.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43534", + "right": "issue:54707", + "accept": false, + "reason": "The titles strongly suggest the same feature area, but the packet lacks body/diff evidence, so this is better treated as a likely related match rather than a duplicate-level same-change conclusion." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The match is plausible, but the writeup overstates the evidence. From the packet we only have titles and a soft-similarity signal; that supports a close topical match, not a confident statement that the issues are the same feature request or duplicate-level matches. The soft-edge verdict should be phrased more conservatively (e.g. likely related / same area) unless body evidence is available." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 147, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43764-2", + "nodes": [ + "issue:43764", + "issue:53159" + ], + "soft_pairs": [ + "issue:43764|issue:53159" + ], + "prepared_review_unit_hash": "69c54ad6189abba461b165a7d34e4d081eed79992b337069454e866e0bd0380a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1600, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues involve BlueBubbles Private API cache expiration, but they describe different failure modes: reply threading degradation versus complete send failures on macOS 26 Tahoe. They are related, but not clearly the same duplicate bug.", + "confidence": 0.74, + "canonical_issue_reason": "Issue #53159 is the more concrete report: it names the cache-expiration timing, the affected platform, and the direct impact on sending. It is the better representative of the underlying Private API cache problem in this cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #53159 is the strongest standalone issue because it has the clearest reproduction context and the most severe, explicit user impact.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43764", + "right": "issue:53159", + "accept": false, + "reason": "Related, but not the same clearly confirmed bug: one reports reply-threading degradation after cache expiry, the other reports all sends breaking after a 10-minute cache expiry on macOS 26 Tahoe." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43931-2", + "nodes": [ + "issue:43931", + "issue:57251" + ], + "soft_pairs": [ + "issue:43931|issue:57251" + ], + "prepared_review_unit_hash": "4bc62e1f8e256a6df4646790259474d2ba41723323d33e4044c2929745f32d21", + "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": "The two issues describe the same Windows/NTFS double-injection bug for MEMORY.md, with the later report adding the likely mechanism (case-insensitive FS + realpath dedup).", + "confidence": 0.95, + "canonical_issue_reason": "Prefer #57251 as canonical: it is the more specific and informative report, explicitly naming the Windows case-insensitive filesystem/realpath dedup cause.", + "canonical_pr_reason": null, + "best_issue_reason": "#57251 is the best issue candidate because its title is clearer and more diagnostic while still matching the same underlying bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43931", + "right": "issue:57251", + "accept": true, + "reason": "Same bug on Windows: MEMORY.md is injected twice due to case-insensitive filesystem behavior; the second issue is a more detailed restatement of the first." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same Windows MEMORY.md double-injection bug, and the second title adds a more specific mechanism (case-insensitive FS/realpath dedup). The soft-edge acceptance is conservative and well 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": 149, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-43932-2", + "nodes": [ + "issue:43932", + "issue:58671" + ], + "soft_pairs": [ + "issue:43932|issue:58671" + ], + "prepared_review_unit_hash": "d07af559e87859eb1337dffa781311a432f9cbe448da6c53146978936e09a3a9", + "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 issues are related to API failures, but they describe different problems: one is about improving the user-facing text/context for rate-limit errors, and the other is about adding automatic retries for transient upstream errors.", + "confidence": 0.96, + "canonical_issue_reason": "No canonical issue: the reports concern different fixes rather than the same bug.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 43932 is the better standalone representative because it has a specific user-facing symptom and a concrete requested improvement; 58671 is a separate retry-policy change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:43932", + "right": "issue:58671", + "accept": false, + "reason": "Different underlying behavior: 43932 targets error-message context surfaced to chat, while 58671 targets automatic retries for transient 429/503/overload responses. Similar theme, but not the same fix." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44210-2", + "nodes": [ + "issue:44210", + "issue:62465" + ], + "soft_pairs": [ + "issue:44210|issue:62465" + ], + "prepared_review_unit_hash": "7668c99fb6d3d6e9417ca46abbd20afc632313e0b65567b15b60cae1c75d86f5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1563, + "estimated_input_tokens": 391, + "estimated_eval_tokens": 1038 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1563, + "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 likely refer to the same edit-tool exact-match failure, but the evidence is still limited to titles and a soft-similarity signal. #62465 is the clearer representative, while #44210 adds a no-retry detail that is not explicitly mirrored in the other issue.", + "confidence": 0.74, + "canonical_issue_reason": "#62465 is the better canonical issue because its title more directly describes the user-facing failure mode, making the bug easier to identify and search for.", + "canonical_pr_reason": null, + "best_issue_reason": "#62465 is the strongest cluster representative: it explicitly names the exact-text-match problem and the resulting write failures.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44210", + "right": "issue:62465", + "accept": true, + "reason": "Accept tentatively: both issues point to the same edit-tool exact-match bug, even though the available evidence is mostly title-level and #44210 contains an extra no-retry detail not stated in #62465." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairing is plausible, but the writeup is more certain than the packet supports. We only have title-level evidence plus a soft-similarity signal, so the cluster should be treated as tentative rather than near-certain. In particular, the summary and soft-edge rationale overstate that both issues explicitly cover the same no-retry/fallback behavior; that detail is only present in issue 44210. Please lower confidence and keep the wording more conservative to match the available evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 151, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44303-2", + "nodes": [ + "issue:44303", + "issue:51638" + ], + "soft_pairs": [ + "issue:44303|issue:51638" + ], + "prepared_review_unit_hash": "97acae136ce23d19ef442a71ca1ba04dc03ad5c0f7937f4e29cbab35f573723d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same underlying bug: switching mid-session to a smaller-context model allows an oversized conversation state to be sent or mishandled instead of being truncated safely, which can lead to a crash. I would cluster them together.", + "confidence": 0.9, + "canonical_issue_reason": "issue #51638 is the better canonical issue because it states the underlying enforcement failure more generally and precisely, while #44303 reads as one consequence of that same problem (hard crash).", + "canonical_pr_reason": null, + "best_issue_reason": "issue #51638 is the best representative for the cluster since it captures the root behavior across cases, not just the crash symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44303", + "right": "issue:51638", + "accept": true, + "reason": "Both report the same scenario: changing to a smaller-context model mid-session with an existing prompt/context that exceeds the new model\u2019s window. The crash vs. oversized-prompt wording looks like symptom vs. root cause, not separate bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: both issues describe model-switch handling where a smaller context window is not enforced, leading to an oversized prompt being used. The analyst\u2019s merge of symptom/root-cause wording is conservative enough here, and the soft-edge acceptance is supported by the titles alone. No clear overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 152, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44361-2", + "nodes": [ + "issue:44361", + "issue:44362" + ], + "soft_pairs": [ + "issue:44361|issue:44362" + ], + "prepared_review_unit_hash": "233f23f5ac8ef8fb331de09b924b22eacc59420ac14d83d0302171f5e4f6cb3a", + "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 separate Windows backup bugs, not duplicates: one is an archive integrity cross-check path mismatch, the other is a .backupignore permission-check false positive.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 44361 is the better canonical representative because it describes a concrete end-to-end backup integrity failure with a specific Windows path mismatch, making it the more central bug report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 44361 is the strongest global representative for the cluster since it is the more specific and user-visible failure mode; however, the two issues should still remain separate.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44361", + "right": "issue:44362", + "accept": false, + "reason": "Reject: they describe different Windows backup code paths and different failure modes. One is tar/archive entry path mismatch during integrity checking; the other is a permission-check false positive for .backupignore. They are related only by platform and 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": 153, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44468-2", + "nodes": [ + "issue:44468", + "issue:71136" + ], + "soft_pairs": [ + "issue:44468|issue:71136" + ], + "prepared_review_unit_hash": "c31e05ab21e4734285de4cb3a9475c05a780b18e2eaba3b23044183aea1eec5b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1585, + "estimated_input_tokens": 397, + "estimated_eval_tokens": 1050 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1585, + "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 related to contextTokens/maxTokens, but they describe different fixes: one requests allowing overrides in defaults.models, while the other specifies precedence rules across agent config, model config, and model discovery. They are not duplicates.", + "confidence": 0.79, + "canonical_issue_reason": "Issue 71136 is the more concrete and actionable problem statement; it defines the actual selection rule, whereas 44468 is a broader earlier request about allowing overrides.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 71136 is the best issue to keep because it is open, specific, and directly describes the intended behavior change.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44468", + "right": "issue:71136", + "accept": false, + "reason": "Related topic, but not the same underlying bug/change: 44468 asks to allow overrides in defaults.models, while 71136 is about taking the minimum across agent config, model config, and discovery for token limits." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 154, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44542-2", + "nodes": [ + "issue:44542", + "issue:48651" + ], + "soft_pairs": [ + "issue:44542|issue:48651" + ], + "prepared_review_unit_hash": "1b19a83fe9fa3470df92ace76b02941d9e77244ca9755f393bbd90add15f0a55", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1572, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1572, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two closed issues have the exact same title and a high soft-similarity score, so they are likely duplicate or closely related reports. Because the bodies are not exposed here, this should be treated as a probable duplicate rather than a confirmed identical issue.", + "confidence": 0.83, + "canonical_issue_reason": "Issue #44542 is the older report, so if this pair is a duplicate it is the better canonical target.", + "canonical_pr_reason": null, + "best_issue_reason": "#44542 is the earliest instance and the best representative for a likely duplicate/closely related report pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44542", + "right": "issue:48651", + "accept": true, + "reason": "Exact title match and high soft-similarity make this a likely duplicate or closely related report, though the missing bodies limit certainty." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the evidence shown. The packet only confirms that the two closed issues share the same title and have a high soft-similarity score; it does not expose the bodies themselves or any explicit duplicate linkage. Please phrase this as a likely duplicate or closely related report rather than asserting they are near-identical or the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 155, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-44687-12", + "nodes": [ + "issue:44687", + "issue:60635", + "issue:69386", + "issue:69563", + "issue:69564", + "issue:69565", + "issue:69566", + "issue:69568", + "issue:69570", + "issue:69573", + "issue:70004", + "issue:70026" + ], + "soft_pairs": [ + "issue:44687|issue:70004", + "issue:60635|issue:69386", + "issue:60635|issue:70026", + "issue:69386|issue:69564", + "issue:69386|issue:69570", + "issue:69386|issue:69568", + "issue:69386|issue:69573", + "issue:69563|issue:69564", + "issue:69563|issue:69570", + "issue:69563|issue:69568", + "issue:69563|issue:69573", + "issue:69386|issue:69563", + "issue:69564|issue:69565", + "issue:69564|issue:69566", + "issue:69565|issue:69566", + "issue:69565|issue:69570", + "issue:69565|issue:69568", + "issue:69565|issue:69573", + "issue:69566|issue:69570", + "issue:69566|issue:69568", + "issue:69566|issue:69573", + "issue:69568|issue:69573", + "issue:70004|issue:70026" + ], + "prepared_review_unit_hash": "c1063bbf392232255d30819a51852e59515bfeed0b6072b7529ed44f2e2e3f03", + "component_budget": { + "node_count": 12, + "item_count": 12, + "soft_pair_count": 23, + "serialized_chars": 15607, + "estimated_input_tokens": 3902, + "estimated_eval_tokens": 8060 + }, + "budget": { + "node_count": 12, + "item_count": 12, + "soft_pair_count": 23, + "serialized_chars": 15607, + "estimated_input_tokens": 3902, + "estimated_eval_tokens": 8060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The items split into a dense duplicate cluster around the async approval/command-cascade bug, plus several separate session-lock or interrupt-handling issues that are only loosely related by subsystem and should not be merged.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 69570 is the best representative of the main duplicate cluster: it is open, has the clearest concrete symptom description, and matches the exact same underlying async approval-loop bug as 69563/69564/69565/69566.", + "canonical_pr_reason": null, + "best_issue_reason": "69570 is the strongest canonical issue because it is the most current/open report for the repeated approval-loop failure and describes the user-visible blockage more explicitly than the shorter duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:44687", + "right": "issue:70004", + "accept": false, + "reason": "Both involve session locks, but one is startup resume/GC starvation and the other is stale lock release after crash/SIGKILL; related area, not the same bug." + }, + { + "left": "issue:60635", + "right": "issue:69386", + "accept": false, + "reason": "Generic interrupt ignoring vs exec-denial retry/queue overflow are different concrete failure modes." + }, + { + "left": "issue:60635", + "right": "issue:70026", + "accept": false, + "reason": "User interrupt handling is not the same underlying problem as supervisor SIGKILL causing session-lock cascade." + }, + { + "left": "issue:69386", + "right": "issue:69564", + "accept": false, + "reason": "Exec-denial infinite retry/overflow and the async approval-loop bug are similar only at a high level, not the same code-path defect." + }, + { + "left": "issue:69386", + "right": "issue:69570", + "accept": false, + "reason": "Same as above: related approval-flow area, but distinct symptom and mechanism." + }, + { + "left": "issue:69386", + "right": "issue:69568", + "accept": false, + "reason": "Denied-stop misinterpretation is a different bug from the exec-denial retry loop." + }, + { + "left": "issue:69386", + "right": "issue:69573", + "accept": false, + "reason": "Different concrete behavior: retry-loop flood versus deny-handling drift." + }, + { + "left": "issue:69563", + "right": "issue:69564", + "accept": true, + "reason": "Same underlying async approval-loop bug; 69564 is just a more explicit description of the same issue." + }, + { + "left": "issue:69563", + "right": "issue:69570", + "accept": true, + "reason": "Same duplicate bug report with the same symptom cluster and expanded wording." + }, + { + "left": "issue:69563", + "right": "issue:69568", + "accept": false, + "reason": "Approval-loop cascade and deny-misinterpretation are distinct exec-approval failures." + }, + { + "left": "issue:69563", + "right": "issue:69573", + "accept": false, + "reason": "Different bug family: cascade/queue blocking versus deny being treated as alternative action." + }, + { + "left": "issue:69386", + "right": "issue:69563", + "accept": false, + "reason": "Overlapping approval/exec-denial context, but not the same underlying defect." + }, + { + "left": "issue:69564", + "right": "issue:69565", + "accept": true, + "reason": "Near-identical duplicate reports of the same approval-loop bug." + }, + { + "left": "issue:69564", + "right": "issue:69566", + "accept": true, + "reason": "Near-identical duplicate reports of the same approval-loop bug." + }, + { + "left": "issue:69565", + "right": "issue:69566", + "accept": true, + "reason": "Exact duplicate title and same described failure mode." + }, + { + "left": "issue:69565", + "right": "issue:69570", + "accept": true, + "reason": "Same underlying approval-loop issue; 69570 is the open variant with the same symptom." + }, + { + "left": "issue:69565", + "right": "issue:69568", + "accept": false, + "reason": "These describe different behaviors: delayed completion flood versus deny being misread as a new approach." + }, + { + "left": "issue:69565", + "right": "issue:69573", + "accept": false, + "reason": "Different concrete bug than the async approval-loop cascade." + }, + { + "left": "issue:69566", + "right": "issue:69570", + "accept": true, + "reason": "Same duplicate approval-loop bug, only title wording differs." + }, + { + "left": "issue:69566", + "right": "issue:69568", + "accept": false, + "reason": "Different issue: approval-loop cascade versus deny-handling drift." + }, + { + "left": "issue:69566", + "right": "issue:69573", + "accept": false, + "reason": "Different underlying behavior, not the same bug." + }, + { + "left": "issue:69568", + "right": "issue:69573", + "accept": true, + "reason": "Same deny-misinterpretation bug with identical title and symptom description." + }, + { + "left": "issue:70004", + "right": "issue:70026", + "accept": false, + "reason": "One is a stale lock left behind after crash/SIGKILL; the other is the supervisor choosing SIGKILL instead of SIGTERM, which may contribute but is not the same bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: it cleanly separates the high-similarity async approval-loop cluster (69563/69564/69565/69566/69570) from the distinct deny-misinterpretation reports (69568/69573) and the unrelated session-lock/interrupt issues. The soft-edge verdicts are appropriately conservative overall, 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": 156, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-45046-2", + "nodes": [ + "issue:45046", + "issue:45049" + ], + "soft_pairs": [ + "issue:45046|issue:45049" + ], + "prepared_review_unit_hash": "0eb6a223fb254084ab34de5b8136923864dc64530e98e7f86a8e529c4a769426", + "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": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-45179-2", + "nodes": [ + "issue:45179", + "issue:45261" + ], + "soft_pairs": [ + "issue:45179|issue:45261" + ], + "prepared_review_unit_hash": "5d54cf98530910adf5cb14752bbccd83a5f3c6aca9379d58cd82b56ec12ac912", + "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": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-45210-2", + "nodes": [ + "issue:45210", + "issue:45212" + ], + "soft_pairs": [ + "issue:45210|issue:45212" + ], + "prepared_review_unit_hash": "a6183f4533cfdfe3225c72cf069ad0d30aff63fd768dea0f1dc7d4acd34dde01", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 159, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-7200-3", + "nodes": [ + "issue:45561", + "issue:60093", + "issue:7200" + ], + "soft_pairs": [ + "issue:45561|issue:7200", + "issue:45561|issue:60093" + ], + "prepared_review_unit_hash": "8f652bcc97dc399d87bb36075fbdcd095ca79613fc55e86f19f7e54dce0b0ab5", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2517, + "estimated_input_tokens": 630, + "estimated_eval_tokens": 1516 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2517, + "estimated_input_tokens": 630, + "estimated_eval_tokens": 1516 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues are thematically related around real-time voice / Gemini Live audio, but they are not close enough to treat as duplicates. The broadest umbrella request is the older real-time voice conversation issue.", + "confidence": 0.67, + "canonical_issue_reason": "issue #7200 is the best canonical issue: it is the broadest request, has the most discussion activity and inbound references, and serves as the umbrella for real-time voice conversation support that the Gemini Live-specific issues narrow down.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #7200 is the strongest representative of the cluster because it captures the general feature goal rather than one Gemini-specific implementation variant.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:45561", + "right": "issue:7200", + "accept": false, + "reason": "Related topic, but not the same underlying change: #45561 asks for native Gemini Live API support for a specific preview model, while #7200 is a broader real-time voice conversation feature request." + }, + { + "left": "issue:45561", + "right": "issue:60093", + "accept": false, + "reason": "Both mention Gemini Live and audio, but the scopes differ: #45561 is about native API support, while #60093 is a voice-call plugin integration for end-to-end audio bypass. Similar theme, not the same concrete request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 160, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-45982-3", + "nodes": [ + "issue:45982", + "issue:63655", + "issue:72839" + ], + "soft_pairs": [ + "issue:45982|issue:63655", + "issue:45982|issue:72839", + "issue:63655|issue:72839" + ], + "prepared_review_unit_hash": "e3c6bf1af4dc11ade9fbad572865e580a2472937727fd8cfcfb9194059d41538", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2911, + "estimated_input_tokens": 728, + "estimated_eval_tokens": 1712 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2911, + "estimated_input_tokens": 728, + "estimated_eval_tokens": 1712 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-46046-3", + "nodes": [ + "issue:46046", + "issue:63106", + "issue:63107" + ], + "soft_pairs": [ + "issue:46046|issue:63106", + "issue:63106|issue:63107" + ], + "prepared_review_unit_hash": "c98a717fec23ae74f4db32d270d0cd820c99a0b378ef689477c5db358255cc2d", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2514, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2514, + "estimated_input_tokens": 629, + "estimated_eval_tokens": 1514 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-46588-2", + "nodes": [ + "issue:46588", + "issue:46601" + ], + "soft_pairs": [ + "issue:46588|issue:46601" + ], + "prepared_review_unit_hash": "c4ea46bad5ea4eb623c27bad64de86b59910a8980c30047265ef699d64a55893", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1638, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1638, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are closely related around Gemini CLI headless audio handling, but they are not clearly the same underlying bug: one reports an invalid shell-command fallback for Telegram @audio paths, while the other asks for proper multimodal audio attachment support in @file flows. I would keep them separate, with 46601 as the broader umbrella issue.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 46601 is the better canonical issue because it describes the underlying product gap at a higher level: headless @file flows should support real audio attachments. That makes it a cleaner umbrella for related reports than the narrower Telegram-specific fallback bug.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 46601 is the best representative of the cluster because it frames the general capability missing from Gemini CLI, whereas 46588 is a specific manifestation involving Telegram audio and an invalid run_shell_command fallback.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46588", + "right": "issue:46601", + "accept": false, + "reason": "Related, but not the same concrete problem. 46588 is about a Telegram audio path incorrectly falling back to shell execution; 46601 is about adding proper multimodal audio attachment support in headless @file flows. They overlap in domain, but the fixes and failure modes are not identical." + } + ] + }, + "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": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-9132-2", + "nodes": [ + "issue:46792", + "issue:9132" + ], + "soft_pairs": [ + "issue:46792|issue:9132" + ], + "prepared_review_unit_hash": "88be02b623913df5bbdec38cb47dc2714bcbfefce9507a1b4af6d54001a43f3f", + "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 closely related session-status UI enhancement requests, but they target different screens and status sets, so I would not treat them as the same duplicate bug/change.", + "confidence": 0.81, + "canonical_issue_reason": "Issue #9132 is the stronger representative: it is open, more explicit about the requested UI indicator, and names the session states directly.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #9132 is the best issue to anchor the cluster because it describes the feature more concretely and is more actionable than the broader dashboard wording in #46792.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46792", + "right": "issue:9132", + "accept": false, + "reason": "Both ask for session state visibility, but one is about the Dashboard distinguishing active vs completed/archived sessions while the other is for Control UI and includes timed out sessions; that is similar scope, 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": 164, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-46807-3", + "nodes": [ + "issue:46807", + "issue:46808", + "issue:46811" + ], + "soft_pairs": [ + "issue:46807|issue:46808", + "issue:46807|issue:46811" + ], + "prepared_review_unit_hash": "60d6b464f7848489539b9e5de41645491dd73288738da1a3689c84479709c3fc", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2414, + "estimated_input_tokens": 604, + "estimated_eval_tokens": 1464 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2414, + "estimated_input_tokens": 604, + "estimated_eval_tokens": 1464 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three distinct Control UI feature requests: a live mission board, a real-time cost tracker, and a cron job visual manager. They share the same product area but not the same underlying change or bug.", + "confidence": 0.95, + "canonical_issue_reason": "issue:46807 is the broadest and most central Control UI request, while the others are separate feature ideas.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:46807 is the best representative issue for this cluster because it is the clearest anchor for the Control UI feature set and has the most inbound references.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:46807", + "right": "issue:46808", + "accept": false, + "reason": "Different requested functionality: mission board vs. real-time cost tracking. Same subsystem, but not the same underlying issue." + }, + { + "left": "issue:46807", + "right": "issue:46811", + "accept": false, + "reason": "Different features with different UI goals: live sub-agent board vs. cron job manager. Not a duplicate or 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": 165, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47053-2", + "nodes": [ + "issue:47053", + "issue:47145" + ], + "soft_pairs": [ + "issue:47053|issue:47145" + ], + "prepared_review_unit_hash": "e01fa4b88b503ee52997952d74ee7ce24996175b5f28af823304310e19507a92", + "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 and likely describe the same `tts.test.ts` mock regression, but the packet only provides soft similarity and no deterministic linkage. `#47145` remains the best preserved issue because it includes the fuller failure context and regression reference.", + "confidence": 0.84, + "canonical_issue_reason": "`#47145` is the more complete report: it identifies the failing suite, the missing `resolveModelAsync` mock, and the regression reference to `#45824`, giving it the strongest value as the canonical issue record.", + "canonical_pr_reason": null, + "best_issue_reason": "`#47145` is the best single issue for triage because it contains the most actionable detail and broader failure context, while `#47053` is a shorter duplicate-like report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47053", + "right": "issue:47145", + "accept": false, + "reason": "The evidence only shows `soft_similarity`; there are no shared files, explicit targets, or deterministic match details. This supports a likely related/duplicate candidate, but not a confirmed same-underlying-bug merge." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is broadly grounded, but the soft-edge verdict is too strong for the evidence in the packet. The pair only has `soft_similarity` and no shared files/targets or deterministic match, so saying both issues are the *same underlying bug* goes beyond what is shown. A more conservative verdict would frame them as likely related/duplicate candidates rather than a confirmed same-bug match." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 166, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47339-2", + "nodes": [ + "issue:47339", + "issue:52242" + ], + "soft_pairs": [ + "issue:47339|issue:52242" + ], + "prepared_review_unit_hash": "0f16e92d303b3e6955ea2bde1fc238cdd41952bf9119471375b76d156066bf60", + "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 appear to overlap heavily and likely describe the same general feature request: letting sub-agents surface intermediate progress back to the parent/runtime. The evidence is limited to titles plus a soft-similarity signal, so this should be treated as an overlap rather than a definitive duplicate match.", + "confidence": 0.63, + "canonical_issue_reason": "#52242 is the better canonical representative because it states the request in a broader, implementation-neutral way: progress callback support for the subagent runtime. #47339 looks like a narrower phrasing centered on one transport path (`sessions_send`).", + "canonical_pr_reason": null, + "best_issue_reason": "#52242 is the clearest issue to keep as the cluster representative because it captures the feature request more generally and is easier to map to potential implementations than the transport-specific wording in #47339.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47339", + "right": "issue:52242", + "accept": false, + "reason": "The titles strongly suggest related feature requests, but the packet only provides soft-similarity evidence and no shared targets, filenames, or explicit linkage. This supports likely overlap, not a confident duplicate/same-capability decision." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the evidence available. The packet only gives titles and a soft-similarity signal, so it supports that the two issues are closely related and possibly the same feature area, but not that they definitively request the same capability. Please soften phrasing to 'appears to overlap' or 'likely the same general feature request' rather than asserting sameness." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 167, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47443-3", + "nodes": [ + "issue:47443", + "issue:47673", + "issue:47677" + ], + "soft_pairs": [ + "issue:47443|issue:47673", + "issue:47673|issue:47677" + ], + "prepared_review_unit_hash": "8819dece6740787bf33463da6c609b9c865856062afd6a73ed71b126ea07c82e", + "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 related ACP/Telegram feature requests, but they describe different capabilities: completion relay/proactive notification on DM/non-thread surfaces, Telegram topic/thread session support, and Telegram reaction-trigger wakeups. None look like duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 47443 is the broadest, most central request around ACP behavior on non-thread/DM surfaces and first-class completion notification, making it the best umbrella representative.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 47443 is the strongest cluster representative because it captures the core platform-level gap, while the others are narrower Telegram-specific extensions rather than the same request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47443", + "right": "issue:47673", + "accept": false, + "reason": "Both concern ACP/Telegram surfaces, but one is about completion relay/proactive notification on DM/non-thread surfaces and the other is specifically about topic/thread session support. Different underlying feature requests." + }, + { + "left": "issue:47673", + "right": "issue:47677", + "accept": false, + "reason": "Both are Telegram-related, but thread-session support and reaction-trigger wakeups are distinct capabilities and would not plausibly be merged 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": 168, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47529-2", + "nodes": [ + "issue:47529", + "issue:66015" + ], + "soft_pairs": [ + "issue:47529|issue:66015" + ], + "prepared_review_unit_hash": "8b551f6d547311ad9dc384f15158e46d988857963416eee79203f4914a2a824f", + "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": "The two issues describe the same logging bug: child/getChildLogger loggers bypass the configured `logging.level=info`, causing debug output to leak into file logs.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #66015 is the clearer canonical: its title names the `getChildLogger` path and directly states the logging.level bypass/debug leak, making the bug easier to identify and search.", + "canonical_pr_reason": null, + "best_issue_reason": "#66015 is the best representative because it is more explicit about the affected API (`getChildLogger`) and the observed failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47529", + "right": "issue:66015", + "accept": true, + "reason": "Both issues report the same underlying defect: child loggers ignoring the configured logging level and leaking debug logs into file output." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both titles describe the same logging-level bypass in child/getChildLogger loggers, with debug output leaking into file logs. The chosen representative/canonical issue is also justified by the more explicit API naming in #66015. The soft-edge accept is conservative enough for the evidence provided." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 169, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47685-2", + "nodes": [ + "issue:47685", + "issue:47747" + ], + "soft_pairs": [ + "issue:47685|issue:47747" + ], + "prepared_review_unit_hash": "a479524d1c9ae9927659a72812694546094c08b5b4f087af58d94626a479b05d", + "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 highly likely duplicates: they have identical titles and very strong soft similarity, though the body text is not available here so I wouldn\u2019t claim the descriptions are proven identical.", + "confidence": 0.95, + "canonical_issue_reason": "#47685 is a good canonical issue because it was created slightly earlier and has the same title and very high similarity to #47747.", + "canonical_pr_reason": null, + "best_issue_reason": "#47685 is the best issue candidate for the same reason: it is earlier and appears to represent the same bug report as #47747.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47685", + "right": "issue:47747", + "accept": true, + "reason": "Accept: the issues have identical titles and a near-duplicate similarity score, which is strong evidence they describe the same underlying bug, even though the body text is not included." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only confirms that the two issues have identical titles and very high soft-similarity; it does not provide the body text, so claims like \u201csame bug description,\u201d \u201csame wording,\u201d or \u201cexact duplicates\u201d are a bit stronger than the evidence supports. A more conservative summary would say they are highly likely duplicates based on identical titles and strong similarity, without asserting the descriptions are the same." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 170, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47868-2", + "nodes": [ + "issue:47868", + "issue:48631" + ], + "soft_pairs": [ + "issue:47868|issue:48631" + ], + "prepared_review_unit_hash": "4e363c4af99eca087e346b9f30070b31aae141afe9fb14f28ff92394f55be755", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1637, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1637, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two closed Control UI bug reports about project status handling, but they describe different failure modes: one is a label/display mismatch, the other is a silent save/update failure. They are related but not the same underlying bug.", + "confidence": 0.87, + "canonical_issue_reason": "Issue #48631 is the more concrete and actionable bug report because it describes the actual failure path: updating issue status silently fails and leaves the project status unchanged.", + "canonical_pr_reason": null, + "best_issue_reason": "#48631 is the best issue to keep as the representative report since it captures the functional breakage rather than only the UI label mismatch.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47868", + "right": "issue:48631", + "accept": false, + "reason": "The reports are about adjacent Control UI status behavior, but one concerns the pencil icon showing Open/Closed labels while the other concerns save operations failing to update project status. Different symptoms and likely different fixes, 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": "issue", + "component_index": 171, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47899-3", + "nodes": [ + "issue:47899", + "issue:49270", + "issue:59514" + ], + "soft_pairs": [ + "issue:47899|issue:49270", + "issue:49270|issue:59514" + ], + "prepared_review_unit_hash": "7373217d6a9b27da6153aa064b14951016e2ca8249d2914acdc41c0899ff4cc1", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2511, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2511, + "estimated_input_tokens": 628, + "estimated_eval_tokens": 1512 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Issue 49270 is the broadest representative of the Bedrock endpoint/baseUrl problem; 47899 is a narrower duplicate, while 59514 is a separate auth feature request.", + "confidence": 0.95, + "canonical_issue_reason": "49270 explicitly includes the baseUrl-as-SDK-endpoint fix and adds the broader per-provider region/multi-region context, making it the best canonical issue for the shared Bedrock endpoint bug.", + "canonical_pr_reason": null, + "best_issue_reason": "49270 best captures the underlying Bedrock client endpoint issue while also representing the expanded multi-region feature scope; 47899 is a subset and 59514 is unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47899", + "right": "issue:49270", + "accept": true, + "reason": "Both describe the same Bedrock baseUrl/endpoint bug; 49270 simply bundles that fix with additional region-config work." + }, + { + "left": "issue:49270", + "right": "issue:59514", + "accept": false, + "reason": "49270 is about Bedrock endpoint/region configuration, while 59514 is about Bearer token auth for Bedrock gateway proxies; these are different underlying changes." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 47899 and 49270 clearly overlap on the Bedrock baseUrl/endpoint fix, with 49270 adding broader per-provider region/multi-region scope, and 59514 is about a different auth feature. The soft-edge accept/reject calls are conservative enough based on the titles and available evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 172, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47909-2", + "nodes": [ + "issue:47909", + "issue:67396" + ], + "soft_pairs": [ + "issue:47909|issue:67396" + ], + "prepared_review_unit_hash": "82d674303624fdc15a98de85bc27e1137586d3f77543fa91eb4d385bd2542c3b", + "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": "The two issues are related at a high level (silent handling of oversized outbound messages), but 67396 is specifically about Telegram\u2019s 4096-character gateway limit while 47909 only mentions generic channel limits. That makes them a plausible soft match, not strong evidence of the same concrete bug.", + "confidence": 0.64, + "canonical_issue_reason": "Issue 47909 is the broader, earlier report and works better as the cluster anchor for generic channel-limit handling.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67396 is the most specific report because it names Telegram and the 4096-character silent-drop condition directly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47909", + "right": "issue:67396", + "accept": false, + "reason": "Related symptom, but the evidence is too loose to say these are the same bug: 67396 explicitly targets Telegram\u2019s 4096-character limit, while 47909 only describes generic channel-limit auto-splitting behavior and silent failure." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The match is plausible, but the analyst overstates the evidence. In the packet, 67396 explicitly mentions Telegram and the 4096-character limit, while 47909 only says \"channel limits\" and silent failure; it does not mention Telegram or the same specific threshold. That supports a loose similarity, not a confident claim that both issues are the same Telegram gateway bug. 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": 173, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-47998-2", + "nodes": [ + "issue:47998", + "issue:48176" + ], + "soft_pairs": [ + "issue:47998|issue:48176" + ], + "prepared_review_unit_hash": "b114326ca6c5738432db462a1f250e701fe5016e89b26e3128f58f08342ea687", + "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 items concern Control UI breakage in v2026.3.14, but they describe different failure modes and likely different root causes: one is a specific fs.constants.W_OK crash, the other is a black screen caused by Node.js modules being stubbed in the browser bundle.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 47998 is the more concrete bug report: it names the exact crashing symbol and runtime condition, making it the better representative of a specific code-path failure.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 47998 is the best issue representative because it is narrowly scoped and actionable; 48176 is broader and symptom-level.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:47998", + "right": "issue:48176", + "accept": false, + "reason": "Same area and release, but not the same underlying bug: one is an fs.constants.W_OK undefined crash, the other is a black screen from browser-bundled Node.js stubs." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 174, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48037-4", + "nodes": [ + "issue:48037", + "issue:65864", + "issue:65866", + "issue:65868" + ], + "soft_pairs": [ + "issue:65864|issue:65866", + "issue:65864|issue:65868", + "issue:48037|issue:65866" + ], + "prepared_review_unit_hash": "103e23150cd7f6d414b9f14a27e19fbd50b9c1e9c78d3e4edcff3aa5af047698", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3463, + "estimated_input_tokens": 866, + "estimated_eval_tokens": 1988 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3463, + "estimated_input_tokens": 866, + "estimated_eval_tokens": 1988 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All four items are distinct feature/documentation/error-message requests in unrelated areas (Chrome DevTools MCP, Zalo docs, MiniMax TTS docs, QQBot errors). This is not a duplicate cluster, so no canonical item emerges.", + "confidence": 0.98, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65864", + "right": "issue:65866", + "accept": false, + "reason": "Different doc requests for different integrations and env vars; no shared bug or change." + }, + { + "left": "issue:65864", + "right": "issue:65868", + "accept": false, + "reason": "Zalo documentation update vs. QQBot error-message improvement; unrelated targets and fixes." + }, + { + "left": "issue:48037", + "right": "issue:65866", + "accept": false, + "reason": "Chrome DevTools MCP custom args feature is unrelated to MiniMax TTS environment variable documentation." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 175, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48340-2", + "nodes": [ + "issue:48340", + "issue:48341" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "b6a32677535fd0d712743232103641983e5636b8da536482804d6d67126d5f8a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1237, + "estimated_input_tokens": 310, + "estimated_eval_tokens": 876 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1237, + "estimated_input_tokens": 310, + "estimated_eval_tokens": 876 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two closed issues have identical titles and similar metadata, and the cluster evidence explicitly marks them as a duplicate reference. They are the same feature request.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #48340 is a clean canonical choice because it is one of the identical duplicates and has the same title, state, and reference profile as #48341.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #48340 is suitable as the global best issue because it represents the same request as #48341 and there is no additional distinguishing context to prefer the other.", + "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": 176, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48366-2", + "nodes": [ + "issue:48366", + "issue:48370" + ], + "soft_pairs": [ + "issue:48366|issue:48370" + ], + "prepared_review_unit_hash": "71f4dba4f5c42d0a24ef0adb63140d5267eff97c95c3860fd524d27d53f94dc7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1520, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1520, + "estimated_input_tokens": 380, + "estimated_eval_tokens": 1016 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are duplicate closed issues with the exact same feature request title, so they appear to describe the same underlying request for adding Qwen3-TTS as a local TTS provider.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #48366 is the older of two identical feature requests and is the better canonical issue to keep.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #48366 is the clearest representative because it is older and indistinguishable in content from #48370.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48366", + "right": "issue:48370", + "accept": true, + "reason": "Same title and same apparent request; these are duplicate issues for the same feature." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues are closed, share the exact same title, have identical body lengths, and the pair is marked as highly similar. The canonical-choice rationale is also conservative because #48366 is the earlier issue. 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": 177, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48518-2", + "nodes": [ + "issue:48518", + "issue:70334" + ], + "soft_pairs": [ + "issue:48518|issue:70334" + ], + "prepared_review_unit_hash": "ccffe1689870739a0e6bed28d5f35f24137b6213fa820feb2449fd712fc4a3b2", + "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": "The two issues are related around compaction and a stuck state, but the evidence is not strong enough to call them duplicates. Issue #70334 is the more specific report, while #48518 is a broader deadlock/zombie symptom description.", + "confidence": 0.67, + "canonical_issue_reason": "Issue #70334 is the clearest representative because it describes the failure mode more concretely: the session lock remains stuck in 'processing' after compaction succeeds.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #70334 is the best issue to anchor the cluster because it is the more precise, symptom-level report and is easier to map to a specific bug than the broader deadlock description in #48518.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48518", + "right": "issue:70334", + "accept": false, + "reason": "These look related, but the overlap is only soft similarity: low Jaccard, no shared filenames or explicit targets, and no explicit linkage. That is not enough to confirm they are the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is directionally reasonable, but the conclusion is too strong for the evidence provided. Both issues involve compaction and a stuck/deadlocked state, yet the packet only shows soft similarity (low Jaccard, no shared targets/filenames, no explicit linkage). The summary and soft-edge accept overstate the case by calling them duplicates / the same underlying bug. A more conservative verdict would be: likely related, but not enough evidence to confirm duplication." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 178, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-48822-4", + "nodes": [ + "issue:48822", + "issue:67052", + "issue:67053", + "issue:72447" + ], + "soft_pairs": [ + "issue:48822|issue:67052", + "issue:67052|issue:67053", + "issue:48822|issue:72447" + ], + "prepared_review_unit_hash": "bb982f3a91d868dd083cd690a8fad08a452d44fc7a5c2000b3b85338d7f19bbe", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3410, + "estimated_input_tokens": 853, + "estimated_eval_tokens": 1962 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3410, + "estimated_input_tokens": 853, + "estimated_eval_tokens": 1962 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues are clear duplicates about the TUI streaming/typing indicator, with 67052 and 67053 matching exactly. The other two are related UX requests about showing busy/working status, but they describe broader or different behavior rather than the same concrete bug.", + "confidence": 0.93, + "canonical_issue_reason": "issue:67052 is the earliest of the exact-title duplicate pair and appears to be the cleanest representative of the streaming-indicator bug cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67052 is the strongest global issue candidate because it is the earliest exact-match report of the concrete indicator-stays-active bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:48822", + "right": "issue:67052", + "accept": false, + "reason": "Related UI feedback, but 48822 asks for a busy status during tool execution while 67052 reports a streaming indicator that lingers after content ends; not the same bug." + }, + { + "left": "issue:67052", + "right": "issue:67053", + "accept": true, + "reason": "Same exact title and same described symptom: the TUI streaming indicator remains active after the response finishes." + }, + { + "left": "issue:48822", + "right": "issue:72447", + "accept": false, + "reason": "Both concern agent activity indicators, but 48822 is a feature request about tool-call busy status and 72447 asks for a typing indicator during processing; too broad and not clearly the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and the soft-edge verdicts are conservative. The duplicate call between issue:67052 and issue:67053 is supported by the exact same title, and the rejections for issue:48822 with the other issues stay within the evidence provided without overstating sameness." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 179, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-9865-5", + "nodes": [ + "issue:49326", + "issue:56126", + "issue:64728", + "issue:70606", + "issue:9865" + ], + "soft_pairs": [ + "issue:49326|issue:56126", + "issue:49326|issue:64728", + "issue:56126|issue:64728", + "issue:56126|issue:70606" + ], + "prepared_review_unit_hash": "c4d964270c59663516822db95a9939c1fb52fbd5613b83412c76a69a9904150e", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "serialized_chars": 4434, + "estimated_input_tokens": 1109, + "estimated_eval_tokens": 2474 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 4, + "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": "All five issues request the same feature class: Batch API support for low-urgency/background/cron/agent tasks. The open, broadest-framed request is the best canonical issue.", + "confidence": 0.88, + "canonical_issue_reason": "issue:9865 is the best canonical issue because it is open, uses the broadest wording (\u201cbackground tasks\u201d), and is explicitly referenced as a duplicate by later issues.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:9865 is the strongest global issue choice: it is the most general formulation of the shared feature request and remains open for consolidation.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49326", + "right": "issue:56126", + "accept": true, + "reason": "Both ask for Batch API handling of non-urgent async/cron work; same underlying feature request." + }, + { + "left": "issue:49326", + "right": "issue:64728", + "accept": true, + "reason": "Both describe Batch API support for background-style agent execution; only the wording differs." + }, + { + "left": "issue:56126", + "right": "issue:64728", + "accept": true, + "reason": "Both request Batch API support for low-urgency execution of cron/agent jobs, i.e. the same feature." + }, + { + "left": "issue:56126", + "right": "issue:70606", + "accept": true, + "reason": "Both are Batch API requests for non-urgent cron-style jobs; same underlying change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: the titles all point to Batch API support for low-urgency/background/cron/agent work, and issue:9865 is the only open, broadly worded node with duplicate-reference evidence from later issues. The soft-edge accepts are conservative enough given the strong title overlap and the pairwise similarity signals." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 180, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49339-3", + "nodes": [ + "issue:49339", + "issue:49370", + "issue:62185" + ], + "soft_pairs": [ + "issue:49339|issue:49370", + "issue:49370|issue:62185" + ], + "prepared_review_unit_hash": "65b92706b9846ac65960ce99e5e9e5f923eb688fe77488ae1c73d78d6de3a3cc", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2485, + "estimated_input_tokens": 622, + "estimated_eval_tokens": 1500 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2485, + "estimated_input_tokens": 622, + "estimated_eval_tokens": 1500 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "49339 and 49370 look like a clear duplicate pair; 62185 is only a loose lexical match and is not strong enough to treat as the same issue from the provided evidence.", + "confidence": 0.79, + "canonical_issue_reason": "49370 is the best canonical thread for the clear duplicate pair because it has the exact same title as 49339 and more discussion/inbound activity. The evidence for including 62185 as a duplicate is weaker.", + "canonical_pr_reason": null, + "best_issue_reason": "49370 is the strongest representative issue in the cluster: it matches 49339 exactly in title and has the most activity, making it the best consolidation point for the clearly duplicated reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49339", + "right": "issue:49370", + "accept": true, + "reason": "Identical title and same requested pre-run hook/gate behavior for heartbeat and cron triggers." + }, + { + "left": "issue:49370", + "right": "issue:62185", + "accept": false, + "reason": "Only similar wording is available here; the packet provides no explicit link, shared target, or stronger evidence that this is the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is a bit too strong for the evidence in the packet. 49339 and 49370 look like a clear duplicate pair because the titles are identical, but 62185 only has a similar wording and the packet provides only soft_similarity with no explicit link or stronger shared evidence. The analyst\u2019s claim that all three are duplicates, and the accepted soft edge for 49370|62185, are not conservative enough for this evidence level." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 181, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49509-2", + "nodes": [ + "issue:49509", + "issue:52683" + ], + "soft_pairs": [ + "issue:49509|issue:52683" + ], + "prepared_review_unit_hash": "2a0d7c6ddb088cdc907dbe926290e429d52f2fe72277ef24e67924843c5e502c", + "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 are two separate feature requests in different product areas: one for /callon team sessions with delegated routing, and one for visual multi-agent project rooms with shared context. They do not look like duplicates or the same underlying change.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 52683 is the broader, more self-contained feature request and is the better representative if a single issue must be chosen, but it is not a duplicate of 49509.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a strong canonical duplicate candidate because the requests target different workflows and concepts; 52683 is only the more general representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49509", + "right": "issue:52683", + "accept": false, + "reason": "The titles and described features are materially different: delegated /callon team sessions versus visual multi-agent project rooms with shared context. Shared keyword similarity is too weak to treat them as 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": 182, + "component_count": 378, + "review_unit_index": 1, + "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": "a841950d1fefa78ac0b4cf56da0672c3649cd9cfc3fcf0e20495f88ce3b8c234", + "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 are related RFCs about agent trust in OpenClaw, but they describe different layers of the problem: one is identity/trust verification, the other is behavioral reputation beyond identity. They are not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": "Issue #49971 is the more foundational RFC, focused on native agent identity and trust verification, which the other RFC explicitly builds on rather than restating.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #49971 is the best issue candidate because it defines the base trust-verification problem; the second issue is a narrower extension concept, not the same change request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49971", + "right": "issue:55342", + "accept": false, + "reason": "The titles and descriptions point to different concepts: identity/trust verification versus behavioral reputation as an additional layer. They are adjacent RFCs, not the same underlying request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 183, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-49973-2", + "nodes": [ + "issue:49973", + "issue:61055" + ], + "soft_pairs": [ + "issue:49973|issue:61055" + ], + "prepared_review_unit_hash": "eac3fe069259682b0dc6ab91c84ded26bb07265bd712aa89f8d1567092ea5f0f", + "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": "Both issues involve null bytes causing `child_process.spawn` failures, but they appear to come from different features and inputs (Telegram media attachments vs CLI system prompt), so they should not be merged as duplicates.", + "confidence": 0.78, + "canonical_issue_reason": "No single canonical issue: each report describes a separate surface of the same generic spawn/NUL-byte failure, with different triggering inputs and affected paths.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61055 is the more concrete report, with a clear code path (`child_process.spawn`) and a specific trigger (system prompt NUL bytes).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:49973", + "right": "issue:61055", + "accept": false, + "reason": "Reject: they share the same broad spawn/NUL-byte theme, but the trigger and product area differ (Telegram media attachment vs CLI backend system prompt), 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": 184, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50082-2", + "nodes": [ + "issue:50082", + "issue:50083" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "a1c83c44fda6b669d9dba6e2d5c4f0c3141df417a2fa9cc35f759ee657ee975d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1303, + "estimated_input_tokens": 326, + "estimated_eval_tokens": 908 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1303, + "estimated_input_tokens": 326, + "estimated_eval_tokens": 908 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster contains two near-identical closed issues reporting the same cost-display bug; issue #50083 is the better canonical representative because it has more inbound references and slightly more discussion activity.", + "confidence": 0.99, + "canonical_issue_reason": "#50083 is the strongest canonical issue: same title/body as #50082, but it has more inbound references and discussion activity, suggesting it is the primary thread.", + "canonical_pr_reason": null, + "best_issue_reason": "#50083 best captures the underlying bug report for this cluster and is the most useful issue to retain as the canonical duplicate target.", + "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": 185, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50285-2", + "nodes": [ + "issue:50285", + "issue:50286" + ], + "soft_pairs": [ + "issue:50285|issue:50286" + ], + "prepared_review_unit_hash": "a5214f1e4dc6ca63e110cbe7ebb892e4938e880cbf51071cce0397f6b4b89fc7", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1534, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1534, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related but not duplicates: both mention fallback optimization, but issue 50285 also includes a separate model-input validation guardrails piece, while 50286 is only the cost-first fallback optimization slice.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 50285 is the broader, more representative issue because it covers the shared fallback-optimization theme plus the additional validation-guardrails scope.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 50285 is the best single issue for the cluster because it captures the full combined work item rather than just the narrower fallback-optimization subset.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50285", + "right": "issue:50286", + "accept": false, + "reason": "They overlap on fallback optimization, but 50285 also adds model-input validation guardrails, so 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": 186, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50295-3", + "nodes": [ + "issue:50295", + "issue:55802", + "issue:61188" + ], + "soft_pairs": [ + "issue:50295|issue:61188", + "issue:50295|issue:55802", + "issue:55802|issue:61188" + ], + "prepared_review_unit_hash": "08a1d946a029aa65822d2f391c493c2f26341a085c92416817935eb54734ebb6", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2918, + "estimated_input_tokens": 730, + "estimated_eval_tokens": 1716 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2918, + "estimated_input_tokens": 730, + "estimated_eval_tokens": 1716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are closely related feature requests around exec obfuscation configurability. Issue 61188 is the best umbrella issue, but 50295 and 55802 are not clearly duplicates of each other; they overlap in area without proving the same concrete change.", + "confidence": 0.78, + "canonical_issue_reason": "61188 is the broadest formulation and best umbrella: it explicitly spans both disabling obfuscation detection and adjusting the command-length threshold, so it can subsume the narrower requests without overstating exact duplication.", + "canonical_pr_reason": null, + "best_issue_reason": "61188 is the clearest representative because it captures the shared configurability theme most fully while staying close to the specific threshold/disable requests discussed in the other issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50295", + "right": "issue:61188", + "accept": true, + "reason": "61188 explicitly covers disabling obfuscation detection and changing the length threshold, so it overlaps strongly with 50295's disable-detection request and can plausibly represent the same feature area." + }, + { + "left": "issue:50295", + "right": "issue:55802", + "accept": false, + "reason": "These are related but distinct asks: 50295 wants detection disabled, while 55802 wants the command-length threshold configurable. The packet shows shared theme, not the same concrete bugfix/change." + }, + { + "left": "issue:55802", + "right": "issue:61188", + "accept": true, + "reason": "Both center on making the command-length threshold configurable for exec obfuscation detection, so they describe substantially the same change request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The clustering is a bit too strong for the evidence in the packet. 61188 does look like the broadest issue and can plausibly subsume the other two, but the 50295\u219455802 edge overstates what is shown: one asks to disable obfuscation detection, the other to make the command-length threshold configurable. Those are related requests in the same area, but the packet only provides soft similarity, not clear proof they are the same bugfix or duplicate. I\u2019d accept a more conservative summary like \u2018closely related feature requests around exec obfuscation configurability\u2019 rather than \u2018duplicate variants of the same underlying request.\u2019" + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 187, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50364-4", + "nodes": [ + "issue:50364", + "issue:50753", + "issue:52691", + "issue:52699" + ], + "soft_pairs": [ + "issue:50364|issue:52691", + "issue:50364|issue:50753", + "issue:50364|issue:52699", + "issue:50753|issue:52691", + "issue:52691|issue:52699" + ], + "prepared_review_unit_hash": "9e4ee7965ee04c5559cd508368eba05d69bcd75cd0ea1f6fe67b3b42e714381e", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 4020, + "estimated_input_tokens": 1005, + "estimated_eval_tokens": 2266 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 5, + "serialized_chars": 4020, + "estimated_input_tokens": 1005, + "estimated_eval_tokens": 2266 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is centered on the AlertPipe/HealthPipe ecosystem-tools request. Issues 50364 and 52691 look like near-identical discussion posts, and 50753 is the concrete action item to create the tools. Issue 52699 is more broadly framed as Workspace Reliability Tools, so it looks related but not clearly the same underlying request.", + "confidence": 0.82, + "canonical_issue_reason": "Issue 50753 is the best canonical issue because it states the concrete work directly: creating the AlertPipe and HealthPipe ecosystem tools. The others are discussion-style or broader retellings.", + "canonical_pr_reason": null, + "best_issue_reason": "50753 is the strongest representative because it is the most specific and actionable item in the set, while 52699 is broader and the other two are duplicate discussion entries.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50364", + "right": "issue:52691", + "accept": true, + "reason": "Same title and very similar discussion framing strongly suggest the same thread/topic." + }, + { + "left": "issue:50364", + "right": "issue:50753", + "accept": true, + "reason": "Both concern the AlertPipe and HealthPipe ecosystem tools; one is the discussion post and the other is the concrete creation request for the same work." + }, + { + "left": "issue:50364", + "right": "issue:52699", + "accept": false, + "reason": "52699 is broader and reframed as Workspace Reliability Tools, so it may be related but is not clearly the same underlying request." + }, + { + "left": "issue:50753", + "right": "issue:52691", + "accept": true, + "reason": "The titles and subject matter align closely enough to treat this as the same AlertPipe/HealthPipe ecosystem-tools topic." + }, + { + "left": "issue:52691", + "right": "issue:52699", + "accept": false, + "reason": "The shared ecosystem naming is suggestive, but 52699 appears to be a broader related discussion rather than a duplicate of the same request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The representative choice of issue:50753 is well grounded, and the identical-title pairs are reasonably conservative. However, the summary overstates the evidence by saying all four items are tightly related to the same AlertPipe/HealthPipe ecosystem-tools work. The packet only gives soft similarity, and issue:52699 is titled more broadly as \u201cWorkspace Reliability Tools,\u201d so it should be described as likely related rather than definitively the same underlying request. A more conservative cluster description is needed." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 188, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50475-2", + "nodes": [ + "issue:50475", + "issue:50476" + ], + "soft_pairs": [ + "issue:50475|issue:50476" + ], + "prepared_review_unit_hash": "ff1854f85ef15129d79f3af72726a50f0a974b791592079d22a74c6ded666d91", + "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": "The two issues look very likely duplicate reports of the same catalog metadata problem, but the evidence is limited to identical titles and soft similarity. I\u2019d keep 50475 as the representative issue mainly because it has the larger body, while noting the packet doesn\u2019t prove there\u2019s no distinction between the reports.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 50475 is the better canonical representative on available evidence: it has the same title as 50476 and a longer body, but the packet does not let us verify any deeper substantive difference or confirm a fuller explanation of the same error.", + "canonical_pr_reason": null, + "best_issue_reason": "50475 is the best issue to keep as the cluster representative because it matches 50476\u2019s title exactly and appears to carry more discussion context, though the available evidence is still only soft-similarity level.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:50475", + "right": "issue:50476", + "accept": true, + "reason": "Same exact title and same model/catalog target strongly suggest a duplicate report, but this is based on limited soft evidence rather than a provable identical root cause." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate judgment is directionally plausible, but the rationale overstates what the packet supports. We can verify the same title and only soft-similarity evidence, but not that 50475 has a fuller or more detailed description about the same exact error, nor that there is definitively no underlying distinction between the two reports. The soft-edge accept is a bit too confident given the limited evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 189, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-50614-28", + "nodes": [ + "issue:50614", + "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", + "issue:70755", + "issue:71823", + "issue:71895", + "issue:71990", + "issue:72006", + "issue:72360", + "issue:72418" + ], + "soft_pairs": [ + "issue:50614|issue:53417", + "issue:50614|issue:65624", + "issue:50614|issue:53433", + "issue:50614|issue:64159", + "issue:50614|issue:65623", + "issue:50628|issue:50644", + "issue:50628|issue:65626", + "issue:50628|issue:64163", + "issue:50628|issue:70755", + "issue:50628|issue:64162", + "issue:50644|issue:70755", + "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:72360", + "issue:53412|issue:70755", + "issue:53417|issue:72418", + "issue:53417|issue:64159", + "issue:53417|issue:65624", + "issue:53433|issue:64159", + "issue:53433|issue:65624", + "issue:53433|issue:65626", + "issue:64158|issue:65542", + "issue:64158|issue:71895", + "issue:64158|issue:72006", + "issue:64158|issue:68703", + "issue:64158|issue:64163", + "issue:64159|issue:65624", + "issue:64162|issue:71823", + "issue:64162|issue:68403", + "issue:64162|issue:70755", + "issue:64162|issue:72418", + "issue:64163|issue:65626", + "issue:64163|issue:65624", + "issue:64163|issue:65623", + "issue:64520|issue:68403", + "issue:64520|issue:65625", + "issue:64545|issue:65624", + "issue:64520|issue:64545", + "issue:64545|issue:65625", + "issue:64545|issue:71990", + "issue:65168|issue:72006", + "issue:65168|issue:72418", + "issue:64158|issue:65168", + "issue:65542|issue:72006", + "issue:65542|issue:71895", + "issue:65542|issue:72418", + "issue:65542|issue:68703", + "issue:65623|issue:65624", + "issue:65625|issue:71823", + "issue:53417|issue:65626", + "issue:68403|issue:70755", + "issue:68403|issue:72360", + "issue:68703|issue:71895", + "issue:71823|issue:72418", + "issue:71895|issue:72418", + "issue:71895|issue:72006", + "issue:71990|issue:72006", + "issue:72006|issue:72418", + "issue:50614|issue:72360", + "issue:50628|issue:72360", + "issue:50644|issue:72360", + "issue:53433|issue:72418" + ], + "prepared_review_unit_hash": "fa0d848aad7331e2307bd08f2ba713cdd843c44152ec96427d4767941059b8f8", + "component_budget": { + "node_count": 28, + "item_count": 28, + "soft_pair_count": 66, + "serialized_chars": 39752, + "estimated_input_tokens": 9938, + "estimated_eval_tokens": 20132 + }, + "budget": { + "node_count": 28, + "item_count": 28, + "soft_pair_count": 66, + "serialized_chars": 39752, + "estimated_input_tokens": 9938, + "estimated_eval_tokens": 20132 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 190, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51037-3", + "nodes": [ + "issue:51037", + "issue:61707", + "issue:70617" + ], + "soft_pairs": [ + "issue:51037|issue:70617", + "issue:61707|issue:70617" + ], + "prepared_review_unit_hash": "c128c50a215c68aea2ace60484d93c2af14a23d2919cd897a1491d5cbbc32a13", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2492, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2492, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues cluster around slash-command authorization granularity. The strongest match is between the generic tiered slash-command auth request and the Discord-specific policy-separation request; the Telegram multi-account issue is related in theme but looks like a different platform/use case.", + "confidence": 0.75, + "canonical_issue_reason": "Issue 61707 is the clearest and most general statement of the underlying problem: slash-command auth is too coarse and needs finer-grained control. It best captures the shared feature gap without being tied to one platform wording.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61707 is the best canonical issue for this cluster because it most directly describes the permission-granularity change that the other similar issue is also asking for.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51037", + "right": "issue:70617", + "accept": false, + "reason": "They share a broad theme of coarse slash-command control, but one is about Telegram multi-account bots and the other is about Discord public-message vs slash-command policy separation; that is too platform- and policy-specific to treat as the same underlying bug/change." + }, + { + "left": "issue:61707", + "right": "issue:70617", + "accept": true, + "reason": "Both are asking for the same underlying change: decoupling or tiering slash-command authorization from broader message policy so commands can be controlled more precisely." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays reasonably conservative. It distinguishes the Telegram-specific case from the two slash-command policy-granularity issues, and the soft-edge judgment between 61707 and 70617 is plausible given the titles and soft-similarity evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 191, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51085-2", + "nodes": [ + "issue:51085", + "issue:62299" + ], + "soft_pairs": [ + "issue:51085|issue:62299" + ], + "prepared_review_unit_hash": "ad9aedc57de35069bfc776e2b8ae39c159c9b855142dc9b9ce0ebf50cdc6587e", + "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": "Both issues report microphone-button failure caused by the same Permissions-Policy header blocking mic access; they look like duplicate reports of one underlying webapp header/config bug.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 51085 is earlier and has more discussion/inbound references, making it the better canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51085 is the stronger representative because it is older and better established in the thread activity.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51085", + "right": "issue:62299", + "accept": true, + "reason": "Same symptom and same stated root cause (Permissions-Policy header blocks microphone access); the feature names differ, but both appear to be the same underlying microphone-access bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded overall. The canonical choice of issue:51085 is supported by its earlier creation time plus higher discussion and inbound references. The soft-edge accept is also conservative enough here because both titles explicitly mention the same Permissions-Policy microphone-access failure, while the summary appropriately hedges with \"look like\" rather than asserting certainty." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 192, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51349-6", + "nodes": [ + "issue:51349", + "issue:51350", + "issue:51351", + "issue:51352", + "issue:51353", + "issue:51354" + ], + "soft_pairs": [ + "issue:51349|issue:51350", + "issue:51350|issue:51352", + "issue:51350|issue:51353", + "issue:51351|issue:51353", + "issue:51353|issue:51354" + ], + "prepared_review_unit_hash": "f112da8b5a550424128bbf110020ce1b8e0353439d16492828aaaf3227c496a6", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 5, + "serialized_chars": 5098, + "estimated_input_tokens": 1275, + "estimated_eval_tokens": 2806 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 5, + "serialized_chars": 5098, + "estimated_input_tokens": 1275, + "estimated_eval_tokens": 2806 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues form a related Slack attachment-vision workstream, but they are not duplicates: one is an umbrella epic and the others are narrower investigation, stabilization, testing, and verification tasks.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 51349 is the best umbrella representative: it is explicitly an epic for the whole Slack attachment vision enablement effort and has the broadest scope and most references.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51349 is the strongest cluster anchor because it captures the overall program rather than one slice of it, making it the most suitable single issue to represent the group.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51349", + "right": "issue:51350", + "accept": false, + "reason": "Related workstream items, but 51349 is the umbrella epic while 51350 is a specific audit task; not the same underlying issue." + }, + { + "left": "issue:51350", + "right": "issue:51352", + "accept": false, + "reason": "Both concern Slack media handling, but one is an audit and the other is a focused multi-image/forwarded-attachment validation task." + }, + { + "left": "issue:51350", + "right": "issue:51353", + "accept": false, + "reason": "An audit task and a regression-test task are complementary follow-ups, not duplicate reports of the same bug." + }, + { + "left": "issue:51351", + "right": "issue:51353", + "accept": false, + "reason": "51351 is about stabilizing thread-root image inheritance, while 51353 is about adding regression tests; different deliverables and not the same defect." + }, + { + "left": "issue:51353", + "right": "issue:51354", + "accept": false, + "reason": "Regression tests and live verification are separate validation steps; they do not describe 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": 193, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51408-3", + "nodes": [ + "issue:51408", + "issue:52700", + "issue:53546" + ], + "soft_pairs": [ + "issue:51408|issue:52700", + "issue:51408|issue:53546", + "issue:52700|issue:53546" + ], + "prepared_review_unit_hash": "5bdba0d48b12e6e5d84bd6a63e3dccc46f36f058c755879e63163bf63f7e69d0", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2938, + "estimated_input_tokens": 735, + "estimated_eval_tokens": 1726 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2938, + "estimated_input_tokens": 735, + "estimated_eval_tokens": 1726 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items appear to be duplicate reports of the same compaction-safeguard bug involving sessionManager-scoped polluted runtime/model state; issue 53546 is the clearest canonical due to its more specific title.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 53546 is the most specific report: it names the polluted sessionManager state and the concrete impact (wrong model-snapshot and false compaction on the main session), making it the best canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "53546 is the strongest cluster representative because it preserves the shared bug while adding the most actionable symptom detail.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51408", + "right": "issue:52700", + "accept": true, + "reason": "Same title and same underlying compaction-safeguard/sessionManager-scoped-state bug." + }, + { + "left": "issue:51408", + "right": "issue:53546", + "accept": true, + "reason": "53546 is a more specific restatement of the same bug, with the same polluted runtime/model inheritance root cause." + }, + { + "left": "issue:52700", + "right": "issue:53546", + "accept": true, + "reason": "Both describe the same issue; 53546 just adds the downstream wrong-snapshot/false-compaction symptoms." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The grouping is well grounded in the packet: 51408 and 52700 have identical titles, and 53546 is the same issue with an added symptom-specific suffix. Choosing 53546 as canonical because it is the most specific report is conservative and supported by the titles. The soft-edge accepts are reasonable given the near-identical wording and very high similarity scores." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 194, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51612-3", + "nodes": [ + "issue:51612", + "issue:52532", + "issue:52974" + ], + "soft_pairs": [ + "issue:51612|issue:52532", + "issue:52532|issue:52974" + ], + "prepared_review_unit_hash": "0652ae9d1f3026a3241682e21015edffecff8109271814f76a6b603d824f9c64", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2506, + "estimated_input_tokens": 627, + "estimated_eval_tokens": 1510 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2506, + "estimated_input_tokens": 627, + "estimated_eval_tokens": 1510 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are related memory-system feature proposals, but they describe different designs (compaction tree, semantic memory with decay, and an Atkinson-Shiffrin backend RFC) rather than the same concrete issue.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 52532 is the best representative because it has the most discussion and inbound references, and its scope ('persistent, semantic memory') is the broadest of the three proposals.", + "canonical_pr_reason": null, + "best_issue_reason": "52532 is the strongest anchor for the cluster: it is the most actively discussed, externally referenced, and thematically central memory feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51612", + "right": "issue:52532", + "accept": false, + "reason": "Related topic, but different proposed architectures and goals: built-in persistent memory with a compaction tree vs. semantic memory with Ebbinghaus decay. Not the same underlying bug/change." + }, + { + "left": "issue:52532", + "right": "issue:52974", + "accept": false, + "reason": "Both concern memory systems, but one proposes semantic persistent memory while the other is an RFC for a specific Atkinson-Shiffrin backend. Similar theme, not a duplicate request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 195, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51814-3", + "nodes": [ + "issue:51814", + "issue:53684", + "issue:55347" + ], + "soft_pairs": [ + "issue:51814|issue:55347", + "issue:53684|issue:55347" + ], + "prepared_review_unit_hash": "ed514af40c2e6d8e2aaa1588825a58d7b01ebdfc4390746faf90d83e091501f4", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2474, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2474, + "estimated_input_tokens": 619, + "estimated_eval_tokens": 1494 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is a set of closely related feature requests about gateway recovery/restart behavior, but they appear to target different scopes: a specific agent wake-up after restart, a recovery-plus-notification mechanism, and a broader self-healing workflow. They are similar enough to cluster for triage, but not the same underlying change request.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 55347 is the broadest and most comprehensive request, framing the problem as native gateway self-healing with a configurable recovery workflow, which can subsume the narrower restart/recovery variants.", + "canonical_pr_reason": null, + "best_issue_reason": "55347 is the best representative because it covers the widest recovery behavior and is the most likely umbrella for the related restart/failure-recovery requests.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51814", + "right": "issue:55347", + "accept": false, + "reason": "Both concern gateway recovery, but 51814 is narrowly about native agent wake-up after a gateway restart while 55347 describes a broader self-healing workflow; similar theme, not the same concrete request." + }, + { + "left": "issue:53684", + "right": "issue:55347", + "accept": false, + "reason": "53684 emphasizes failure recovery plus notification, whereas 55347 focuses on configurable self-healing; they overlap in domain but differ in the specific behavior requested." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 196, + "component_count": 378, + "review_unit_index": 1, + "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": "a4560db392d3c867202b06cb9a67a3faf2cb7545ad53af1531364aea2df3e868", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1572, + "estimated_input_tokens": 393, + "estimated_eval_tokens": 1042 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1572, + "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 share a thematic metaphor but do not appear to describe the same underlying bug. One is about a delivery/reporting mismatch after sending something; the other is about an agent failing to observe what was sent. They are related in broad area, but not duplicate-worthy.", + "confidence": 0.87, + "canonical_issue_reason": "No clear canonical issue: the reports point to different failure modes (delivery acknowledgment vs visibility/awareness of sent content).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51857 is the better representative only because it is still open and has slightly more discussion, but it is not a duplicate canonical over 51827.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51827", + "right": "issue:51857", + "accept": false, + "reason": "The titles imply different bugs: 51827 is about false delivery completion, while 51857 is about lack of visibility into sent data. Similar framing, but not the same concrete problem." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 197, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-51975-2", + "nodes": [ + "issue:51975", + "issue:51976" + ], + "soft_pairs": [ + "issue:51975|issue:51976" + ], + "prepared_review_unit_hash": "a115bd6435e3a7e7c4e8102c1d8ca01c72a0bb413145bf7f814beac4f5c2d8ad", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1494, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1494, + "estimated_input_tokens": 374, + "estimated_eval_tokens": 1004 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related only at the very broad Sentry tooling level, but they describe different failures: one is about locating Sentry configuration, the other about Sentry CLI authentication. They should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 51975 is the cleaner representative of its own problem space, but it is not a duplicate of 51976; the two reports involve different failure modes.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:51975", + "right": "issue:51976", + "accept": false, + "reason": "Different underlying bugs: configuration discovery vs CLI auth failure. The titles and available metadata do not indicate the same code path or a single fixable issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 198, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-52224-2", + "nodes": [ + "issue:52224", + "issue:52231" + ], + "soft_pairs": [ + "issue:52224|issue:52231" + ], + "prepared_review_unit_hash": "3ee96bdf21d7e6db7717e9d482f87af145cbe5a7783545a2bf5759e89b9d9abc", + "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": "The two issues are very likely duplicates: both describe an embedded run timeout that leaves a zombie/blocked handle and prevents heartbeat delivery.", + "confidence": 0.88, + "canonical_issue_reason": "Issue #52224 is the clearest representative because it states the failure mode and trigger succinctly: a provider timeout leaves the embedded run blocked and heartbeats stop permanently.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #52224 is the best cluster representative because its wording is concise and captures the core symptom/trigger without extra framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52224", + "right": "issue:52231", + "accept": true, + "reason": "The titles strongly suggest the same underlying embedded-run timeout/heartbeat blockage bug, but the evidence is limited to title-level similarity rather than shared targets or files, so this is a likely match rather than a deterministic one." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is plausible, but the soft-edge verdict is too certain for the evidence available. The packet only provides title-level soft similarity (no shared targets, files, or deterministic match), so it should be framed as a likely match rather than stating there is \"no sign of distinct behavior or scope.\" The summary is grounded, but the accept-on-soft-edge call overstates the evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 199, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-52411-2", + "nodes": [ + "issue:52411", + "issue:57636" + ], + "soft_pairs": [ + "issue:52411|issue:57636" + ], + "prepared_review_unit_hash": "d250e7f35c7a65dc3a1d9ea12ebb8abe01edc94d5d6b5fe59d51f49147e8e7bb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related, but the evidence is too thin to treat them as the same underlying request. #52411 is a concrete API ask to expose `runId`, while #57636 describes the broader symptom that hooks cannot distinguish main-agent runs from subagent runs.", + "confidence": 0.62, + "canonical_issue_reason": "#57636 is the broader and clearer problem statement, so it is the better representative if these are grouped as related feature requests; however, it should not be treated as a confirmed duplicate of #52411.", + "canonical_pr_reason": null, + "best_issue_reason": "#57636 is the best issue to represent the cluster because it captures the user-facing runtime ambiguity, while #52411 is a narrower proposed fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52411", + "right": "issue:57636", + "accept": false, + "reason": "The overlap is plausible but only at the theme level. One asks for a `runId` field, the other reports a broader hook-context ambiguity; the packet does not show they are the same underlying bug or request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The relationship is plausible, but the packet only gives title-level soft similarity. That supports \u2018related problems,\u2019 not confidently \u2018the same underlying need.\u2019 Issue #52411 is a specific API request to expose runId, while #57636 is a broader symptom about distinguishing main runs from subagent runs. The summary and soft-edge verdict are a bit too definitive for the evidence provided; they should be framed more conservatively." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 200, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-52549-3", + "nodes": [ + "issue:52549", + "issue:53265", + "issue:54123" + ], + "soft_pairs": [ + "issue:52549|issue:53265", + "issue:52549|issue:54123", + "issue:53265|issue:54123" + ], + "prepared_review_unit_hash": "a4a3c3f9c5ab3ce5da07d18fcaaa0e70df60c7703ca1db90b6735a484eb53558", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2850, + "estimated_input_tokens": 713, + "estimated_eval_tokens": 1682 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2850, + "estimated_input_tokens": 713, + "estimated_eval_tokens": 1682 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are broadly similar \u201ccommunity pain point\u201d issues, but they describe different underlying problems: silent failures, cross-platform channels, and session memory/state. I would not cluster them as duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "If a representative issue is needed, issue 54123 is the strongest candidate because it has the most discussion activity and inbound references, but it still appears to describe a distinct problem rather than a true canonical duplicate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54123 is the best overall representative by engagement and substance, though it should be treated as a separate issue rather than the sole canonical report for the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52549", + "right": "issue:53265", + "accept": false, + "reason": "Both are general community-facing problem reports, but one is about silent failures and the other is about cross-platform channels; they do not appear to share the same underlying bug." + }, + { + "left": "issue:52549", + "right": "issue:54123", + "accept": false, + "reason": "Silent failures and session memory/state are different failure modes affecting different code paths; the titles do not indicate a common root cause." + }, + { + "left": "issue:53265", + "right": "issue:54123", + "accept": false, + "reason": "Cross-platform channels and session memory/state are distinct issues with no concrete evidence they are 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": 201, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-52646-2", + "nodes": [ + "issue:52646", + "issue:60360" + ], + "soft_pairs": [ + "issue:52646|issue:60360" + ], + "prepared_review_unit_hash": "a370d0a5be57f5410331db0cbf0eaa4091a82b3634549c3eacae787ca3f71fed", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to model reasoning-level settings, but they do not look like the same underlying issue: one is a broad feature request for per-model defaults, the other is a specific fallback behavior when a chosen model cannot do xhigh.", + "confidence": 0.66, + "canonical_issue_reason": "60360 is the more concrete, narrowly scoped issue: it describes a specific failure mode and expected fallback behavior. 52646 is broader and more exploratory.", + "canonical_pr_reason": null, + "best_issue_reason": "60360 is the better representative issue for this cluster because it is specific, actionable, and closer to an implementation-level bug/behavior change than a general feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52646", + "right": "issue:60360", + "accept": false, + "reason": "Related area, but not the same problem. 52646 asks for per-model thinking-level defaults in general; 60360 is about fallback when a selected model does not support xhigh. They could 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": 202, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-52692-4", + "nodes": [ + "issue:52692", + "issue:52696", + "issue:52697", + "issue:52702" + ], + "soft_pairs": [ + "issue:52692|issue:52697", + "issue:52696|issue:52702", + "issue:52697|issue:52702" + ], + "prepared_review_unit_hash": "c0dcbd70b7fec3c7417ece47a6a356edf167e7ad19f9c1911288ddf7cb2adbb5", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3393, + "estimated_input_tokens": 849, + "estimated_eval_tokens": 1954 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3393, + "estimated_input_tokens": 849, + "estimated_eval_tokens": 1954 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster is centered on ToolResultCompactor, with one concrete overflow-prevention issue and one broader agent-context-management issue that appear to describe the same underlying compaction work. The scheduler/config and design-review items are related but not duplicates of that concrete problem.", + "confidence": 0.69, + "canonical_issue_reason": "issue:52697 is the most concrete and actionable representative: it names ToolResultCompactor and the urgent context-overflow prevention problem. The others are broader (design review, context management) or adjacent infrastructure (scheduler/config).", + "canonical_pr_reason": null, + "best_issue_reason": "issue:52697 best captures the specific bug/change in this cluster and is the clearest duplicate target for the ToolResultCompactor work.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:52692", + "right": "issue:52697", + "accept": false, + "reason": "Both mention compaction, but 52692 is about proactive configuration/scheduling while 52697 is about urgent overflow prevention in ToolResultCompactor. Related subsystem, not the same concrete issue." + }, + { + "left": "issue:52696", + "right": "issue:52702", + "accept": false, + "reason": "52696 is a design review/integration-path item, while 52702 is an agent context-management issue. The overlap is thematic, but not enough to treat them as the same underlying bug/change." + }, + { + "left": "issue:52697", + "right": "issue:52702", + "accept": true, + "reason": "Both center on ToolResultCompactor and agent/context overflow management. They look like two descriptions of the same concrete compaction path and could plausibly be merged into one change." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: the titles support ToolResultCompactor as the cluster center, and the reject calls are conservative. The 52697/52702 soft-accept is plausible from the shared ToolResultCompactor/context-overflow wording, though it remains title-level evidence only." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 203, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53048-2", + "nodes": [ + "issue:53048", + "issue:54468" + ], + "soft_pairs": [ + "issue:53048|issue:54468" + ], + "prepared_review_unit_hash": "a65ee5d3e0a8e58593bedf686ef73c1c8726d09e2be6daeb6ded99c6fbc4bc4f", + "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": "Both issues concern plugin ID mismatch warnings, but one is a broad report affecting 43 bundled plugins and the other is a single named plugin directory/manifest mismatch. They are related, not the same concrete bug report.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 53048 is the better umbrella report because it describes the broader failure mode and likely captures the full set of affected bundled plugins.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53048 is the best representative issue for this cluster since it summarizes the general warning pattern across multiple plugins rather than one specific instance.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53048", + "right": "issue:54468", + "accept": false, + "reason": "Same category of warning, but not the same underlying bug report: 53048 is a broad multi-plugin problem, while 54468 is a specific kimi-coding manifest/path mismatch. This looks like one instance of a wider class, not 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": 204, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53070-2", + "nodes": [ + "issue:53070", + "issue:53071" + ], + "soft_pairs": [ + "issue:53070|issue:53071" + ], + "prepared_review_unit_hash": "1ace02f68b91ba02081ad9be6e85c3c1bc9113134fffd165fadf100d8601007f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1636, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1636, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues appear to be exact duplicates: identical titles, identical body length, and the same reported Discord tool-calling failure. They should be clustered together.", + "confidence": 0.99, + "canonical_issue_reason": "issue #53070 is slightly earlier and can serve as the original report in the duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #53071 has a bit more discussion and one inbound reference, so it is the stronger representative for user-facing triage.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53070", + "right": "issue:53071", + "accept": true, + "reason": "Same title and evidently same underlying bug report; the issues are duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The clustering is grounded in the packet: the issues have identical titles, identical body lengths, and the pair evidence shows maximum soft similarity. The canonical/representative choices are also conservative and consistent with the timestamps and activity counts." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 205, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53097-2", + "nodes": [ + "issue:53097", + "issue:66115" + ], + "soft_pairs": [ + "issue:53097|issue:66115" + ], + "prepared_review_unit_hash": "9901f24f75015ab48820c73d479ca48b6dd17d151f66113597a8ca89df255db3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1556, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1556, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related API-discovery/model-listing feature requests, but they describe different endpoints and different desired behavior, so they should not be deduplicated.", + "confidence": 0.91, + "canonical_issue_reason": "No canonical issue: #53097 asks for a new /v1/agents discovery endpoint, while #66115 asks for /v1/models to return actual AI model IDs instead of agents. They are separate feature requests.", + "canonical_pr_reason": null, + "best_issue_reason": "#66115 is the more concrete request and better captures the specific API behavior being changed, but it still does not subsume #53097.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53097", + "right": "issue:66115", + "accept": false, + "reason": "Different underlying changes: one requests an agents discovery endpoint, the other requests correcting /v1/models output to expose actual model IDs. Related theme, 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": 206, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53191-2", + "nodes": [ + "issue:53191", + "issue:53192" + ], + "soft_pairs": [ + "issue:53191|issue:53192" + ], + "prepared_review_unit_hash": "5e082dd53c2dcd35af0be974db9df67df60ab7f578092c6f94dde537849aaec1", + "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 closed issues appear to be duplicates of the same feature request for native playbook support / reusable multi-agent pipeline specs, with only a small wording difference about the config file location.", + "confidence": 0.96, + "canonical_issue_reason": "issue:53192 is the slightly broader and more complete phrasing, covering both AGENTS.md and openclaw.json, so it is the better canonical issue for this request.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:53192 best captures the full intended feature scope and is the clearest representative of the duplicate set.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53191", + "right": "issue:53192", + "accept": true, + "reason": "Accept: both issues describe the same underlying feature request for reusable multi-agent pipeline/playbook specs; the title difference is just a location/format variation, not a distinct problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded and conservative: the packet supports a near-duplicate pair based on highly similar titles and soft-similarity evidence, and issue:53192 is plausibly the broader canonical wording because it mentions both AGENTS.md and openclaw.json." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 207, + "component_count": 378, + "review_unit_index": 1, + "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": "9d435648280c26ebb75c6c4ed8834c366e3bdc64cb792587c644e3bda656b342", + "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 closed issues look like the same report: they have identical titles, nearly identical body lengths, and maximal soft similarity, but the packet does not prove the bodies are exact duplicates. #53323 is the best canonical issue because it was opened first.", + "confidence": 0.93, + "canonical_issue_reason": "#53323 is the earliest of the two nearly identical issue reports, so it is the best canonical representative.", + "canonical_pr_reason": null, + "best_issue_reason": "#53323 is the best issue candidate because it is the first-opened instance among two highly similar reports with the same title.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53323", + "right": "issue:53324", + "accept": true, + "reason": "Identical titles plus near-identical body sizes and maximum soft similarity strongly suggest the same underlying issue, though not exact content duplication." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairing is plausible, but the summary overstates the evidence by calling the issues \"exact duplicates.\" The packet only supports identical titles, nearly identical body lengths, and maximum soft similarity; it does not prove exact duplication of content. The canonical-choice reasoning for #53323 being first opened is grounded, but the overall writeup should stay more conservative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 208, + "component_count": 378, + "review_unit_index": 1, + "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": "4dd42300b001430eea2bd9fcf16928c7221b37b98eb41d548d28350910b1df2b", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2584, + "estimated_input_tokens": 646, + "estimated_eval_tokens": 1548 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2584, + "estimated_input_tokens": 646, + "estimated_eval_tokens": 1548 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Issue 53339 and 66195 appear to be the same memory-lancedb-pro plugin bug, while 53338 is unrelated Telegram polling failure.", + "confidence": 0.86, + "canonical_issue_reason": "53339/66195 are duplicates of the same plugin-tool failure class, but 66195 is the better canonical issue because it names the exact TypeError, the affected plugin version, and has stronger follow-up/reference activity.", + "canonical_pr_reason": null, + "best_issue_reason": "66195 is the strongest representative: it is the most specific report of the shared stringEnum TypeError in memory-lancedb-pro and is easier to anchor to a concrete release/version.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53338", + "right": "issue:53339", + "accept": false, + "reason": "Different products and failure modes: Telegram polling/network-recovery regression vs memory-lancedb-pro plugin TypeError. No indication of the same underlying bug." + }, + { + "left": "issue:53339", + "right": "issue:66195", + "accept": true, + "reason": "Same plugin, same concrete error message ('stringEnum is not a function' / TypeError), and both describe the same tool-failure path; these look like duplicate reports of one bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet. Issue 53338 is clearly a different Telegram polling regression, while 53339 and 66195 both describe the memory-lancedb-pro plugin tool failing with the same stringEnum/TypeError wording. The canonical-issue rationale is also supported by the titles and the higher inbound reference count on 66195. No evident overstatement." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 209, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-53408-2", + "nodes": [ + "issue:53408", + "issue:70033" + ], + "soft_pairs": [ + "issue:53408|issue:70033" + ], + "prepared_review_unit_hash": "698218530c9fd4532ce5526bedee4b180ce9a1c36093e8f01446ccb97c0692a4", + "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 related and plausibly point to a shared write/exec argument-loss class of bug, but the evidence is only soft similarity. The packet does not establish that the long-conversation case and the large-content empty-arguments case are the same underlying serialization/truncation failure.", + "confidence": 0.58, + "canonical_issue_reason": "Issue 53408 is the better broad representative because it describes the general user-facing symptom: write/exec parameters being silently dropped, including both content and command fields. It is broader than 70033, but the link is still tentative.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53408 is the best anchor for the cluster because it captures the more general failure mode. However, I would treat it as a provisional grouping rather than a confirmed duplicate of 70033.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53408", + "right": "issue:70033", + "accept": false, + "reason": "Tentative only: both mention missing or empty write/exec arguments, but the evidence is not enough to confirm the same root cause. The triggers differ and there is no direct shared code-path evidence." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is a bit too strong for the evidence in the packet. The only linkage is soft similarity and the pair is not deterministically accepted; the titles suggest a possible shared class of bug, but not enough to confidently say the same underlying serialization/truncation issue. The soft-edge verdict should be more conservative, e.g. tentative/uncertain rather than accept." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 210, + "component_count": 378, + "review_unit_index": 1, + "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": "2c69516076cdb667d7e56908ba9b93d1d3e7a8b411fb49d70cd090569566f0a0", + "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": "These look like two different crash reports in different code paths: one for `sessions_spawn` calling `trim` on `undefined`, and one for cron `agentTurn` payload handling with a `startsWith` error. I would not cluster them as duplicates.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 53896 is the more concrete and specific crash report, with a clear error message and a named failing command (`sessions_spawn`).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 53896 is the best representative only because it is the clearer, more actionable bug report; 66283 appears to be a separate failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:53896", + "right": "issue:66283", + "accept": false, + "reason": "Different error surfaces and different features (`sessions_spawn` vs cron `agentTurn` payload); the shared evidence is only loose crash similarity, 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": 211, + "component_count": 378, + "review_unit_index": 1, + "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": 212, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54135-2", + "nodes": [ + "issue:54135", + "issue:54153" + ], + "soft_pairs": [ + "issue:54135|issue:54153" + ], + "prepared_review_unit_hash": "6ce5e83e79f3e47229a0b227bc602a605edfe8d1c40b5efa8455d0e408f9659c", + "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 related security reports about unsafe download code, but they describe different components and code paths, so they should not be deduplicated.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 54135 is the cleaner representative: it names the specific vulnerable helper and states the core problem concisely (missing timeout and SSRF protection).", + "canonical_pr_reason": null, + "best_issue_reason": "54135 is the better canonical issue for the cluster because it is more focused and directly describes the unsafe download behavior without adding an unrelated extra constraint.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54135", + "right": "issue:54153", + "accept": false, + "reason": "Both report insecure remote downloads, but they are about different artifacts: marketplace plugin download versus signal-cli-install. Similar bug 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": 213, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54136-2", + "nodes": [ + "issue:54136", + "issue:54147" + ], + "soft_pairs": [ + "issue:54136|issue:54147" + ], + "prepared_review_unit_hash": "aec8128c1342b2de7cf1d502e9b15e072cfc06c6a3fb81a572e3c94510971de4", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "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 are not duplicates: one is about link-understanding URL detection under Fake-IP proxy, the other is about media-understanding passing ssrfPolicy into fetchRemoteMedia. They touch different subsystems and different failure modes.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 54147 is the more concrete triage target: it names the specific file and call site (`attachments.cache.ts` / `fetchRemoteMedia`) and describes a precise missing security policy parameter.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54147 is the best representative issue for the cluster because it is narrowly scoped and actionable, with an explicit code path to fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54136", + "right": "issue:54147", + "accept": false, + "reason": "Different underlying bugs in different areas: URL detection under Fake-IP proxy vs. missing `ssrfPolicy` on remote media fetches. They do not appear to be 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": "issue", + "component_index": 214, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54200-2", + "nodes": [ + "issue:54200", + "issue:54201" + ], + "soft_pairs": [ + "issue:54200|issue:54201" + ], + "prepared_review_unit_hash": "fc26416264438cd6fd4aa1cd049cc7afc9faea66cf157b75f7738e571a36b0b4", + "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": "The two issues are related to upgrade/migration and crash-loop behavior, but they describe different problems: one is a config file being silently dropped on upgrade, the other is a misleading error message when the migrated config is empty or incomplete.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 54200 is the clearer primary bug report: it identifies the concrete regression, affected file/location, version boundary, and user-visible impact (blank UI and crash-loop).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 54200 is the best representative issue for the cluster because it captures the underlying failure mode directly, rather than just the resulting error messaging.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54200", + "right": "issue:54201", + "accept": false, + "reason": "They are adjacent migration/config problems, but not the same underlying bug: 54200 is about config being silently dropped on upgrade, while 54201 is about an error message being misleading when config is empty or incomplete after migration." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 215, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54227-2", + "nodes": [ + "issue:54227", + "issue:54233" + ], + "soft_pairs": [ + "issue:54227|issue:54233" + ], + "prepared_review_unit_hash": "ae9ec386d21cb7e56ba13a92cee580248f2d9ec0a6c4031c922b57c611ceb942", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1645, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1645, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues share the same core report that `reusable:false` interactive components expire per-button instead of per-panel, but #54233 also bundles an additional `editMessage`/`message` vs `content` mismatch bug.", + "confidence": 0.86, + "canonical_issue_reason": "#54233 is the better canonical issue because it is more detailed, has higher discussion activity/inbound references, and explicitly describes the same expiration bug in broader context.", + "canonical_pr_reason": null, + "best_issue_reason": "#54233 is the strongest issue candidate overall: it is the most complete description of the shared bug and includes the extra related failure mode, making it the best anchor for tracking.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54227", + "right": "issue:54233", + "accept": false, + "reason": "They overlap on the `reusable:false` per-button/per-panel expiration bug, but #54233 is not just the same issue; it also includes an additional `editMessage` field-mismatch problem, so this is not a clean duplicate match." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 216, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54237-3", + "nodes": [ + "issue:54237", + "issue:54340", + "issue:71485" + ], + "soft_pairs": [ + "issue:54237|issue:71485", + "issue:54237|issue:54340" + ], + "prepared_review_unit_hash": "e8904f67f780885be26d68112155cf3d78c8b31310eb594776fbb241921ccc18", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2555, + "estimated_input_tokens": 639, + "estimated_eval_tokens": 1534 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2555, + "estimated_input_tokens": 639, + "estimated_eval_tokens": 1534 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues describe the same Feishu card header/title problem: the title is hardcoded or unwanted, and users want it to be configurable or disableable. Issue 54237 is the broadest and best canonical fit.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 54237 most completely covers the shared request: disable or customize the Feishu card header title. It is broader than the other two and matches both the hardcoded-session-name complaint and the unwanted-title complaint.", + "canonical_pr_reason": null, + "best_issue_reason": "54237 is the best global issue candidate because it is the most general, clearly framed as a feature request to disable/customize the card header title, and it subsumes the narrower variants.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54237", + "right": "issue:71485", + "accept": true, + "reason": "Both report the same Feishu card header/title issue: an unwanted default title with no config to disable it. 54237\u2019s broader wording covers 71485 directly." + }, + { + "left": "issue:54237", + "right": "issue:54340", + "accept": true, + "reason": "Both ask for a configurable card header title instead of a hardcoded default/session name. This is the same underlying feature request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three issue titles point to the same Feishu card header/title customization problem, and 54237 is the broadest fit. The soft-edge acceptances are plausible and conservative given the title-level evidence, though the similarity is only soft and not explicit." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 217, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54451-2", + "nodes": [ + "issue:54451", + "issue:54454" + ], + "soft_pairs": [ + "issue:54451|issue:54454" + ], + "prepared_review_unit_hash": "0d9ba6090d869a0e8eb8c0701ed2b6b92eddf11e8655761a38f88099f165cfa2", + "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 two closed issues have identical titles and a soft-similarity signal, so they are likely related duplicate reports, but the evidence is limited because the issue bodies are not shown.", + "confidence": 0.78, + "canonical_issue_reason": "#54451 is the earliest of two indistinguishable closed issues, so it is the best canonical placeholder for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#54451 is the best issue to keep because it is earliest and the available metadata does not distinguish it from #54454.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54451", + "right": "issue:54454", + "accept": false, + "reason": "Identical titles and soft-similarity make this a possible duplicate, but with no body text or other corroborating evidence, the match is not strong enough to accept confidently." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate claim is plausible, but the writeup is a bit too confident for the evidence provided. The packet only shows identical titles plus a soft-similarity signal; it does not expose the issue bodies, so phrases like \"same apparent bug\" and a 0.99 confidence overstate what can be verified here. The soft-edge verdict should be more conservative (e.g. \"likely duplicate\" or \"possible duplicate\") rather than accepted as effectively certain." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 218, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54477-2", + "nodes": [ + "issue:54477", + "issue:60255" + ], + "soft_pairs": [ + "issue:54477|issue:60255" + ], + "prepared_review_unit_hash": "4ff6d1556b3698b5c4331cedc3c7c5093b9a80a20232cf57ba1dec1f2196ae77", + "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 feature requests around cross-session context, but they are not the same change: one is Feishu-specific auto-recall per message, the other is broader session merging/reuse across channels.", + "confidence": 0.77, + "canonical_issue_reason": "Issue 60255 is the broader, more general request about session reuse across channels, so it is the better representative if this cluster were collapsed; issue 54477 is a narrower Feishu-specific variant.", + "canonical_pr_reason": null, + "best_issue_reason": "60255 is the best single issue to keep because it captures the wider product need and can subsume narrower channel-specific follow-ups.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54477", + "right": "issue:60255", + "accept": false, + "reason": "They share a theme, but the concrete requests differ: Feishu auto-recall on every message vs. general session merging/reuse across channels. That is 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": "issue", + "component_index": 219, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54484-2", + "nodes": [ + "issue:54484", + "issue:59063" + ], + "soft_pairs": [ + "issue:54484|issue:59063" + ], + "prepared_review_unit_hash": "a36dee47cd659144c754f7281fcc4d8e64dbabcd9d3c30fc436cb4ef6ed0f7bb", + "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": "Both issues concern file path exposure, but they describe different problems in different subsystems: Telegram inbound image media handling versus sandbox path remapping for downloaded files. They are related thematically, not duplicates.", + "confidence": 0.88, + "canonical_issue_reason": "issue #59063 is the broader, clearer statement of the underlying path-mapping problem, with an explicit host-path vs /workspace mismatch.", + "canonical_pr_reason": null, + "best_issue_reason": "issue #59063 is the best representative because it describes the concrete failure mode more generally and is easier to map to a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54484", + "right": "issue:59063", + "accept": false, + "reason": "Same broad theme of file-path exposure, but different concrete contexts and bugs: Telegram inbound image local media paths vs sandboxed agents receiving host workspace paths instead of /workspace paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 220, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54494-2", + "nodes": [ + "issue:54494", + "issue:71675" + ], + "soft_pairs": [ + "issue:54494|issue:71675" + ], + "prepared_review_unit_hash": "6d3bab32f7f414ca833135feb1d2b9f42a1ee9cce6e425598e86272359bfe951", + "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 look closely related around configurable image-generation timeouts, but the packet only shows title-level overlap and a soft similarity signal. That is not enough to conclude they are the same underlying bug; they may be separate requests with overlapping scope.", + "confidence": 0.61, + "canonical_issue_reason": "71675 is the broader and more representative issue title if these are being grouped as related timeout requests, while 54494 is a provider-specific Google case. I would not treat that as proof they are duplicates, only that 71675 is the more general candidate.", + "canonical_pr_reason": null, + "best_issue_reason": "71675 is the best issue to represent the cluster because it frames the timeout problem as a general feature request for image generation models, rather than a single-provider symptom.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54494", + "right": "issue:71675", + "accept": false, + "reason": "The titles suggest a closely related configurable-timeout request, but the evidence is too thin to say they are definitively the same underlying issue. 71675 may be the broader request, but that is not established here." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The linkage is plausible, but the packet only provides title-level evidence and a soft_similarity score. Saying these are the \"same underlying problem\" and that 71675 is the general form of 54494 overstates what is grounded here. A more conservative verdict would be that they are closely related, not definitively the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 221, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54537-2", + "nodes": [ + "issue:54537", + "issue:54587" + ], + "soft_pairs": [ + "issue:54537|issue:54587" + ], + "prepared_review_unit_hash": "1887e20305afebee3ff577d66339614306b55324bc17fdb3157548c76814fd1f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1627, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1627, + "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 closed issues are related only at a very broad theme level: both request sandbox-related escape hatches, but one is about Docker host-network access and the other about spawning unsandboxed subagents. They do not describe the same bug or the same feature change.", + "confidence": 0.96, + "canonical_issue_reason": "Issue #54537 is the cleaner representative if one must be chosen: it is a single, concrete request for a Docker networking escape hatch, with a narrower and more specific scope than the other issue.", + "canonical_pr_reason": null, + "best_issue_reason": "#54537 is the best issue to anchor the cluster only because it is the more concrete and self-contained request; however, it should not be treated as a duplicate of #54587.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54537", + "right": "issue:54587", + "accept": false, + "reason": "Different underlying changes: host networking for sandbox Docker vs. allowing unsandboxed subagent spawning. Similar escape-hatch framing, but not the same feature or 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": 222, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54577-2", + "nodes": [ + "issue:54577", + "issue:54578" + ], + "soft_pairs": [ + "issue:54577|issue:54578" + ], + "prepared_review_unit_hash": "f7821edb4deb6db09b43243686516e9dd8a0e3383f6df94e2af318cd077fe512", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1507, + "estimated_input_tokens": 377, + "estimated_eval_tokens": 1010 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1507, + "estimated_input_tokens": 377, + "estimated_eval_tokens": 1010 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to agent visualization, but they describe different feature requests: one for an activity timeline view and one for a tree-view command for active agents. I do not think they are duplicates.", + "confidence": 0.92, + "canonical_issue_reason": "No canonical issue for a duplicate cluster; the issues target different UI/command behavior and should stay separate.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #54578 is slightly more concrete and self-contained, but it is not a duplicate of #54577.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54577", + "right": "issue:54578", + "accept": false, + "reason": "Both are about agents, but one asks for a timeline view and the other for a tree-view command. Different outputs and interaction models, so they are not the same underlying request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 223, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54607-2", + "nodes": [ + "issue:54607", + "issue:61936" + ], + "soft_pairs": [ + "issue:54607|issue:61936" + ], + "prepared_review_unit_hash": "7af5b11e18df89a10ba26dd262a8681093292d8f555d3a7f687138028de810e3", + "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 are about different feature requests: one clarifies BlueBubbles channel/plugin disablement and local loopback documentation, while the other requests dreaming with external memory slot plugins. They do not describe the same underlying bug or change.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #54607 is more concrete and self-contained as a documentation/behavior-clarification request, with a specific runtime example to document.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #54607 is the best issue representative because it has a clearer, narrower scope and is easier to action directly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54607", + "right": "issue:61936", + "accept": false, + "reason": "These are different feature requests in different areas: BlueBubbles/channel disablement and safe local runtime documentation versus external memory slot plugins for dreaming. The shared similarity is too weak 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": "issue", + "component_index": 224, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54665-2", + "nodes": [ + "issue:54665", + "issue:55842" + ], + "soft_pairs": [ + "issue:54665|issue:55842" + ], + "prepared_review_unit_hash": "23f5bfffbd681376b0733d82aff7db2b40c41d3679e62bd294e122f1314a1deb", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 225, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54669-2", + "nodes": [ + "issue:54669", + "issue:68666" + ], + "soft_pairs": [ + "issue:54669|issue:68666" + ], + "prepared_review_unit_hash": "d2f0eedca347b2f1d8895019b5e59aeda035c9081b4a7c0a1067254914700e9d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1613, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1613, + "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 look closely related: both describe CDP binding behavior on Windows that breaks IPv4/WSL2 remote debugging via portproxy. However, with only titles/body length and a soft-similarity signal, the evidence is not strong enough to say they are definitively the same bug; they may be overlapping reports or separate regressions/variants across Chrome versions.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 68666 is the better canonical tracker because it is newer and more specific about the affected scenario (Chrome 147+, WSL2 remote debugging, IPv6-only binding). That makes it the more actionable reference for triage, even though 54669 may be a related earlier report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68666 is the strongest single issue to keep as the cluster representative because it describes the failure mode and affected setup more concretely than 54669.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54669", + "right": "issue:68666", + "accept": false, + "reason": "These appear related and possibly overlapping, but the available evidence is too thin to conclude they are the same underlying bug. The Chrome 136+ vs 147+ split could indicate different regressions or variants rather than one duplicate report." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary and canonical-choice reasoning are plausible, but the soft-edge verdict is too strong for the packet. We only have titles/body lengths plus a soft_similarity signal, so saying the two issues are the 'same underlying bug' overstates the evidence. A more conservative conclusion would be that they are likely related or overlapping reports about CDP binding on Windows/WSL2, not definitively the same bug. Also, the version split (Chrome 136+ vs 147+) could indicate separate regressions or reporting variants." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 226, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54792-2", + "nodes": [ + "issue:54792", + "issue:54804" + ], + "soft_pairs": [ + "issue:54792|issue:54804" + ], + "prepared_review_unit_hash": "32291810003edf1eb6057d0cc2626ed6c5b2a56faad029a42646f58034ab45d3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1629, + "estimated_input_tokens": 408, + "estimated_eval_tokens": 1072 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1629, + "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 concern schema validation around enabling config features that have unmet required dependencies, but 54804 is a specific hooks.token startup failure while 54792 is the broader warning/validation request.", + "confidence": 0.68, + "canonical_issue_reason": "54792 is the broader, more general problem statement covering required-dependency validation for config features, so it is the better canonical issue for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "54792 best captures the underlying class of bug and can subsume the narrower hooks.enabled/hooks.token case.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54792", + "right": "issue:54804", + "accept": false, + "reason": "They share a theme, but the artifacts describe different concrete cases: a generic warning for missing dependencies versus a specific hooks.token startup error. 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": 227, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54814-2", + "nodes": [ + "issue:54814", + "issue:56804" + ], + "soft_pairs": [ + "issue:54814|issue:56804" + ], + "prepared_review_unit_hash": "6bc7d944a180c6c424b1e630819d98f67b5f4daea1911273b86b644256c23d04", + "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 issues describe ChatGPT Plus/Codex weekly quota being exhausted by Mission Control activity, but one points to the installer and the other to gateway heartbeat, which looks like different code paths rather than the same bug.", + "confidence": 0.86, + "canonical_issue_reason": "54814 is the slightly cleaner representative of the quota-exhaustion symptom, but it is not a safe canonical duplicate of 56804 because the reported trigger is different (installer vs gateway heartbeat).", + "canonical_pr_reason": null, + "best_issue_reason": "54814 is the best single issue to anchor the cluster only in the loose topical sense, but the cluster should likely be split because the underlying failure mode is not clearly the same.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54814", + "right": "issue:56804", + "accept": false, + "reason": "Reject: both mention quota exhaustion in Mission Control, but the triggers differ (installer vs gateway heartbeat), so they do not clearly describe 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": 228, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-54882-2", + "nodes": [ + "issue:54882", + "issue:60550" + ], + "soft_pairs": [ + "issue:54882|issue:60550" + ], + "prepared_review_unit_hash": "cdbc5ac15350f2689e55650f4cf8698ca33e4284d0f5d7cf0f283299c09c2c01", + "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 look related to alias-handling in the read/tool path flow, but they describe different failures: one is missing file-path display when using the `file` alias, the other is path validation missing `filePath`/`file` aliases. I would not treat them as duplicates.", + "confidence": 0.76, + "canonical_issue_reason": "Issue #60550 is the clearer, more concrete representative: it names the affected validation path and enumerates the aliases involved.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #60550 is the best issue to keep as the cluster representative because it is more specific and actionable than the display-focused report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:54882", + "right": "issue:60550", + "accept": false, + "reason": "Both mention file aliases, but one is a display bug and the other is validation behavior; they do not clearly describe the same underlying defect or 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": 229, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-55334-10", + "nodes": [ + "issue:55334", + "issue:65441", + "issue:69451", + "issue:69628", + "issue:69632", + "issue:71227", + "issue:71234", + "issue:72327", + "issue:72507", + "issue:73114" + ], + "soft_pairs": [ + "issue:55334|issue:73114", + "issue:69451|issue:69628", + "issue:69451|issue:69632", + "issue:65441|issue:69628", + "issue:69628|issue:73114", + "issue:72327|issue:72507" + ], + "prepared_review_unit_hash": "f680f05c291440f0520665109566007b376b0972efc38ad067907c3a575763be", + "component_budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 6, + "serialized_chars": 8324, + "estimated_input_tokens": 2081, + "estimated_eval_tokens": 4418 + }, + "budget": { + "node_count": 10, + "item_count": 10, + "soft_pair_count": 6, + "serialized_chars": 8324, + "estimated_input_tokens": 2081, + "estimated_eval_tokens": 4418 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 230, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-55468-2", + "nodes": [ + "issue:55468", + "issue:66729" + ], + "soft_pairs": [ + "issue:55468|issue:66729" + ], + "prepared_review_unit_hash": "e885dad83f58a22e9a4236ed418fe179fada1002f716f3a6f9186e0548560e4a", + "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 request the same feature: exposing `messageId` in the plugin SDK `message_sent` hook (`toPluginMessageSentEvent`).", + "confidence": 0.98, + "canonical_issue_reason": "Issue #66729 is the cleaner, more specific formulation of the same request and appears to be the best representative of the duplicate set.", + "canonical_pr_reason": null, + "best_issue_reason": "#66729 is the clearest canonical issue because it names the exact SDK hook and requested field without extra framing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:55468", + "right": "issue:66729", + "accept": true, + "reason": "Same underlying feature request with nearly identical wording and the same target hook/API; these are clear duplicates." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same feature request for exposing `messageId` in the `message_sent`/`toPluginMessageSentEvent` SDK hook. The canonical choice and duplicate judgment are conservative enough given the near-identical titles and shared target API." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 231, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-56402-2", + "nodes": [ + "issue:56402", + "issue:56404" + ], + "soft_pairs": [ + "issue:56402|issue:56404" + ], + "prepared_review_unit_hash": "926ed8057b375e6bee7f9f5ea3ceb47083ff0a7f8263250bac7909ac4dc43faa", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1606, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1606, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern plugin-sdk migration/compatibility work, but they describe different scopes: one is a concrete staged retirement/reduction of the root alias, the other is a phase-1 implementation plan for migration clarity and compatibility prep. Related, but not duplicates.", + "confidence": 0.78, + "canonical_issue_reason": "#56402 is the more concrete and actionable issue, with a specific target (staged retirement of plugin-sdk compat and shrinking the root alias).", + "canonical_pr_reason": null, + "best_issue_reason": "#56402 is the best representative because it captures the substantive end-state change rather than just the planning/coordination phase.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:56402", + "right": "issue:56404", + "accept": false, + "reason": "Same broad migration theme, but different scope: #56402 proposes the actual retirement/barrel change, while #56404 is a phase-1 planning/compatibility prep issue. 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": "issue", + "component_index": 232, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-57577-3", + "nodes": [ + "issue:57577", + "issue:70172", + "issue:70173" + ], + "soft_pairs": [ + "issue:57577|issue:70172", + "issue:57577|issue:70173", + "issue:70172|issue:70173" + ], + "prepared_review_unit_hash": "665df10d06c2e97d00122b673fbaa0df645375c9d0804a549554cd06ad842f08", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2922, + "estimated_input_tokens": 731, + "estimated_eval_tokens": 1718 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2922, + "estimated_input_tokens": 731, + "estimated_eval_tokens": 1718 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues appear to report the same isolatedSession heartbeat bug: heartbeat conversations are not getting fresh session isolation, so context accumulates across runs. 70172 and 70173 are near-identical duplicates, and 57577 is an earlier, more specific version of the same report.", + "confidence": 0.94, + "canonical_issue_reason": "issue:57577 is the earliest report and describes the concrete failure mode most clearly: heartbeats under isolatedSession still accumulate/compact instead of starting fresh sessions.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:57577 is the best single representative for the cluster because it is the oldest and most specific description of the same heartbeat/session isolation leak.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57577", + "right": "issue:70172", + "accept": true, + "reason": "Same underlying bug: isolatedSession heartbeat context/session state is leaking across runs and accumulating." + }, + { + "left": "issue:57577", + "right": "issue:70173", + "accept": true, + "reason": "Same underlying bug, with matching symptom wording about isolatedSession not creating fresh heartbeat sessions." + }, + { + "left": "issue:70172", + "right": "issue:70173", + "accept": true, + "reason": "These are effectively identical issue reports with the same title and same described symptom." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 70172 and 70173 are effectively identical, and 57577\u2019s title describes the same isolatedSession/heartbeat accumulation symptom. The choice of 57577 as the canonical issue is reasonable because it is the oldest and its wording is slightly more specific. No PR-pair concerns apply." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 233, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-57875-2", + "nodes": [ + "issue:57875", + "issue:63409" + ], + "soft_pairs": [ + "issue:57875|issue:63409" + ], + "prepared_review_unit_hash": "c982c390ccce97df5abaf44ddba58bee9d98a14502d2ff5a673b5f7810f67467", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern Discord blockStreaming chunk boundaries causing formatting glitches, but they describe different symptom scopes: one is paragraph splitting mid-sentence, the other is markdown breakage inside structured elements. They are related, but not clearly the same underlying bug.", + "confidence": 0.8, + "canonical_issue_reason": "Issue 63409 is broader and better matches the underlying class of Discord streaming formatting failures; it also has much more discussion/reference activity, suggesting it is the stronger canonical tracker.", + "canonical_pr_reason": null, + "best_issue_reason": "63409 is the best issue candidate because it describes the general failure mode rather than one narrow manifestation, making it more suitable as the representative duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57875", + "right": "issue:63409", + "accept": false, + "reason": "Reject: the titles point to overlapping Discord streaming/markdown problems, but 57875 is a specific paragraph-splitting symptom while 63409 is a broader structured-element markdown corruption issue; 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": 234, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-57876-2", + "nodes": [ + "issue:57876", + "issue:62462" + ], + "soft_pairs": [ + "issue:57876|issue:62462" + ], + "prepared_review_unit_hash": "53b35e6e7601a7f5841c93001c8fd13008dd40279e068e34f201f20cb164e35b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1547, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1547, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are plausibly related because both concern the read tool being called without a path, but the packet only gives titles and a soft-similarity signal. The differing symptom descriptions (\u201ccauses crash\u201d vs \u201ccauses silent failure\u201d) are not enough to conclude they are duplicates of the same underlying bug, so this should be treated as a possible relation rather than a confirmed match.", + "confidence": 0.62, + "canonical_issue_reason": "Issue #57876 is still the better canonical issue record because it is earlier and describes the empty-path crash more concretely.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #57876 is the strongest representative for the cluster, but only as the most specific issue entry\u2014not as proof that it duplicates #62462.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57876", + "right": "issue:62462", + "accept": false, + "reason": "Related, but not enough evidence to call these the same bug. The titles describe different outcomes (crash vs silent failure), and we only have soft similarity without shared targets or other concrete linkage." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The match is too strong for the evidence in the packet. We only have the issue titles plus a soft-similarity score, and those titles differ in symptom semantics ('causes crash' vs 'causes silent failure'). It is reasonable to say they are related, but not enough to conclude they are duplicates of the same underlying bug or the same input-validation failure. Please downgrade the summary and soft-edge verdict to a more conservative 'possibly related' framing." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 235, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-57988-2", + "nodes": [ + "issue:57988", + "issue:59307" + ], + "soft_pairs": [ + "issue:57988|issue:59307" + ], + "prepared_review_unit_hash": "71bb944b2d588ad137a05c5698e1dd2e71097bad24d21ef262ef9173d5c423f4", + "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 describe the same heartbeat/read-tool failure: the read tool is invoked without a path during heartbeat polling. Issue 59307 is the more specific regression report and is the best canonical issue.", + "confidence": 0.96, + "canonical_issue_reason": "issue 59307 is the most specific report: it names the 2026.3.31 regression, the embedded agent context, and the heartbeat-poll code path, making it the best canonical issue for this bug.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 59307 is the best issue candidate because it is narrower and more diagnostic than the generic bug report in 57988, while still covering the same underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:57988", + "right": "issue:59307", + "accept": true, + "reason": "Both titles point to the same underlying bug: heartbeat polling triggers a read tool call without a path. The second issue is a more specific regression description of the first." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary stays within the packet evidence: both issue titles describe the same read-tool-without-path heartbeat failure, and 59307 is clearly the more specific regression report. The soft-edge acceptance is conservative enough given the title overlap." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 236, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-58048-2", + "nodes": [ + "issue:58048", + "issue:69005" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "d0fd486fe1565c8f4341b6deca8178f73031460f9812f1123abab55d263ad0c6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1289, + "estimated_input_tokens": 323, + "estimated_eval_tokens": 902 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1289, + "estimated_input_tokens": 323, + "estimated_eval_tokens": 902 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 237, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-58081-4", + "nodes": [ + "issue:58081", + "issue:58082", + "issue:58094", + "issue:58095" + ], + "soft_pairs": [ + "issue:58081|issue:58095", + "issue:58082|issue:58094", + "issue:58094|issue:58095" + ], + "prepared_review_unit_hash": "62b8a1c5e7541d1b1823250460ea5d1bea8a745ab42a93c8cdba76f046c4387f", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3524, + "estimated_input_tokens": 881, + "estimated_eval_tokens": 2018 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3524, + "estimated_input_tokens": 881, + "estimated_eval_tokens": 2018 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "One duplicate pair: the two `reactionGroups`/`reactions` reports describe the same underlying gh CLI bug. The other two issues are separate coding_start_workflow failures with different root causes.", + "confidence": 0.88, + "canonical_issue_reason": "58095 is the best representative: it states the user-facing coding_start_workflow failure and the exact invalid `reactions` -> `reactionGroups` fix. 58081 is the same root cause but framed more narrowly.", + "canonical_pr_reason": null, + "best_issue_reason": "58095 is the most complete and actionable issue for the shared bug, tying the symptom to coding_start_workflow and the precise field mismatch.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58081", + "right": "issue:58095", + "accept": true, + "reason": "Same underlying bug: gh uses the invalid `reactions` field and both issues point to the `reactionGroups` replacement." + }, + { + "left": "issue:58082", + "right": "issue:58094", + "accept": false, + "reason": "Different failures: one is invalid repo format when repo is unset, the other is parsing a GitHub issue URL with undefined owner/repo/number." + }, + { + "left": "issue:58094", + "right": "issue:58095", + "accept": false, + "reason": "Both mention coding_start_workflow, but the root causes differ: URL parsing vs invalid reactions field in gh output." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusions are well grounded in the packet. The 58081/58095 pair is supported by nearly identical titles pointing to the same `reactions` vs `reactionGroups` bug, and the two negative verdicts are conservative because the other issues describe different failure modes. The summary does not overstate mergeability or shared root cause 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": 238, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-58510-5", + "nodes": [ + "issue:58510", + "issue:58511", + "issue:58531", + "issue:58532", + "issue:58533" + ], + "soft_pairs": [ + "issue:58510|issue:58531", + "issue:58510|issue:58532", + "issue:58510|issue:58511", + "issue:58510|issue:58533", + "issue:58511|issue:58533", + "issue:58511|issue:58531", + "issue:58511|issue:58532", + "issue:58531|issue:58532", + "issue:58531|issue:58533", + "issue:58532|issue:58533" + ], + "prepared_review_unit_hash": "3b2473b36609a89e24331acee2c6125d0854a90995eb4664f0927b75cb7ecd2e", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 6590, + "estimated_input_tokens": 1648, + "estimated_eval_tokens": 3552 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 10, + "serialized_chars": 6590, + "estimated_input_tokens": 1648, + "estimated_eval_tokens": 3552 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster contains two distinct duplicate families: a failover-loop bug (58510/58531/58532) and a cron payload.model override bug (58511/58533). I would not merge the two families together; only the exact-title matches within each family should be accepted as duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "issue 58510 is the earliest exact-title exemplar of the larger failover-loop duplicate set (58510/58531/58532).", + "canonical_pr_reason": null, + "best_issue_reason": "No single issue cleanly represents the whole cluster because it mixes two separate bugs; if one representative must be chosen, 58510 is the strongest due to being the earliest member of the larger duplicate family.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58510", + "right": "issue:58531", + "accept": true, + "reason": "Same title and same underlying failover-loop bug; these read like direct duplicates." + }, + { + "left": "issue:58510", + "right": "issue:58532", + "accept": true, + "reason": "Same title and same underlying failover-loop bug; these read like direct duplicates." + }, + { + "left": "issue:58510", + "right": "issue:58511", + "accept": false, + "reason": "Different bug descriptions: emergency failover override vs cron sessions inheriting persisted model override." + }, + { + "left": "issue:58510", + "right": "issue:58533", + "accept": false, + "reason": "Different bug descriptions and different failure mode; not the same underlying issue." + }, + { + "left": "issue:58511", + "right": "issue:58533", + "accept": true, + "reason": "Same title and same cron/persisted-model override bug; these appear to be duplicates." + }, + { + "left": "issue:58511", + "right": "issue:58531", + "accept": false, + "reason": "Different concrete problem: cron payload.model inheritance vs emergency failover selection." + }, + { + "left": "issue:58511", + "right": "issue:58532", + "accept": false, + "reason": "Different concrete problem: cron payload.model inheritance vs emergency failover selection." + }, + { + "left": "issue:58531", + "right": "issue:58532", + "accept": true, + "reason": "Same title and same failover-loop bug; direct duplicates." + }, + { + "left": "issue:58531", + "right": "issue:58533", + "accept": false, + "reason": "Different bug families; one is failover-loop selection, the other is cron model override." + }, + { + "left": "issue:58532", + "right": "issue:58533", + "accept": false, + "reason": "Different bug families; do not merge just because both mention overload/persisted selection." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster summary is grounded in the packet: there are two exact-title duplicate families (58510/58531/58532 and 58511/58533), and the cross-family rejections are appropriately conservative given the differing titles. The representative choice and canonical issue reasoning are also consistent with the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 239, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-58783-2", + "nodes": [ + "issue:58783", + "issue:58788" + ], + "soft_pairs": [ + "issue:58783|issue:58788" + ], + "prepared_review_unit_hash": "8a948d023ef7917abec59ad7a25f65103c917b214e07e011e499b4cb114876d6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1606, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1606, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are both Telegram-related v2026.3.31 regressions, but they describe different symptoms: one misroutes exec approval timeout/failure notices into the wrong topics, the other leaks raw internal gateway log lines into direct messages. They look related at the subsystem level, not clearly the same bug.", + "confidence": 0.81, + "canonical_issue_reason": "58783 is the better representative issue because it describes the more general Telegram routing regression and the concrete wrong-destination symptom most directly.", + "canonical_pr_reason": null, + "best_issue_reason": "58783 is the strongest cluster anchor: it is explicit about the regression and the message-routing failure, while 58788 reads like a narrower manifestation.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58783", + "right": "issue:58788", + "accept": false, + "reason": "Related Telegram notification regressions, but the payloads and failure modes differ: wrong-topic routing for exec approval messages vs internal gateway log leakage into DMs. 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": 240, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-58839-2", + "nodes": [ + "issue:58839", + "issue:64180" + ], + "soft_pairs": [ + "issue:58839|issue:64180" + ], + "prepared_review_unit_hash": "d0d7e3f3294110b9c0b2a0e0fb845be8d59c8df2f4f159fbe076688f88150834", + "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 issues share a similar symptom, but they appear to be provider-specific reports rather than the same underlying bug: one covers Bedrock/Ollama/Cohere, the other llama.cpp server.", + "confidence": 0.91, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 58839 is the broader and earlier report, so it is the better representative of the cluster, but it should not be treated as a duplicate of 64180.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:58839", + "right": "issue:64180", + "accept": false, + "reason": "Reject: same general overflow symptom, but the affected providers differ and there is no evidence they share one concrete code-path bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 241, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-59372-2", + "nodes": [ + "issue:59372", + "issue:59375" + ], + "soft_pairs": [ + "issue:59372|issue:59375" + ], + "prepared_review_unit_hash": "fca9674642f22325241aa2d028be237e46a3e28c4af76dfe88f8896c515cc208", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1607, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two distinct feature requests in adjacent agent/session areas: one about making config reload graceful without aborting active sessions, the other about enabling cross-session notifications. They are only superficially similar and should not be merged as duplicates.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single canonical issue here; if forced to pick a representative, issue 59372 is the more concrete reliability-focused request, but it is still separate from 59375.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59372", + "right": "issue:59375", + "accept": false, + "reason": "Different underlying features and user outcomes: preserving active sessions during config reload vs notifying other sessions on completion. 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": 242, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-59441-4", + "nodes": [ + "issue:59441", + "issue:59452", + "issue:59453", + "issue:59456" + ], + "soft_pairs": [ + "issue:59441|issue:59456", + "issue:59452|issue:59456", + "issue:59452|issue:59453" + ], + "prepared_review_unit_hash": "2ae6d3bc8d8f947ac7aeec2fac6707139416428f564f5ac3ee79607ac9f31b44", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3526, + "estimated_input_tokens": 882, + "estimated_eval_tokens": 2020 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3526, + "estimated_input_tokens": 882, + "estimated_eval_tokens": 2020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related cron CLI scheduling issues, but they split into a concrete bug, a docs/UX wording issue, and two separate preview/dry-run feature requests. None of the soft pairs look like true duplicates of the same underlying change.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 59441 is the clearest concrete bug report: `cron add --at` mishandles time-only strings and ignores `--tz`, making it the most actionable and specific anchor for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 59441 is the best representative because it describes an actual functional defect rather than adjacent UX or feature requests.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59441", + "right": "issue:59456", + "accept": false, + "reason": "Related cron CLI surface, but 59441 is a runtime bug in `--at`/`--tz` handling while 59456 is a help-text/docs clarification. Different underlying fixes." + }, + { + "left": "issue:59452", + "right": "issue:59456", + "accept": false, + "reason": "Both mention schedule expressions, but 59452 asks for dry-run validation and 59456 asks for wording changes. Not the same change." + }, + { + "left": "issue:59452", + "right": "issue:59453", + "accept": false, + "reason": "Both are preview-oriented features, but one is for `cron add` and the other for `cron edit`; they are separate UX requests and not one concrete fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 243, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-59625-2", + "nodes": [ + "issue:59625", + "issue:59626" + ], + "soft_pairs": [ + "issue:59625|issue:59626" + ], + "prepared_review_unit_hash": "f7031f13a0ca7c38a80b2fe73e10c0544a7c255f01147c2fd7e2843b5d678562", + "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 appear to be the same bug report: both describe the obfuscation scanner incorrectly blocking commands even when `tools.exec.security: full` is set. The second title only adds a release/version qualifier.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #59625 is the cleaner canonical report: it states the bug without version-specific decoration and reads like the broader duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #59625 is a good representative of the cluster because it names the concrete failure mode clearly and is not tied to a single release tag.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59625", + "right": "issue:59626", + "accept": true, + "reason": "Titles match the same concrete bug; the version suffix in #59626 does not indicate a different underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The analyst output is grounded in the packet: both issue titles describe the same bug, and the only difference is the version qualifier in #59626. The soft-edge acceptance is conservative enough given the extremely high similarity and lack of evidence for a distinct underlying issue." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 244, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-59895-2", + "nodes": [ + "issue:59895", + "issue:59896" + ], + "soft_pairs": [ + "issue:59895|issue:59896" + ], + "prepared_review_unit_hash": "5bc82557fc543dfce395b77c557c3a74ea9e70d8cd206c8131c6f9c0d2729889", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1528, + "estimated_input_tokens": 382, + "estimated_eval_tokens": 1020 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1528, + "estimated_input_tokens": 382, + "estimated_eval_tokens": 1020 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like two separate feature requests around session management, not the same underlying bug/change. One is about pulling Discord channel history during agent session boot; the other is about auto-saving state on session lifecycle events.", + "confidence": 0.96, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59895", + "right": "issue:59896", + "accept": false, + "reason": "Different functionality and trigger points: Discord history ingestion at boot vs automatic state persistence on lifecycle events. They do not describe the same code-path or a single mergeable change." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 245, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-59900-3", + "nodes": [ + "issue:59900", + "issue:66922", + "issue:68659" + ], + "soft_pairs": [ + "issue:59900|issue:66922", + "issue:59900|issue:68659", + "issue:66922|issue:68659" + ], + "prepared_review_unit_hash": "2624b2e5f02731deba5f5d91bb894a0ac87269c97157195b0799d4bad7f559af", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 3005, + "estimated_input_tokens": 752, + "estimated_eval_tokens": 1760 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 3005, + "estimated_input_tokens": 752, + "estimated_eval_tokens": 1760 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "#59900 and #68659 look like the same underlying bug report about grok-4-1-fast-reasoning ignoring workspace IDENTITY.md behavioral rules. #66922 is related by title/topic, but the pairwise evidence is too weak to confidently mark it as a duplicate in this cluster, so the clustering should be treated as tentative rather than fully merged.", + "confidence": 0.83, + "canonical_issue_reason": "#59900 is still the best canonical issue anchor: it is the earliest report, has the strongest engagement signal, and is part of the strongest duplicate-looking pair with #68659.", + "canonical_pr_reason": null, + "best_issue_reason": "#59900 is the best global issue candidate because it is the clearest anchor for the shared bug and has the strongest inbound-reference/discussion signal among the three.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:59900", + "right": "issue:66922", + "accept": false, + "reason": "The titles match exactly, but the body overlap is weak and the only evidence is soft_similarity with low Jaccard (~0.25). That is not enough to conservatively call them the same bug." + }, + { + "left": "issue:59900", + "right": "issue:68659", + "accept": true, + "reason": "This pair has very high textual similarity and near-identical bug framing, so they look like the same underlying issue report." + }, + { + "left": "issue:66922", + "right": "issue:68659", + "accept": false, + "reason": "Despite the same title, the overlap is only soft_similarity with low Jaccard (~0.25), so the evidence does not support a confident duplicate judgment." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The canonical issue choice is plausible, but the soft-edge verdicts are too strong for the evidence. Only 59900|68659 has very high similarity; 59900|66922 and 66922|68659 have low Jaccard (~0.25) and only soft_similarity, so calling all three the same bug/duplicate set is not conservative enough. Please downgrade those pairwise verdicts or qualify the clustering as tentative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 246, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-60364-3", + "nodes": [ + "issue:60364", + "issue:60887", + "issue:60892" + ], + "soft_pairs": [ + "issue:60364|issue:60887", + "issue:60364|issue:60892", + "issue:60887|issue:60892" + ], + "prepared_review_unit_hash": "d3212a0f1b199a014db022eb287c5755fed68ee216e7127ad3d422504d673e34", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2783, + "estimated_input_tokens": 696, + "estimated_eval_tokens": 1648 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2783, + "estimated_input_tokens": 696, + "estimated_eval_tokens": 1648 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues appear to be duplicates of the same stale_running ledger cleanup bug, with identical titles and near-identical descriptions.", + "confidence": 0.99, + "canonical_issue_reason": "issue:60892 is the best canonical representative because it has the same problem statement as the others and slightly higher discussion activity, suggesting the most context.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:60892 is the strongest single issue to keep as the cluster representative for this bug report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60364", + "right": "issue:60887", + "accept": true, + "reason": "Same title and highly similar report text; both describe stale_running tasks stuck in the ledger and unable to be cleared." + }, + { + "left": "issue:60364", + "right": "issue:60892", + "accept": true, + "reason": "Same underlying bug report with matching title and near-identical description." + }, + { + "left": "issue:60887", + "right": "issue:60892", + "accept": true, + "reason": "These look like duplicate reports of the exact same stale_running ledger issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The cluster is well grounded in the packet: all three issues have the same title, strong soft-similarity scores, and 60892 does have the highest discussion activity among them. The pairwise duplicate verdicts are conservative enough given the evidence, especially the very high similarity between 60887 and 60892." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 247, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-60549-2", + "nodes": [ + "issue:60549", + "issue:67201" + ], + "soft_pairs": [ + "issue:60549|issue:67201" + ], + "prepared_review_unit_hash": "30a3caab34d5175d0c467535d409ba1cbdcda88114e5ec8800d02e797153b6cd", + "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 issues both mention session/context loss, but they describe different failure modes and triggers: reconnecting to a gateway with an existing TUI session versus a Telegram group session resetting daily without a gateway restart. They do not look like the same underlying bug.", + "confidence": 0.62, + "canonical_issue_reason": "issue #60549 is the more concrete and specific report, with an explicit error ('No session found') and a clear reconnect scenario.", + "canonical_pr_reason": null, + "best_issue_reason": "#60549 is the best representative issue because it pinpoints a precise code-path symptom and reproduction, making it easier to triage and map to a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60549", + "right": "issue:67201", + "accept": false, + "reason": "Both are about sessions losing state, but one is a reconnect/gateway lookup failure and the other is a daily reset in Telegram groups; the triggers and likely root causes differ, so this is 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": 248, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-60891-2", + "nodes": [ + "issue:60891", + "issue:63315" + ], + "soft_pairs": [ + "issue:60891|issue:63315" + ], + "prepared_review_unit_hash": "1c6e550ef32593d1428f27573075be72098d788b6b05759fa5457acfde5ef529", + "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 two issues share only a generic \"JSON parse error\" theme, but they describe different subsystems and failure modes: Feishu message dispatch crashing on quoted-message parsing vs Control UI tool output parsing with multiline/special-character content. They should not be clustered as duplicates.", + "confidence": 0.93, + "canonical_issue_reason": "No clear canonical issue: the reports are about different products/components and different parsing paths, so they do not appear to be the same underlying bug.", + "canonical_pr_reason": null, + "best_issue_reason": "If a representative is needed, issue 60891 is the more concrete bug report because it names the affected Feishu code path and the user-visible crash behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60891", + "right": "issue:63315", + "accept": false, + "reason": "Both mention JSON parsing, but one is Feishu fetchQuotedMessage crashing dispatch and the other is Control UI tool-output parsing in multiline/special-character cases; different components and failure paths." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 249, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-60983-2", + "nodes": [ + "issue:60983", + "issue:64056" + ], + "soft_pairs": [ + "issue:60983|issue:64056" + ], + "prepared_review_unit_hash": "93f7e97c3fa69da1565f3136402561af464de93d8fc10fb98a24fb0eef2c969b", + "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": "These issues are closely related to Telegram message chunking, but they appear to describe different announcement paths (cron delivery vs subagent completion/exec approvals), so I would not treat them as the same duplicate bug.", + "confidence": 0.84, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "64056 is the better representative of the cluster because it explicitly describes the chunking bypass and names the affected Telegram announcement paths, while 60983 is a narrower cron-specific symptom report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:60983", + "right": "issue:64056", + "accept": false, + "reason": "Same general Telegram chunking theme, but the reported failures are on different concrete notification paths; too broad to merge as one duplicate bug." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 250, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61083-2", + "nodes": [ + "issue:61083", + "issue:61677" + ], + "soft_pairs": [ + "issue:61083|issue:61677" + ], + "prepared_review_unit_hash": "c02a228bca447d30315d6c5768978fa598eb19f4398adc75b5b72858d4e18547", + "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": "The two issues are only loosely similar showcase/feature requests, not duplicates of the same underlying bug or change.", + "confidence": 0.95, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No clear canonical issue: the titles describe different showcase requests (Chinese novel writing + news briefing vs a novel-writer suite) with no shared targets or concrete overlap.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61083", + "right": "issue:61677", + "accept": false, + "reason": "Similar marketing language, but the requested capabilities are different and there is no evidence they refer to the same underlying task 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": 251, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61123-2", + "nodes": [ + "issue:61123", + "issue:61125" + ], + "soft_pairs": [ + "issue:61123|issue:61125" + ], + "prepared_review_unit_hash": "33ac0da3fcb66716802a268d8c88d32490f50ec99f11498ef09b8d737433d4f1", + "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 closed issues are very likely duplicates: they share the exact same title and highly similar body text for the same feature request, but the packet only provides soft text-similarity evidence, so this should be treated as a likely duplicate rather than a definitive match.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 61123 is the better canonical placeholder because it was created slightly earlier and has more inbound references/discussion activity, which makes it the stronger anchor if these are merged as duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 61123 is the best issue representative for the same reasons: it is earlier and has somewhat more community activity, so it is the more useful duplicate target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61123", + "right": "issue:61125", + "accept": true, + "reason": "Accept as a likely duplicate: the titles are identical and the bodies are very similar, indicating the same underlying feature request, but the evidence is soft-only so the match should remain probabilistic." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair looks highly similar, but the packet only provides soft_similarity evidence (no explicit links or shared targets), so the verdict should stay probabilistic rather than definitive. The summary and soft-edge note overstate certainty with phrases like \"true duplicate pair\" and confidence 0.99. Please downgrade to a conservative \"likely duplicate\" assessment." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 252, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61371-2", + "nodes": [ + "issue:61371", + "issue:63589" + ], + "soft_pairs": [ + "issue:61371|issue:63589" + ], + "prepared_review_unit_hash": "ec7080292c3bade341766dab8da2d09ad4d683bcbaaef624ec8b377226f67f55", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 253, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61629-2", + "nodes": [ + "issue:61629", + "issue:61632" + ], + "soft_pairs": [ + "issue:61629|issue:61632" + ], + "prepared_review_unit_hash": "48344ab3ae62c7464f2e8ff339b1586625dd59ed41d63b865116b833f3596285", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1534, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1534, + "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 issues are near-perfect duplicates: same title, same apparent body size, and no distinguishing metadata. Either could be the canonical record, but the earlier issue is the safest choice.", + "confidence": 0.99, + "canonical_issue_reason": "issue #61629 is slightly earlier and otherwise indistinguishable from #61632, so it is the best canonical duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#61629 is the strongest issue to keep as the primary record because it appears first and has the same content as #61632.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61629", + "right": "issue:61632", + "accept": true, + "reason": "Same title and no meaningful differentiators; these appear to be the same underlying bug report." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The conclusion is grounded in the packet: both issues have the same title, identical body length, and no links, diffs, or other distinguishing metadata beyond a one-minute creation-time difference. The duplicate/canonical choice is conservative and the soft-edge accept is justified." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 254, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61639-3", + "nodes": [ + "issue:61639", + "issue:64526", + "issue:72763" + ], + "soft_pairs": [ + "issue:61639|issue:64526", + "issue:64526|issue:72763" + ], + "prepared_review_unit_hash": "25f58f822295d1517711f906f5cecfc23d865e92e5bc21090933d8204bd43382", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2396, + "estimated_input_tokens": 599, + "estimated_eval_tokens": 1454 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2396, + "estimated_input_tokens": 599, + "estimated_eval_tokens": 1454 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 255, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61691-2", + "nodes": [ + "issue:61691", + "issue:65339" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "0c05c3f801228dcd0516e54569aa41e949396b018544ec1e6c7ff276bf1e47d9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1296, + "estimated_input_tokens": 324, + "estimated_eval_tokens": 904 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1296, + "estimated_input_tokens": 324, + "estimated_eval_tokens": 904 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues describe the same feature request: retry the same model with backoff before falling back to a backup chain. They are duplicate-candidates for the same underlying change request.", + "confidence": 0.96, + "canonical_issue_reason": "#61691 is the earlier, cleaner formulation of the feature and reads like the primary report for the request.", + "canonical_pr_reason": null, + "best_issue_reason": "#61691 is the best single issue to keep because its title is concise and directly describes the desired behavior without the extra reopen/reference framing.", + "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": 256, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61730-3", + "nodes": [ + "issue:61730", + "issue:61731", + "issue:62781" + ], + "soft_pairs": [ + "issue:61730|issue:62781", + "issue:61731|issue:62781" + ], + "prepared_review_unit_hash": "d45fa1f042c6bedf8a7c455bb64501e92d3bbf262ea6845290977374232432c5", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2546, + "estimated_input_tokens": 637, + "estimated_eval_tokens": 1530 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2546, + "estimated_input_tokens": 637, + "estimated_eval_tokens": 1530 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues point to the same crash in `notifyActiveTaskWaiters()` when `activeTaskWaiters` is undefined. The later issue is the most direct and general description, so it should serve as the cluster anchor.", + "confidence": 0.92, + "canonical_issue_reason": "Issue #62781 most precisely describes the underlying bug (`notifyActiveTaskWaiters()` crashing because `activeTaskWaiters` is undefined) without narrowing it to a specific scenario, making it the best canonical issue for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#62781 is the clearest and most general report of the crash, and it maps directly to the same function/error seen in the other issues.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61730", + "right": "issue:62781", + "accept": true, + "reason": "Both describe the same `notifyActiveTaskWaiters()` TypeError caused by undefined waiter state; #61730 just adds the gateway restart-loop context." + }, + { + "left": "issue:61731", + "right": "issue:62781", + "accept": true, + "reason": "These are the same crash signature in the same function, with #61731 using a stack-trace-style title and #62781 naming the undefined `activeTaskWaiters` cause." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three issues reference the same function (`notifyActiveTaskWaiters`) and the same undefined/TypeError crash pattern, with #62781 being the most explicit description. The soft-edge accepts are conservative given the shared function and matching symptom language, and nothing appears overstated." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 257, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61820-2", + "nodes": [ + "issue:61820", + "issue:66138" + ], + "soft_pairs": [ + "issue:61820|issue:66138" + ], + "prepared_review_unit_hash": "34382c1c01bdd682227701967415406bc86a5904128d15ad025fb372281be422", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "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 are both high-level UX feature requests, but they do not appear to describe the same underlying bug or change. #61820 is a specific workflow problem around adding new channels and the onboarding flow, while #66138 is a broad, aspirational UX overhaul request.", + "confidence": 0.86, + "canonical_issue_reason": "#61820 is the more concrete and actionable report: it names a specific user flow (connecting new channels) and a plausible fix direction.", + "canonical_pr_reason": null, + "best_issue_reason": "#61820 is the best issue candidate because it is narrowly scoped, describes an identifiable problem, and is more likely to support implementation or triage than the generic UX vision in #66138.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:61820", + "right": "issue:66138", + "accept": false, + "reason": "Both are UX-related feature requests, but they are not the same underlying change; #61820 targets channel-connection onboarding behavior, while #66138 is a broad general configuration/UX proposal." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 258, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-61984-2", + "nodes": [ + "issue:61984", + "issue:61993" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "cf16ca971a33ccbb127305bbb0f0f1d051d9a7709f75fd2786393bf5b5b08dc3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1325, + "estimated_input_tokens": 332, + "estimated_eval_tokens": 920 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1325, + "estimated_input_tokens": 332, + "estimated_eval_tokens": 920 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two items are near-exact duplicate documentation issues with the same title and overlapping discussion, so they should be clustered together as the same issue.", + "confidence": 0.99, + "canonical_issue_reason": "Issue #61984 is the better canonical because it has slightly more inbound references, suggesting broader linkage, while having the same title and apparent scope as #61993.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #61984 is the strongest representative: identical subject, closed duplicate-like pair, and marginally higher inbound references.", + "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": 259, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62035-2", + "nodes": [ + "issue:62035", + "issue:72035" + ], + "soft_pairs": [ + "issue:62035|issue:72035" + ], + "prepared_review_unit_hash": "5842c4e6018887014d874cacf417c558114b8cb7e0d3bf3874628f891d426b33", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same tasks-audit bug: false inconsistent_timestamps warnings when startedAt is a few milliseconds before createdAt for otherwise successful tasks.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #62035 is the earlier report and clearly states the core failure mode with the precise condition.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #62035 is the best representative because it is specific, concise, and directly captures the underlying bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62035", + "right": "issue:72035", + "accept": true, + "reason": "Same underlying bug and same timing condition; the second issue is a rephrasing/duplicate of the first rather than a distinct problem." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issue titles describe the same tasks audit inconsistent_timestamps false-positive triggered when startedAt is a few milliseconds before createdAt. The soft-edge acceptance is conservative given the near-identical wording, and no unsupported claims are made beyond what the titles indicate." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 260, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62102-3", + "nodes": [ + "issue:62102", + "issue:69137", + "issue:72313" + ], + "soft_pairs": [ + "issue:62102|issue:72313", + "issue:69137|issue:72313" + ], + "prepared_review_unit_hash": "872ce52b94f32d978452f6bbb572a561c4f7bde7a1e016688f9c468ac3afcb4f", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2564, + "estimated_input_tokens": 641, + "estimated_eval_tokens": 1538 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2564, + "estimated_input_tokens": 641, + "estimated_eval_tokens": 1538 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues describe the same Paperclip bug: the adapter injects an unsupported top-level/root-level `paperclip` field into agent params, which the agent schema rejects. Issue #72313 is the most explicit formulation of the failure mode.", + "confidence": 0.9, + "canonical_issue_reason": "#72313 is the clearest and most specific report: it names the rejecting schema (`AgentParamsSchema` / `additionalProperties: false`) and the offending `paperclip` property, making it the best canonical issue for this duplicate set.", + "canonical_pr_reason": null, + "best_issue_reason": "#72313 best captures the underlying bug with the most precise validation context, while #62102 and #69137 are looser variants of the same adapter-schema mismatch.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62102", + "right": "issue:72313", + "accept": true, + "reason": "Same underlying defect: Paperclip adapter emits an unsupported `paperclip` field and the agent params schema rejects it. The title wording differs, but the bug is the same." + }, + { + "left": "issue:69137", + "right": "issue:72313", + "accept": true, + "reason": "Both reports describe the same root problem: the Paperclip adapter adds a root-level `paperclip` field that violates the published agent schema." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three issue titles describe the same Paperclip adapter emitting a `paperclip` field that the agent schema rejects, and #72313 is the most specific formulation. The soft-edge acceptances are conservative enough given the metadata available." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 261, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62152-2", + "nodes": [ + "issue:62152", + "issue:62154" + ], + "soft_pairs": [ + "issue:62152|issue:62154" + ], + "prepared_review_unit_hash": "8060b5ee0fa70c00ccc81d94a76a5ed6102d4a7d32be8db5dfc92e5a86573e2b", + "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 two closed issues have identical titles and moderate textual overlap, so they are likely related feature requests, but the evidence is not strong enough to confirm they are duplicates. Issue 62152 is the better representative because it appears to carry the fuller context.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 62152 is the better canonical issue because it has the same title as 62154 and appears to provide the richer source of context, even though duplicate status is not proven.", + "canonical_pr_reason": null, + "best_issue_reason": "62152 is the best issue overall because it is the stronger representative of this topic and likely contains more actionable detail than 62154.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62152", + "right": "issue:62154", + "accept": false, + "reason": "Same title and moderate similarity indicate a likely relationship, but with no body text shown and only soft similarity evidence, duplicate status is not established." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet only supports a soft similarity signal: same title plus moderate Jaccard overlap, with no body text shown and deterministic_accept=false. The analyst overstates the evidence by calling them duplicate reports with strongly overlapping intent and by accepting the soft edge as a duplicate. A more conservative conclusion would be that they are likely related, not proven duplicates." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 262, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62377-3", + "nodes": [ + "issue:62377", + "issue:63188", + "issue:63210" + ], + "soft_pairs": [ + "issue:63188|issue:63210", + "issue:62377|issue:63188" + ], + "prepared_review_unit_hash": "77be1ea2cce0b0d0f21b21ab10ae956d94c72299d1c33d593493c18f0c86e422", + "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": "Issues 63188 and 63210 both describe recovering from stopReason=\"length\" / output truncation in agent sessions and appear to be the same underlying feature. Issue 62377 is about retry escalation after repeated tool failures and is unrelated.", + "confidence": 0.87, + "canonical_issue_reason": "issue:63210 is the better canonical issue because it states the broader recovery behavior for main agent sessions and appears slightly more general while still matching the same length-truncation problem.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63210 is the strongest representative of the cluster: it is the broadest, most directly descriptive of the truncation-recovery problem, and aligns with the other length-stopReason issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63188", + "right": "issue:63210", + "accept": true, + "reason": "Same underlying bug/change: both are about detecting stopReason=\"length\" and continuing/recovering from output truncation in agent sessions; the wording differs mainly by scope/configurability." + }, + { + "left": "issue:62377", + "right": "issue:63188", + "accept": false, + "reason": "Different problem space: 62377 is about Bayesian retry escalation after repeated tool failures, not output truncation or stopReason=\"length\" recovery." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: 63188 and 63210 both concern stopReason:\"length\" truncation recovery in agent sessions, and 62377 is a different retry-escalation feature. The soft-edge verdicts are conservative and match the titles/evidence shown." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 263, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62460-2", + "nodes": [ + "issue:62460", + "issue:63626" + ], + "soft_pairs": [ + "issue:62460|issue:63626" + ], + "prepared_review_unit_hash": "c743e98f9638c66c484692afe6e9f534c66fec2471dbc9c7c470c99221242139", + "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 are related to qmd embed startup behavior, but they are not the same underlying request/bug. One asks for a new `memory.qmd.update.embedOnBoot` option to skip embedding during startup, while the other reports that `memory.qmd.update.embedInterval` is ineffective and embedding runs regardless of the interval setting.", + "confidence": 0.93, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63626 is the more concrete bug report: it identifies a specific configuration (`memory.qmd.update.embedInterval`) that does not work as intended and describes the observed failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62460", + "right": "issue:63626", + "accept": false, + "reason": "Do not merge: 62460 is a feature request for a new boot-time skip option, while 63626 is a bug about an existing interval setting being ignored. Same subsystem, but different underlying change/defect." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 264, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62562-3", + "nodes": [ + "issue:62562", + "issue:62755", + "issue:63221" + ], + "soft_pairs": [ + "issue:62562|issue:62755", + "issue:62562|issue:63221", + "issue:62755|issue:63221" + ], + "prepared_review_unit_hash": "6615afda399349b1ea8cc058e3a4d8323c7975b816533e0a36b42803c204fde6", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2815, + "estimated_input_tokens": 704, + "estimated_eval_tokens": 1664 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2815, + "estimated_input_tokens": 704, + "estimated_eval_tokens": 1664 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are highly likely duplicates: all three center on `sessions_spawn` reporting `modelApplied:true` while a stale resumed model is running, with only minor wording differences in the titles. #62562 is the earliest representative, but the evidence here is mostly title/metadata-level rather than body text.", + "confidence": 0.86, + "canonical_issue_reason": "#62562 is the earliest report and has the closest exact title match, so it is the best canonical issue representative for this likely-duplicate cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "#62562 is the best issue representative because it is earliest and its title matches the shared problem statement most directly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62562", + "right": "issue:62755", + "accept": true, + "reason": "The titles are effectively the same and both point to the same `sessions_spawn` stale-resume `modelApplied:true` behavior, so this looks like a duplicate pair." + }, + { + "left": "issue:62562", + "right": "issue:63221", + "accept": true, + "reason": "This is a near-verbatim title match with only a small wording change, indicating the same reported issue and making it a likely duplicate." + }, + { + "left": "issue:62755", + "right": "issue:63221", + "accept": true, + "reason": "Both titles describe the same `sessions_spawn` stale-resume `modelApplied:true` problem, with only minor phrasing differences, so they appear duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster is plausible, but the writeup is too certain for the evidence in the packet. The packet only shows highly similar titles and metadata; it does not expose the bodies, and the soft-pair signals are explicitly non-deterministic (`deterministic_accept: false`). Phrases like \"same underlying bug,\" \"clear duplicate,\" and \"identical\" overstate what is grounded here. A more conservative summary would say these are likely duplicates based on near-verbatim titles, with #62562 as the earliest representative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 265, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62563-2", + "nodes": [ + "issue:62563", + "issue:63220" + ], + "soft_pairs": [ + "issue:62563|issue:63220" + ], + "prepared_review_unit_hash": "2bc9a72c06da8451e8da931ebba333c536f9a12b47f1e67ff00d45357d427aad", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1627, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1627, + "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 closed issues look highly similar and are likely duplicates or closely related reports about `pi-agent-core` `Agent.processEvents` after an abort/timeout, but the packet does not justify treating them as definitively the same underlying bug. The title wording differs enough that the safer triage is to keep them linked as related, not merged as a confirmed duplicate pair.", + "confidence": 0.67, + "canonical_issue_reason": "#63220 is the better canonical anchor if one must be chosen: it has more inbound references and the more specific failure description, but the evidence is still not strong enough to say it is definitively the same bug as #62563.", + "canonical_pr_reason": null, + "best_issue_reason": "#63220 is the best representative issue for the cluster because it is the more detailed report and has more apparent external reference activity, though it should be treated as a likely duplicate/related report rather than a fully confirmed restatement.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62563", + "right": "issue:63220", + "accept": false, + "reason": "Insufficient evidence to confirm the same underlying bug: the only signals are very similar titles/body length and soft similarity. The symptom phrasing is not identical, there are no explicit links or shared targets, and no file-level evidence is present. This is better treated as a likely duplicate or related report, not a confirmed mergeable pair." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the packet. The evidence only shows a highly similar title/body length pair with one issue having more inbound references and a different symptom in the title. That supports a likely duplicate or closely related report, but not confidently that they are the same underlying bug or that #63220 is definitively a more specific restatement. The soft-edge accept should be more conservative or left unresolved." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 266, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62628-5", + "nodes": [ + "issue:62628", + "issue:62630", + "issue:62631", + "issue:62632", + "issue:62642" + ], + "soft_pairs": [ + "issue:62628|issue:62630", + "issue:62628|issue:62631", + "issue:62628|issue:62632", + "issue:62628|issue:62642", + "issue:62630|issue:62631", + "issue:62630|issue:62642", + "issue:62631|issue:62632", + "issue:62631|issue:62642", + "issue:62632|issue:62642" + ], + "prepared_review_unit_hash": "d14204f5eaa3a17866288edd5c5aebe5794a001eb0ba82af772f20fafa0dd75f", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 9, + "serialized_chars": 6218, + "estimated_input_tokens": 1555, + "estimated_eval_tokens": 3366 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 9, + "serialized_chars": 6218, + "estimated_input_tokens": 1555, + "estimated_eval_tokens": 3366 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster still looks like one issue family: all five reports share the same title and failure mode, and 62630\u219462632 has explicit duplicate-reference support. I\u2019d keep 62632 as the canonical issue, but treat the other pairwise links as likely duplicates rather than proven ones.", + "confidence": 0.9, + "canonical_issue_reason": "issue:62632 is a strong canonical thread: it has the highest discussion activity/inbound references and one explicit duplicate-reference link, while matching the cluster title exactly.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:62632 is the best representative for the cluster because it is the most referenced and centrally connected report for this same Docker-to-host migration failure.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62628", + "right": "issue:62630", + "accept": true, + "reason": "Same exact title and same migration/EACCES theme; likely the same underlying bug, though only soft similarity is visible here." + }, + { + "left": "issue:62628", + "right": "issue:62631", + "accept": true, + "reason": "Identical title and very close failure description; looks like a likely duplicate, but the evidence shown is only soft similarity." + }, + { + "left": "issue:62628", + "right": "issue:62632", + "accept": true, + "reason": "Same cluster title and failure mode; likely duplicate, but the body details are not shown here." + }, + { + "left": "issue:62628", + "right": "issue:62642", + "accept": true, + "reason": "Identical title and same runtime breakage; likely the same issue, with only soft similarity available in the packet." + }, + { + "left": "issue:62630", + "right": "issue:62631", + "accept": true, + "reason": "Same exact title and same bug shape; highly likely duplicate reports based on the visible metadata." + }, + { + "left": "issue:62630", + "right": "issue:62642", + "accept": true, + "reason": "Same title and same Docker-to-host path-leak/EACCES symptom set; likely duplicate, though not proven from bodies alone." + }, + { + "left": "issue:62631", + "right": "issue:62632", + "accept": true, + "reason": "Identical title and same failure mode; looks like a likely duplicate based on the visible metadata." + }, + { + "left": "issue:62631", + "right": "issue:62642", + "accept": true, + "reason": "Same exact title and same runtime failure; likely the same underlying bug, but only soft similarity is shown." + }, + { + "left": "issue:62632", + "right": "issue:62642", + "accept": true, + "reason": "Same title and same migration leak/EACCES pattern; likely duplicate, with no body text shown for deeper confirmation." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level choice is mostly grounded, but the soft-edge verdicts overstate the evidence. In the packet, most pairs only have soft_similarity, not deterministic duplicate evidence, and the bodies are not shown\u2014so \u201csame exact bug report,\u201d \u201cclear duplicates,\u201d and similar wording is too strong. A more conservative stance would be that these issues are highly similar and likely duplicates, with only issue:62630|issue:62632 having explicit duplicate_reference support. The canonical issue pick of issue:62632 is reasonable, but the pairwise acceptances need to be softened." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 267, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62760-2", + "nodes": [ + "issue:62760", + "issue:65601" + ], + "soft_pairs": [ + "issue:62760|issue:65601" + ], + "prepared_review_unit_hash": "e5d30a3f15b13a06be8ca7a0b88925f8874ddb6902b377fd4df1e207320c1772", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1646, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1646, + "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 closed issues are only superficially similar: both describe a \"second attempt fails\" pattern, but they point to different subsystems and failure modes (sessions_spawn gateway timeout vs. voice-call media-stream WebSocket state not resetting).", + "confidence": 0.94, + "canonical_issue_reason": "Issue #62760 is the more concrete, narrowly scoped report about a reproducible timeout on the second sessions_spawn call, with a clear first-success/subsequent-fail pattern.", + "canonical_pr_reason": null, + "best_issue_reason": "#62760 is the better representative for the cluster because it has the cleaner, more specific bug description and less subsystem ambiguity than the voice-call/WebSocket report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62760", + "right": "issue:65601", + "accept": false, + "reason": "Reject: the titles and implied code paths differ substantially. #62760 is about sessions_spawn timing out on later spawns, while #65601 is about a voice-call media-stream WebSocket handler not being reset after disconnect. Similar symptom shape, 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": 268, + "component_count": 378, + "review_unit_index": 1, + "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": 269, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-62928-2", + "nodes": [ + "issue:62928", + "issue:62929" + ], + "soft_pairs": [ + "issue:62928|issue:62929" + ], + "prepared_review_unit_hash": "5af8f5a50f330bb6bf34abc6cccc120a2a60bc917437f1bccab47d991aa4c3d2", + "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 describe the same bug: session content disappears from the UI while Heartbeat runs. The English report is the clearest canonical issue.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 62929 is the clearest canonical report: it states the bug explicitly in English and matches the behavior described by 62928.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 62929 is best suited for global tracking because its title is specific, readable, and directly describes the underlying UI disappearance problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:62928", + "right": "issue:62929", + "accept": true, + "reason": "Same underlying bug described in two languages; both refer to session content vanishing from the UI during Heartbeat execution." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both titles describe the same Heartbeat-related UI disappearance bug, and selecting the English report as the canonical issue is reasonable. The soft-edge acceptance is conservative enough given the direct title match and the absence of conflicting evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 270, + "component_count": 378, + "review_unit_index": 1, + "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": 271, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63301-2", + "nodes": [ + "issue:63301", + "issue:68657" + ], + "soft_pairs": [ + "issue:63301|issue:68657" + ], + "prepared_review_unit_hash": "510e4ac08865f2df9a2cfea50a527e227376ca492944e091b88d80da515461ec", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1559, + "estimated_input_tokens": 390, + "estimated_eval_tokens": 1036 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1559, + "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 look like a likely duplicate pair: they have identical titles and very high text similarity, suggesting the same OpenClaw Model Registry gap, though the packet does not conclusively establish near-verbatim bodies or a fully confirmed shared root cause.", + "confidence": 0.84, + "canonical_issue_reason": "#63301 is the older report and is the better canonical issue to keep, since it likely represents the same underlying bug as #68657.", + "canonical_pr_reason": null, + "best_issue_reason": "#63301 is the strongest representative because it predates #68657 and appears to describe the same issue, but the match should be treated as likely rather than definitively proven.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63301", + "right": "issue:68657", + "accept": true, + "reason": "Identical titles plus very high body similarity make this a plausible duplicate pair, though the evidence is more suggestive than conclusive." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair looks like a plausible duplicate, but the analyst is slightly overconfident for a soft-similarity match: the packet only gives identical titles and a high Jaccard score, not direct evidence of \"near-verbatim\" bodies or a definitively shared root cause. The duplicate verdict 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": 272, + "component_count": 378, + "review_unit_index": 1, + "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": 273, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63352-2", + "nodes": [ + "issue:63352", + "issue:64426" + ], + "soft_pairs": [ + "issue:63352|issue:64426" + ], + "prepared_review_unit_hash": "f13e3b75fc1e0d61abb7056234c19aa37cf8ec230f93d94e8c6660a45f7533c0", + "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": "Both items describe reread-loop mitigation in AI/exec-style tooling, but they target different layers and likely different fixes: one is a soft loop detector in exec runtime, the other is a same-turn guard in the first-class read tool. Related theme, not the same underlying issue.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 63352 is the better canonical issue because it is broader and more directly framed as the runtime loop-detection problem; it can subsume narrower reread-guard ideas.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63352 is the best representative because it names the core failure mode (repeated reread loops causing quota/timeouts) and the runtime-level mitigation direction.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63352", + "right": "issue:64426", + "accept": false, + "reason": "They share a general reread-throttling theme, but 63352 is about a soft repeated file-reread detector in exec runtime while 64426 is a same-turn guard for the first-class read tool; these are distinct code paths and could land as separate changes." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 274, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63357-4", + "nodes": [ + "issue:63357", + "issue:63394", + "issue:63398", + "issue:63399" + ], + "soft_pairs": [ + "issue:63394|issue:63398", + "issue:63394|issue:63399", + "issue:63357|issue:63399", + "issue:63398|issue:63399" + ], + "prepared_review_unit_hash": "cfc3f24abba54ae93484a96538f6ff3142f3f5d2604b80f515118eefdfd830fe", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3793, + "estimated_input_tokens": 949, + "estimated_eval_tokens": 2154 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3793, + "estimated_input_tokens": 949, + "estimated_eval_tokens": 2154 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like four separate bugs that only share broad MCP/agent-runtime context, not the same underlying defect. The security/filtering issue is the broadest, but this is not a true duplicate cluster.", + "confidence": 0.93, + "canonical_issue_reason": "issue:63399 is the broadest and most severe MCP-related bug in the set, but it still represents a distinct problem rather than a duplicate of the others.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:63399 is the strongest representative for this cluster because it affects MCP tool access control and has the widest security impact, even though the other issues are unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63394", + "right": "issue:63398", + "accept": false, + "reason": "Env propagation at spawn time and OpenAI schema validation are different failure modes in different parts of the stack." + }, + { + "left": "issue:63394", + "right": "issue:63399", + "accept": false, + "reason": "Dropping MCP server env vars is a configuration/spawn bug; bypassing tools.allow/tools.deny is an authorization/filtering bug." + }, + { + "left": "issue:63357", + "right": "issue:63399", + "accept": false, + "reason": "Per-turn startup latency on CPU-only systems is unrelated to MCP tool filtering and access control." + }, + { + "left": "issue:63398", + "right": "issue:63399", + "accept": false, + "reason": "Schema rejection by OpenAI for one MCP server is a tool-schema compatibility issue, not the same as per-agent tool allow/deny bypass." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 275, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63410-2", + "nodes": [ + "issue:63410", + "issue:66920" + ], + "soft_pairs": [ + "issue:63410|issue:66920" + ], + "prepared_review_unit_hash": "54b1179e627d70ca7b214a8f8e254ce855f53d5583dd0416fc7f4afb542e920e", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1640, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1640, + "estimated_input_tokens": 410, + "estimated_eval_tokens": 1076 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern WhatsApp reconnect/408 instability, but one is about the session timeout loop and keepalive failure, while the other is specifically about group inbound messages dropping after repeated reconnects. They look related but not clearly the same bug.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 63410 is the cleaner root-cause report: it explicitly describes the persistent 408 timeout loop and the websocket keepalive not preventing server-side idle disconnects.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 63410 is the best representative issue because it states the underlying failure mode more directly and is broader than the later symptom-only report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63410", + "right": "issue:66920", + "accept": false, + "reason": "Related WhatsApp 408/reconnect behavior, but the second issue is focused on group-message dropouts after reconnect cycles, which is not clearly the same concrete bug as the keepalive/idle-disconnect loop." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 276, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63475-2", + "nodes": [ + "issue:63475", + "issue:72036" + ], + "soft_pairs": [ + "issue:63475|issue:72036" + ], + "prepared_review_unit_hash": "4da67a68e0c4360d5376678ace8a6850444c8c657d59dcb024363545a7f3e8c5", + "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": "Two Feishu startup/bot-probe issues are related, but the evidence is not strong enough to treat them as the same duplicate cluster member with confidence; the first is a multi-account concurrent-request timeout, while the second reports 404-or-timeout on bot ping in a specific plugin version.", + "confidence": 0.73, + "canonical_issue_reason": "Issue #63475 is the better canonical issue because it is more specific about the apparent failure mode (startup probe timeout caused by concurrent API requests) and is framed as the underlying bug rather than a broader symptom report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #63475 is the best representative for the cluster since it captures the likely root cause and is more actionable than the version-specific symptom report in #72036.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63475", + "right": "issue:72036", + "accept": false, + "reason": "Both mention Feishu bot startup/ping failures, but one focuses on multi-account concurrency/timeouts and the other on 404-or-timeout in a specific release; this is similar enough to compare, but not enough to confidently call 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": 277, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63517-2", + "nodes": [ + "issue:63517", + "issue:65612" + ], + "soft_pairs": [ + "issue:63517|issue:65612" + ], + "prepared_review_unit_hash": "d3a12fdd5707e9b361d7e1491989405685d97431eb6d0fa5bb9577175f1afed2", + "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": "Both issues request per-agent tool filtering/deny-list behavior for MCP tools; they appear to be the same feature request at slightly different levels of specificity.", + "confidence": 0.88, + "canonical_issue_reason": "issue #65612 is the clearer, broader request: it explicitly covers per-agent tools.allow/tools.deny applying to MCP tools. issue #63517 is a narrower variant focused on tools.denyList.", + "canonical_pr_reason": null, + "best_issue_reason": "#65612 is the best representative because its title and description most completely capture the underlying request and likely subsume #63517.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63517", + "right": "issue:65612", + "accept": true, + "reason": "Same underlying feature: per-agent tool filtering/deny-list support for MCP tools. The second issue is a broader phrasing of the first, not a different bug/request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The pairing is grounded in the issue titles and the conservative read is reasonable: #63517 is a narrower per-agent denyList request, while #65612 broadens that same area to MCP tool filtering with allow/deny. The summary and soft-edge verdict do not overclaim beyond the packet." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 278, + "component_count": 378, + "review_unit_index": 1, + "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": "ea6943ea3fdc304d6f2b07dd7e2cb67136d600d0e53fe5ea331afd53b9723d58", + "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 closed Slack issues describe the same DM assistant thread bug: subagent results losing `thread_ts`, which breaks conversation continuity; the second issue is a more specific/concurrent-requests framing of the same problem.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #63659 is the better canonical because it is more specific about the failure mode, has more inbound references/discussion, and appears to capture the broader impact of the same underlying `thread_ts` loss bug.", + "canonical_pr_reason": null, + "best_issue_reason": "#63659 is the strongest representative of the cluster: same core symptom, clearer reproduction/impact framing, and more activity indicating it gathered the duplicate reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63585", + "right": "issue:63659", + "accept": true, + "reason": "Both reports concern the same Slack DM assistant bug where subagent results lose `thread_ts`; the second issue just adds the concurrent-request contamination angle rather than a separate defect." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues share the same core symptom phrase about `thread_ts` loss in Slack DM assistant threads, and #63659 does have more inbound references/activity. The soft-edge merge is conservative enough given the near-identical titles, with the second issue plausibly a more specific framing of the same defect." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 279, + "component_count": 378, + "review_unit_index": 1, + "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": "d288108faf1f43dfca34cf7a2ba682a2190ec7dcf19250c1f1c428d2fef80807", + "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 highly similar and likely duplicates: both request an agent default delivery target for cross-session message calls, with #63749 adding explanatory wording about removing a hardcoded target.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #64507 is the cleaner canonical thread because it is open and states the core request more directly, while #63749 adds extra explanatory phrasing.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #64507 is the best representative issue since it is open and most directly matches the shared feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63749", + "right": "issue:64507", + "accept": true, + "reason": "The titles are highly similar and describe the same feature request for a default delivery target in cross-session message calls; the extra wording in #63749 appears to be elaboration rather than a distinct request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair looks related, but the analyst overstates the certainty. The packet only provides soft_similarity evidence, and the two titles are very close but not explicitly identical. The summary/canonicalization language (\u2018same underlying feature request\u2019, \u2018precisely states the shared request\u2019) is a bit too strong for that evidence. A more conservative verdict would note they are highly similar or likely duplicates, not definitively the same request." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 280, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-63901-2", + "nodes": [ + "issue:63901", + "issue:64812" + ], + "soft_pairs": [ + "issue:63901|issue:64812" + ], + "prepared_review_unit_hash": "d4012764e796bff3d869c56dbc8dfab9a22e4377eb1d604df7c836cb98839b19", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1554, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1554, + "estimated_input_tokens": 389, + "estimated_eval_tokens": 1034 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look related at a high level (both about forwarding request data into provider API payloads), but the available evidence is too weak to treat them as the same concrete change.", + "confidence": 0.73, + "canonical_issue_reason": "63901 is the clearer canonical issue because it states the broader feature request explicitly: passing request metadata such as trace/user fields to API providers.", + "canonical_pr_reason": null, + "best_issue_reason": "63901 is the best representative of the cluster since its title is complete and describes the broader user-facing capability more clearly than the partially specified 64812 title.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:63901", + "right": "issue:64812", + "accept": false, + "reason": "Reject: both issues are about forwarding request information to provider requests, but one is broad metadata propagation while the other appears to target a specific field in the request body; that is not enough to confirm 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": 281, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64034-2", + "nodes": [ + "issue:64034", + "issue:64053" + ], + "soft_pairs": [ + "issue:64034|issue:64053" + ], + "prepared_review_unit_hash": "d89a67af04515aac39d4cbcd1edba59394d09089a6bd535efcfa3ffc3b2ebf86", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1684, + "estimated_input_tokens": 421, + "estimated_eval_tokens": 1098 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1684, + "estimated_input_tokens": 421, + "estimated_eval_tokens": 1098 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related by release/version and Telegram symptoms, but they do not look like the same underlying bug: one is a broad multi-channel degradation report, while the other is a focused Telegram direct-lane undefined-length crash.", + "confidence": 0.87, + "canonical_issue_reason": "Issue 64053 is the more specific, single-failure report with a clear error signature and narrower scope, making it a better canonical issue than the broad multi-channel 64034.", + "canonical_pr_reason": null, + "best_issue_reason": "64053 is the best representative because it isolates one concrete Telegram crash path; 64034 mixes multiple subsystems and symptoms, so it is less suitable as a canonical tracker.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64034", + "right": "issue:64053", + "accept": false, + "reason": "Reject: 64034 bundles Discord slash lag and broader degradation with Telegram crashes, while 64053 is specifically about Telegram direct-lane 'reading length' undefined errors. Same release window, 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": 282, + "component_count": 378, + "review_unit_index": 1, + "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": "b5d7fd591a10ac18a598aac60ddc3a23667dd746299bb2cd6db82acf3228aa60", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2518, + "estimated_input_tokens": 630, + "estimated_eval_tokens": 1516 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2518, + "estimated_input_tokens": 630, + "estimated_eval_tokens": 1516 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues cluster around model-aware AGENTS/SUBAGENTS bootstrap behavior. Issue 64248 is the broadest and most central; 64247 looks like supporting config/docs for that feature, and 64246 is a narrower follow-on about preserving the effective AGENTS source across state transitions.", + "confidence": 0.79, + "canonical_issue_reason": "64248 is the core, umbrella issue: it names the actual model-aware bootstrap selection behavior and has the strongest discussion activity. The other two read as narrower subproblems or supporting work around that same area.", + "canonical_pr_reason": null, + "best_issue_reason": "64248 is the best single issue to anchor the cluster because it is the most general description of the underlying feature and can subsume the more specific persistence and docs/config concerns.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64246", + "right": "issue:64248", + "accept": false, + "reason": "Related topic, but not the same concrete change: 64246 is about preserving the selected AGENTS source through compaction/retry/reset/reinjection, while 64248 is about initial model-aware bootstrap selection." + }, + { + "left": "issue:64247", + "right": "issue:64248", + "accept": false, + "reason": "64247 focuses on adding config and docs for model-aware AGENTS/SUBAGENTS file selection, which is supporting work around the feature, not the same underlying bug/change as the core bootstrap selection issue." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 283, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64360-3", + "nodes": [ + "issue:64360", + "issue:67409", + "issue:70475" + ], + "soft_pairs": [ + "issue:64360|issue:67409", + "issue:64360|issue:70475" + ], + "prepared_review_unit_hash": "21d641f22fec581f25122771b74d918ed1a7254d78b98792977cacdcdca5e234", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2456, + "estimated_input_tokens": 614, + "estimated_eval_tokens": 1484 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2456, + "estimated_input_tokens": 614, + "estimated_eval_tokens": 1484 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 284, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64386-3", + "nodes": [ + "issue:64386", + "issue:69118", + "issue:70177" + ], + "soft_pairs": [ + "issue:64386|issue:69118", + "issue:69118|issue:70177" + ], + "prepared_review_unit_hash": "62127b473bacba3f41bb5e600473c168dc80523aeff46ec26fe10c133bed32a3", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2643, + "estimated_input_tokens": 661, + "estimated_eval_tokens": 1578 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2643, + "estimated_input_tokens": 661, + "estimated_eval_tokens": 1578 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three reports share a broad symptom of Claude CLI sessions being lost or reset, but they point to different causes and contexts: gateway restart/hash instability, group-channel prompt drift, and Telegram DM session binding/resume behavior. They are related, but not duplicates of the same underlying bug.", + "confidence": 0.93, + "canonical_issue_reason": "Issue 70177 is the most concrete user-facing report, with a specific broken state path (`cliSessionBindings` without backing transcript) and a clear reproduction around `--resume`.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 70177 is the best representative of the cluster because it describes the failure mode most directly and ties it to a specific storage/resume mechanism, unlike the broader hash-drift reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64386", + "right": "issue:69118", + "accept": false, + "reason": "Both are session-reset bugs, but one is caused by ephemeral loopback-port instability in `mcpConfigHash` after gateway restart while the other is caused by `groupIntro` drift in `extraSystemPromptHash` during group-channel turns. Different code paths and trigger conditions." + }, + { + "left": "issue:69118", + "right": "issue:70177", + "accept": false, + "reason": "They describe different failure mechanisms: prompt-hash drift in group channels versus Telegram DM resume losing state because `cliSessionBindings` lacks a backing transcript. Similar symptom, 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": 285, + "component_count": 378, + "review_unit_index": 1, + "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": "9ab18c6318eb2c3288a1e8f402a0b588c016244751dc2c1df6f3b4a62d4c9234", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1620, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are related but only loosely: both involve CJK/non-ASCII wiki titles and ASCII-only slug behavior, but one is specifically about slugifyWikiSegment stripping characters while the other focuses on ingest-time collisions and silent overwrites. The evidence supports similarity, not a confidently shared root cause.", + "confidence": 0.49, + "canonical_issue_reason": "65965 is the better canonical issue because it describes the broader, more concrete user-visible failure in wiki ingest: ASCII-only slugs plus missing unique suffix leading to silent overwrites. 64620 is narrower and specifically about non-ASCII stripping in slugifyWikiSegment.", + "canonical_pr_reason": null, + "best_issue_reason": "65965 is the strongest representative for the cluster because it captures the end-to-end ingest collision/overwrite behavior, while still covering the CJK/ASCII-only slug theme shared by the other report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64620", + "right": "issue:65965", + "accept": false, + "reason": "The reports are thematically similar, but the packet does not \u0581\u0578\u0582\u0575\u0581 a clear same-root-cause match. 64620 is about slugification stripping non-ASCII characters; 65965 is about ingest slugs colliding and silently overwriting due to no unique suffix. Shared CJK/ASCII-only language alone is not enough to merge them as the same bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pairing is plausible, but the summary and soft-edge acceptance are stronger than the packet supports. Issue 64620 is specifically about non-ASCII stripping in slugifyWikiSegment, while 65965 adds silent overwrite/no unique suffix behavior in wiki ingest. The shared CJK/ASCII-only theme is real, but the evidence only supports loose similarity, not a clearly same-root-cause cluster. Please downgrade the certainty and avoid stating that the second issue is definitively subsumed by the first." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 286, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64696-2", + "nodes": [ + "issue:64696", + "issue:70986" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "b8e8ce9c1b65e29bfa4ad39674c1e11b89eb9c60e3da5b836b27e36c2fdc6aab", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1353, + "estimated_input_tokens": 339, + "estimated_eval_tokens": 934 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1353, + "estimated_input_tokens": 339, + "estimated_eval_tokens": 934 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to memory-wiki lint/import behavior, but they describe different bug surfaces: one is a broad umbrella for bridge import, relative-link handling, reply tags, and malformed cached pages; the other is a specific markdown-awareness/frontmatter-title resolution failure in the wikilink extractor.", + "confidence": 0.79, + "canonical_issue_reason": "#64696 is the broader umbrella report and better canonical anchor for the cluster because it captures multiple memory-wiki import/lint failures in one place, including link-resolution and cached-source parsing issues.", + "canonical_pr_reason": null, + "best_issue_reason": "#64696 is the best representative issue because its title and scope cover the wider set of symptoms, making it more useful as the cluster\u2019s primary issue than the narrower extractor/frontmatter bug.", + "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": 287, + "component_count": 378, + "review_unit_index": 1, + "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": "e272f39f90a0338fa09ccba199ef5b8ec28ad7e571bcb984327b1f830d69bf59", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The cluster contains two unrelated issue requests: one for hybrid search scoring tuning and one for embedding cache improvements. The only signal is weak textual similarity, not a shared underlying bug or change.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: #64725 and #64726 describe different features in different areas and are not duplicates.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best representative for the cluster; the issues address separate subsystems and should stay distinct.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64725", + "right": "issue:64726", + "accept": false, + "reason": "Different problem domains and change goals: hybrid search scoring/MMR vs embedding cache batching/invalidation. The similarity is only topical and not enough to treat them 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": 288, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-64751-3", + "nodes": [ + "issue:64751", + "issue:67172", + "issue:67377" + ], + "soft_pairs": [ + "issue:67172|issue:67377" + ], + "prepared_review_unit_hash": "506a55102bea309075a28913ce7d590673a0e8a8e153f4b56e48cf8ad0664762", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2258, + "estimated_input_tokens": 565, + "estimated_eval_tokens": 1386 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 1, + "serialized_chars": 2258, + "estimated_input_tokens": 565, + "estimated_eval_tokens": 1386 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two issues are clearly about the same cron status-marking bug, while the third is a related but distinct classifier mistake. The confirmed duplicate is best represented by the more direct \u201cstatus=error despite success\u201d report; the \u201cstatus=ok on denial tokens\u201d report should stay separate.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 67377 most directly describes the underlying bug: the cron classifier incorrectly marks a run as error even when the summary indicates success. It also has the duplicate-reference linkage with 64751, making it the best representative for the duplicate pair.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67377 is the strongest cluster representative because it is the clearest, most specific statement of the bug and is explicitly linked as a duplicate target for 64751. Issue 67172 is adjacent but describes the opposite misclassification mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67172", + "right": "issue:67377", + "accept": false, + "reason": "Both involve cron status classification, but they describe different failure modes: one falsely returns ok on denial tokens, the other falsely returns error on successful narration. That is related subsystem behavior, not the same underlying bug or a mergeable duplicate." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 289, + "component_count": 378, + "review_unit_index": 1, + "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": "869ca92f06e4559e25953785716b77c90eadb150a40d4c39ce5f5fc59193c08a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1533, + "estimated_input_tokens": 384, + "estimated_eval_tokens": 1024 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1533, + "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 are optimization-themed, but they target different token sources: system-prompt skill descriptions vs per-turn tool schema cost. They are related in theme, not the same underlying bug/change, so they should not be merged as duplicates.", + "confidence": 0.82, + "canonical_issue_reason": "issue:64761 is the more concrete and actionable optimization target, focused on reducing per-turn tool schema token cost rather than a broader prompt-loading idea.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:64761 is the best representative because it states a specific, measurable cost center and is easier to scope and implement cleanly.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64760", + "right": "issue:64761", + "accept": false, + "reason": "Both mention token-cost optimization, but one is about lazy-loading skill descriptions in the system prompt while the other is about reducing tool schema tokens per turn; these are different code-paths and not the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 290, + "component_count": 378, + "review_unit_index": 1, + "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": "2e5272658e8c3e6b20a84ef1d95f003f90cc2da0ee293de808b44a81b618fd2b", + "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 issues look possibly related, but the evidence is too thin to call them definite duplicates. The titles are very similar, yet we only have a soft-similarity signal and no body text to confirm they ask for the exact same feature or scope.", + "confidence": 0.44, + "canonical_issue_reason": "If one issue must represent the cluster, 65743 is the cleaner wording because it is more explicit about the request being opt-in, but this is a tentative choice rather than a confirmed duplicate decision.", + "canonical_pr_reason": null, + "best_issue_reason": "65743 is the best representative only in a tentative sense: it states the request more concretely and narrowly, but the overlap with 64772 is not proven from the available evidence.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64772", + "right": "issue:65743", + "accept": false, + "reason": "The titles are very close, but we only have a low-confidence soft_similarity signal and no body text. This is enough to say they may be related, not enough to confirm the same underlying feature request." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The conclusion is a bit too strong for the evidence in the packet. The only explicit signal is soft_similarity with a low Jaccard score, and we do not have body text to confirm that both issues request the same feature rather than merely similar wording. The soft-edge acceptance should be more conservative, e.g. \u201cpossibly related\u201d rather than \u201csame underlying feature request.\u201d" + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 291, + "component_count": 378, + "review_unit_index": 1, + "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": "51b016a5022f6f5ea8eb1caec8424f5c9a9ceff1fb943874dd1635833e0f53f3", + "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 two issues are related to qa-lab but describe different workstreams: CI parity-gate execution vs. mock-server/provider behavior. They should not be treated as duplicates.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #64878 is the better representative if one must be chosen: it is the broader, more concrete qa-lab CI task and reads like a self-contained deliverable.", + "canonical_pr_reason": null, + "best_issue_reason": "#64878 is the clearest and most actionable issue in the set, with a direct end-to-end CI outcome and artifact publication goal.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64878", + "right": "issue:64879", + "accept": false, + "reason": "Different underlying tasks: #64878 is about running the parity gate in CI and publishing artifacts, while #64879 is about provider differentiation in the mock server or adding a live-frontier lane. They do not describe 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": 292, + "component_count": 378, + "review_unit_index": 1, + "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": "279d7df497cbc0246d5c6d6e2371420d39b95a10f9995f4bb389a824460056f1", + "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": "These look related to agent liveness-state handling, but they are not the same bug: one is about exposing livenessState in user-facing payloads, while the other is about adding a cancelled state and guarding runEmbeddedAttempt with an error boundary.", + "confidence": 0.78, + "canonical_issue_reason": "64887 is the broader user-facing request; it describes the observable payload contract change, whereas 64888 is a narrower implementation-oriented fix around a specific execution path.", + "canonical_pr_reason": null, + "best_issue_reason": "64887 is the best representative of the cluster because it frames the externally visible behavior users would notice, rather than a specific internal error-boundary adjustment.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64887", + "right": "issue:64888", + "accept": false, + "reason": "Related but distinct: 64887 asks to surface livenessState in user-facing payloads, while 64888 asks for an error boundary around runEmbeddedAttempt plus a cancelled liveness state. They overlap conceptually, but do not read 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": 293, + "component_count": 378, + "review_unit_index": 1, + "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": "cc6a69cc765b033fa2bf0da1675fb408aff08268948ae922e2811966e1953b83", + "component_budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5084, + "estimated_input_tokens": 1271, + "estimated_eval_tokens": 2798 + }, + "budget": { + "node_count": 5, + "item_count": 5, + "soft_pair_count": 6, + "serialized_chars": 5084, + "estimated_input_tokens": 1271, + "estimated_eval_tokens": 2798 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All five issues appear to describe the same underlying webhooks-plugin async register() regression, with two near-identical duplicates in the last pair. The most representative issue is 67891 because it states the concrete failure mode and is the earliest of the clearer reports.", + "confidence": 0.81, + "canonical_issue_reason": "Issue 67891 most directly names the root cause and symptom ('async register() causes routes to never be registered') and is earlier/more central than the later duplicate phrasing.", + "canonical_pr_reason": null, + "best_issue_reason": "67891 is the best cluster anchor because it captures the concrete bug, not just the warning, and aligns with the later near-identical reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:64937", + "right": "issue:67891", + "accept": true, + "reason": "Same webhooks-plugin async register() regression; 64937 emphasizes the doctor warning while 67891 states the underlying route-registration failure." + }, + { + "left": "issue:65183", + "right": "issue:67899", + "accept": true, + "reason": "Both describe the bundled/plugin async register() problem with the same root cause; one frames it as a warning, the other as routes never registering." + }, + { + "left": "issue:65183", + "right": "issue:67900", + "accept": true, + "reason": "Same underlying async register() regression as 67899; only the wording differs." + }, + { + "left": "issue:67891", + "right": "issue:67899", + "accept": true, + "reason": "These are the same concrete bug: async register() not being awaited, leading to routes never being registered." + }, + { + "left": "issue:67891", + "right": "issue:67900", + "accept": true, + "reason": "These are the same concrete bug: async register() not being awaited, leading to routes never being registered." + }, + { + "left": "issue:67899", + "right": "issue:67900", + "accept": true, + "reason": "Identical titles and description focus; this is a clear duplicate pair." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all five items revolve around the same webhooks/plugin async-register regression, and 67899/67900 are clearly duplicates. The canonical choice of 67891 is also reasonable because it states the concrete failure mode, though it is not the earliest item overall." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 294, + "component_count": 378, + "review_unit_index": 1, + "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": 295, + "component_count": 378, + "review_unit_index": 1, + "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": [], + "prepared_review_unit_hash": "d7324bee80a6bab2342e1062678d5135242c2a06c0394407280bdc27917ca47d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1312, + "estimated_input_tokens": 328, + "estimated_eval_tokens": 912 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1312, + "estimated_input_tokens": 328, + "estimated_eval_tokens": 912 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two closed issues report the same startup slowdown for `dist/index.js`/`node dist/index.js` subcommands in the official Docker image; they appear to be duplicates.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #65032 is the more specific report: it names `node dist/index.js` subcommands, gives the same startup-delay symptom, and is a clear duplicate target for the broader #65031 report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #65032 is the best representative because its title is more precise while describing the same underlying Docker-image startup regression.", + "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": 296, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-65081-2", + "nodes": [ + "issue:65081", + "issue:65095" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "c823728444ee278549d8d5257668c60eae117821432150743d2a30e44c9e82e1", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1284, + "estimated_input_tokens": 321, + "estimated_eval_tokens": 898 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1284, + "estimated_input_tokens": 321, + "estimated_eval_tokens": 898 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look related at a broad versioning/release-policy level, but not like the same underlying issue: one requests a monthly stable release mechanism, the other reports forced updates breaking offline/remote use.", + "confidence": 0.77, + "canonical_issue_reason": "65095 is the more concrete, user-facing failure report; 65081 is a broader feature request about release cadence and versioning.", + "canonical_pr_reason": null, + "best_issue_reason": "65095 is the best representative because it describes an explicit broken behavior and clear impact, whereas 65081 is a higher-level enhancement request.", + "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": 297, + "component_count": 378, + "review_unit_index": 1, + "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": "507e154704413a891d8bfd6cc98ff1f5b7d4b34175c773f26dac1f1f215267cf", + "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": "These are related memory-optimization feature ideas, but they describe different mechanisms and outcomes, so they should not be deduplicated.", + "confidence": 0.87, + "canonical_issue_reason": "No true duplicate canonical exists here; if one issue must anchor the cluster, #65249 is the broadest umbrella, but it is still a distinct proposal from the others.", + "canonical_pr_reason": null, + "best_issue_reason": "#65249 is the most general and representative of the three, covering broader memory relevance selection rather than a narrower tiering or compression tactic.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65246", + "right": "issue:65249", + "accept": false, + "reason": "Both concern memory/context management, but #65246 is about hot/warm/cold tiering with auto-archiving while #65249 is about AI-driven relevance selection and dynamic filtering; different implementation and behavior." + }, + { + "left": "issue:65246", + "right": "issue:65250", + "accept": false, + "reason": "#65246 proposes tiering and auto-archiving, whereas #65250 proposes local context compression for token efficiency; same broad area, but 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": "issue", + "component_index": 298, + "component_count": 378, + "review_unit_index": 1, + "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": "b882716935946adff56475003efdf5de94112c07be7f3bd44b8d6a0b82ea51cb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1654, + "estimated_input_tokens": 414, + "estimated_eval_tokens": 1084 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1654, + "estimated_input_tokens": 414, + "estimated_eval_tokens": 1084 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are unrelated: one reports a 404 when fetching knowledge content in IMA Skill, the other requests a token-usage query API for IMA OpenAPI. No duplicate relationship is evident.", + "confidence": 0.97, + "canonical_issue_reason": "Issue 65310 is the more concrete bug report, with a specific failure mode (get_knowledge_content returning 404) and a clear impacted flow.", + "canonical_pr_reason": null, + "best_issue_reason": "65310 is the best representative issue because it describes an actionable, narrowly scoped runtime problem rather than a broad feature request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65310", + "right": "issue:65349", + "accept": false, + "reason": "Different subject areas and different intent: one is a knowledge-content retrieval bug, the other is a request for a new OpenAPI metric/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": 299, + "component_count": 378, + "review_unit_index": 1, + "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": "f88fc1cfacde2db160036052105826b4ec5fd2bc640567059434930f7f4c0925", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1499, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1499, + "estimated_input_tokens": 375, + "estimated_eval_tokens": 1006 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Two related UI enhancement requests in the usage footer, but they ask for different data to be shown: model name vs context/token usage. They are not duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 65487 is the broader footer-display request and is already closed, so it is the better representative of this mini-cluster; 65477 is a separate, narrower request.", + "canonical_pr_reason": null, + "best_issue_reason": "65487 best represents the shared theme of improving the usage footer, while still being distinct from the model-name request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65477", + "right": "issue:65487", + "accept": false, + "reason": "Different requested footer content: one wants the model name, the other wants context/token usage. Related area, but 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": "issue", + "component_index": 300, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": "6baf37e52803236e1b213cb00f9f74888e99fa6eb8a6ffee4835e98642b8f129", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3365, + "estimated_input_tokens": 842, + "estimated_eval_tokens": 1940 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3365, + "estimated_input_tokens": 842, + "estimated_eval_tokens": 1940 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster looks like two likely related topic threads rather than confirmed duplicates: one around a sub-agent cascade circuit breaker, and one around configurable quality-gate hooks on agent file writes. With only titles, lengths, and soft-similarity scores, the evidence is too thin to assert duplicate issue pairs outright.", + "confidence": 0.62, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for the whole cluster: 66010 is the best current representative for the circuit-breaker thread, and 66011 is the best current representative for the quality-gate thread.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:65817", + "right": "issue:66010", + "accept": false, + "reason": "The titles are close paraphrases, but the packet provides no bodies or explicit links, so this is better treated as a likely related topic rather than a confirmed duplicate of the same underlying change." + }, + { + "left": "issue:65821", + "right": "issue:66011", + "accept": false, + "reason": "The titles are very similar, but with only soft-similarity evidence available we cannot confirm they describe the exact same bug or feature change; classify as related rather than duplicate." + }, + { + "left": "issue:66010", + "right": "issue:66011", + "accept": false, + "reason": "These are clearly different feature areas: sub-agent cascade circuit breaking versus quality-gate hooks on file writes. They do not look like the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster-level framing is a bit too strong for the evidence available. The packet only shows titles, lengths, and soft-similarity scores; it does not provide body text or explicit links. Given that, treating 65817\u219466010 and 65821\u219466011 as confirmed duplicate issue pairs overstates the evidence. A more conservative summary would describe them as likely related / near-duplicate topics, with 66010 and 66011 as the best current candidates for their respective threads, rather than asserting duplicates outright." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 301, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": 302, + "component_count": 378, + "review_unit_index": 1, + "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": 303, + "component_count": 378, + "review_unit_index": 1, + "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": 304, + "component_count": 378, + "review_unit_index": 1, + "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": 305, + "component_count": 378, + "review_unit_index": 1, + "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": "5a20a4446ddb0ab661023a2dfaada6420596ec88fac98f4071048965d54d371d", + "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": "The issues look related and may describe the same SSRF-policy area, but the evidence here is too thin to confidently collapse them into one canonical bug. At most, they are similar issues with overlapping symptoms.", + "confidence": 0.47, + "canonical_issue_reason": "66109 is the broader phrasing, but the packet only provides titles and a soft similarity signal, so it is not strong enough to treat it as definitively the same bug as 66268.", + "canonical_pr_reason": null, + "best_issue_reason": "66109 is the best representative by title because it is broader and more general, but this is a cautious choice rather than a firm duplicate conclusion.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66109", + "right": "issue:66268", + "accept": false, + "reason": "The titles are strongly related, but the packet lacks body-level or code-level evidence showing the same underlying bug. This supports similarity, not a confident duplicate/merge decision." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The pair is plausibly related, but the packet only gives titles and a soft-similarity signal. That supports \u201csimilar issue\u201d at most; it does not firmly establish that 66268 is just a specific manifestation of 66109 or that they should be treated as the same canonical bug. Please downgrade the language to a more conservative similarity-based verdict." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 306, + "component_count": 378, + "review_unit_index": 1, + "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": "131564ff97e0fa10924529f8e9176393bb9afdd76b1a1378f6544b7195a501e6", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6045, + "estimated_input_tokens": 1512, + "estimated_eval_tokens": 3280 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 7, + "serialized_chars": 6045, + "estimated_input_tokens": 1512, + "estimated_eval_tokens": 3280 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "This cluster is a single enhancement sprint with one umbrella issue and several distinct sub-issues for individual prompt changes; they are related but not duplicates. The umbrella issue is the best canonical issue.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 66345 is the umbrella sprint tracker and most broadly represents the whole change set; the others are narrower sub-issues for separate parts of the work.", + "canonical_pr_reason": null, + "best_issue_reason": "66345 is the best issue to anchor the cluster because it summarizes the full Hermes parity sprint rather than one slice of it.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66345", + "right": "issue:66346", + "accept": false, + "reason": "Umbrella sprint issue vs. one subtask; same initiative, but not the same underlying change or bug." + }, + { + "left": "issue:66345", + "right": "issue:66347", + "accept": false, + "reason": "Related prompt-enforcement work, but this is a separate sub-issue about execution bias and retries." + }, + { + "left": "issue:66346", + "right": "issue:66347", + "accept": false, + "reason": "Both are GPT-5 prompt changes, but they address different concrete behaviors and should not be merged as duplicates." + }, + { + "left": "issue:66346", + "right": "issue:66351", + "accept": false, + "reason": "Different sub-changes: mandatory tool categories vs. verification checklist; related, not identical." + }, + { + "left": "issue:66346", + "right": "issue:66352", + "accept": false, + "reason": "Different targets and behavior: GPT-5 tool categories vs. Gemini execution guidance." + }, + { + "left": "issue:66348", + "right": "issue:66352", + "accept": false, + "reason": "Both touch provider prompting, but one adds a first-class section and the other adds Gemini-specific overlay guidance." + }, + { + "left": "issue:66351", + "right": "issue:66352", + "accept": false, + "reason": "Verification checklist and Gemini execution guidance are distinct prompt updates, 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": 307, + "component_count": 378, + "review_unit_index": 1, + "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": "522e7a628ad9070d92b53f033d2dc304e0752c4c1fc76c3a20853bdf3aa67ef7", + "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": "The two issues look very likely to be duplicates: they have the exact same title, were opened minutes apart, and have high textual similarity. However, the packet does not provide body-text evidence to prove they describe the same bug, so the duplicate/canonical call should be stated more cautiously.", + "confidence": 0.82, + "canonical_issue_reason": "Issue #66361 is the earlier report and, based on the exact title match plus very close timing, is the best canonical candidate in this pair.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #66361 is the strongest representative because it was filed first and appears most likely to be the original report for this duplicate-looking pair.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66361", + "right": "issue:66362", + "accept": true, + "reason": "Exact same title and very close timestamps make this look like the same bug report, even though the packet lacks body-level evidence to prove it." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate call is plausible, but the writeup overstates what the packet supports. We only have identical titles, close timestamps, and soft similarity; there is no body-text evidence here to conclude the descriptions are the same or that the issue is definitively the same bug. The canonical/original-report claim should be stated more conservatively, and confidence is too high for the available evidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 308, + "component_count": 378, + "review_unit_index": 1, + "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": "862044e9e4de3cf917bada0b9fdbde9af8d8105d21e2c7652fae5bd6e0492ece", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1635, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1635, + "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 describe the same overflow-recovery duplication bug: session/transcript JSONL can re-append identical user-role messages during recovery, causing transcript growth. Issue 66443 is the better canonical issue because it is open, more actively discussed, and more explicitly states the JSONL duplicate-user-message symptom.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 66443 is the stronger canonical issue: it is open, has more inbound discussion, and describes the core failure mode more directly (duplicate role=user messages in session JSONL).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66443 best represents the cluster because it is the clearest current tracker for the same overflow-recovery duplication bug and is still active.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66441", + "right": "issue:66443", + "accept": true, + "reason": "Same underlying bug: overflow recovery re-appends duplicate user messages, inflating session transcripts/JSONL. The wording differs, but the symptom and mechanism match closely." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both issues clearly concern overflow-recovery duplication/inflation, and the choice of issue:66443 as canonical is supported by its open state, higher discussion activity, and stronger inbound-reference signal. The soft-edge acceptance is conservative enough given the title-level evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 309, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66581-2", + "nodes": [ + "issue:66581", + "issue:69892" + ], + "soft_pairs": [ + "issue:66581|issue:69892" + ], + "prepared_review_unit_hash": "4711cf633b3868869efbf5bfbd7c38451b5605af69ded9938dd21516c2037231", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "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 are closely related and likely describe the same bug class: `toolsAllow` is not being forwarded in an embedded-agent path. However, the packet only provides soft similarity, so it is safer to treat them as highly similar rather than definitively identical.", + "confidence": 0.64, + "canonical_issue_reason": "Issue 69892 is the best canonical issue for this cluster because it is the more specific report: it states the user-visible symptom, names the affected sub-agent behavior, and points to the concrete path (`runEmbeddedPiAgent`).", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 69892 is the best representative because it is more explicit about the failure mode and impact, while 66581 is the broader forwarding complaint.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66581", + "right": "issue:69892", + "accept": false, + "reason": "Closely related and likely the same bug class, but the evidence only shows soft similarity. I would not assert they are the same underlying defect with confidence." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is a bit too strong for the evidence in the packet. The two issues are clearly related and share the same theme (`toolsAllow` forwarding in embedded-agent paths), but the packet only shows soft similarity\u2014not enough to conclude they are the same underlying defect with confidence. Please soften the wording to something like \"closely related / likely the same bug class\" rather than asserting equivalence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 310, + "component_count": 378, + "review_unit_index": 1, + "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": "91ade6a341c380f5b8d048d017918e78551f3ae356c603f02ca06ae40939935d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1596, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues appear related to the same 2026.4.14 ContextEngine area, but the evidence is too thin to treat them as one confirmed regression. #67224 is the more specific report, while #66601 is a broader symptom report that may be related rather than duplicate.", + "confidence": 0.63, + "canonical_issue_reason": "#67224 is the better canonical issue because it identifies a concrete failure mode (`ContextEngine info.id mismatch`) and the affected phase (agent initialization), making it the most actionable anchor for deduping nearby reports.", + "canonical_pr_reason": null, + "best_issue_reason": "#67224 is the strongest representative for this cluster because it is specific, versioned, and closer to a root-cause description than the broader usability/error report in #66601.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66601", + "right": "issue:67224", + "accept": false, + "reason": "They share the same release and subsystem, but the packet only shows soft similarity with no explicit linkage, shared target, or concrete evidence that both describe the same underlying bug. This is better treated as possibly related, not a confirmed duplicate." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is directionally grounded, but the soft-edge acceptance is too strong for the evidence available. The packet only shows a low-similarity, soft-similarity pair with no explicit linkage or shared targets, so calling these issues the same regression goes beyond what is supported. A more conservative verdict would be that they may be related, not that they likely describe one underlying bug." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 311, + "component_count": 378, + "review_unit_index": 1, + "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": "c8be0fce2bdc314214479890ef571dcc9d9bec3e1f8ef04ac18b7e9f5c9872e2", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1605, + "estimated_input_tokens": 402, + "estimated_eval_tokens": 1060 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are not duplicates: one asks for built-in git/time-travel rollback, while the other proposes AI workflow modes (Ask/Plan/Modify). They describe different feature requests and should not be clustered as the same underlying change.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: 66654 and 66672 request different features in different parts of the product, with no shared concrete implementation target.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for the cluster because the items are unrelated feature requests rather than duplicates.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66654", + "right": "issue:66672", + "accept": false, + "reason": "Different requested capabilities and no shared code-path or explicit target; this is only broad topical similarity, 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": 312, + "component_count": 378, + "review_unit_index": 1, + "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": "31bfe111abf2d02e93fd5bc749a7ac938072623cf6c91ac8e0f6359090ab85b3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1521, + "estimated_input_tokens": 381, + "estimated_eval_tokens": 1018 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1521, + "estimated_input_tokens": 381, + "estimated_eval_tokens": 1018 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two closed issues appear to be the same feature request for a reply-interception hook, with one being a more specific naming of the same idea.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 66667 is the better canonical because it states the concrete hook name, \"before_delivery\", making the feature request more precise and actionable.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 66667 best represents the cluster since it is the more specific version of the same reply-interception hook request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66666", + "right": "issue:66667", + "accept": true, + "reason": "Both issues ask for the same reply-interception hook; 66667 is just the more specific formulation with the hook stage named explicitly." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: both items are closed issues with identical body length and highly similar titles, and the wording supports treating 66667 as the more specific formulation. The soft-edge verdict is conservative enough given the evidence available." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 313, + "component_count": 378, + "review_unit_index": 1, + "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": "fe91a4fcfa65e6598a34c1a803f165a604e5110a4b69380e8ff46e8c659b36d9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1599, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1599, + "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 are related to Telegram managed media handling, but they describe different bugs: one is about missing inbound media refs in DM photo/document hooks, the other about session-scoped next-turn suppression/pending-state behavior. I would not treat them as duplicates.", + "confidence": 0.91, + "canonical_issue_reason": "Issue 66827 is the more concrete report: it names the failing hook behavior and the affected DM photo/document path. Issue 67065 is broader and centers on state-management semantics rather than the same missing ref exposure.", + "canonical_pr_reason": null, + "best_issue_reason": "66827 is the best issue candidate because it pins the problem to a specific observable defect and is easier to triage or match against a fix.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66827", + "right": "issue:67065", + "accept": false, + "reason": "Related area, but not the same underlying bug: one is about missing inbound media refs in managed hooks, the other about suppressing the next turn via session-scoped pending state." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 314, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-66893-3", + "nodes": [ + "issue:66893", + "issue:67847", + "issue:70603" + ], + "soft_pairs": [ + "issue:66893|issue:67847", + "issue:67847|issue:70603" + ], + "prepared_review_unit_hash": "e512df623f6a038a9f9b2098aaffd3f9f722e91bd2084b0866961174b2c86dc1", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2490, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2490, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "issue:67847 is the strongest representative of the Stage 004 / ROOT ACCESS difficulty-spike cluster. issue:66893 is broader and more general, and issue:70603 is plausibly related but not proven to be the same underlying bug.", + "confidence": 0.74, + "canonical_issue_reason": "issue:67847 is the cleanest canonical issue because it is the most specific match to the shared Stage 004 / ROOT ACCESS progression-barrier theme.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:67847 is the best overall issue for the cluster because it most directly names the concrete stage and symptom, making it the most central description of the problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:66893", + "right": "issue:67847", + "accept": false, + "reason": "They overlap on progression/difficulty, but 66893 is much broader and also mentions build sustainability, so the shared evidence is too weak to treat them as the same issue." + }, + { + "left": "issue:67847", + "right": "issue:70603", + "accept": false, + "reason": "Both mention Stage 004 / ROOT ACCESS difficulty, but 70603\u2019s loot-loss framing could be a related symptom rather than the same underlying bug; the title-level similarity alone is not enough to merge them as one issue." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is mostly grounded, but the soft-edge verdict for issue:67847 vs issue:70603 is a bit too strong for the evidence available. The packet only provides title-level soft similarity and does not show that the loot-loss report is the same underlying bug rather than a related but distinct symptom. A more conservative phrasing would be that they are likely related or possibly the same cluster, not definitively the same issue." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 315, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67021-2", + "nodes": [ + "issue:67021", + "issue:70014" + ], + "soft_pairs": [ + "issue:67021|issue:70014" + ], + "prepared_review_unit_hash": "43df23c864813dbd3e2c7997aef6dc4d69dc5323ca65d7665f32cfdebb866063", + "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 issues are closely similar and likely duplicates, but the evidence is not strong enough to say they are definitively the same bug.", + "confidence": 0.81, + "canonical_issue_reason": "#70014 is the best canonical issue because it is the open, newer report and directly describes the primary agent workspace not being processed.", + "canonical_pr_reason": null, + "best_issue_reason": "#70014 is the best issue to keep as the canonical tracker for the current discussion because it is open, clear, and specific about the affected behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67021", + "right": "issue:70014", + "accept": false, + "reason": "The titles are strongly similar, but the only pair evidence is soft_similarity, with no shared targets or filenames and a low Jaccard score. That is enough to suggest a likely duplicate, not enough to merge as the same canonical bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The packet supports that the two issues are closely similar, but not that they are definitively the same bug. The only pair evidence is soft_similarity with no shared targets/files and a low Jaccard score, so the soft-edge verdict is too strong to accept as a merge/canonical match. The canonical choice of #70014 as the current open tracker is grounded, but the summary should stay more conservative (e.g. \u201clikely duplicates\u201d rather than \u201cthe same bug\u201d)." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 316, + "component_count": 378, + "review_unit_index": 1, + "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": "b2b200f99d069d1a93140e2ce8f8bf9a2ba45dd35970c2163f32b11473baae43", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1594, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1594, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both items are Telegram multi-account failures, but they describe different symptoms and likely different code paths: one is a polling avalanche/stall on many accounts, the other is a WebSocket handshake-timeout cascade during gateway startup. They are related in subsystem, not the same bug.", + "confidence": 0.82, + "canonical_issue_reason": "issue 67034 is the more concrete and reproducible report, with a clearly described multi-account polling stall/restart pattern; issue 68223 reads like a different startup-time handshake failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 67034 is the best representative of the cluster because it has the more specific failure mode and impact description.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67034", + "right": "issue:68223", + "accept": false, + "reason": "Reject: same Telegram/multi-account area, but the reported failures differ materially\u2014polling avalanche versus WS handshake timeout cascade\u2014so 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": 317, + "component_count": 378, + "review_unit_index": 1, + "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": "73bce3de5607c3c10b3c03f946d747ed10e90612f857294a44d17d3b862bd484", + "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": "The two closed issues do not look like duplicates; they have different subjects, no shared targets, and only weak textual similarity.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a clear canonical duplicate target; if forced to pick a cluster representative, issue #67139 is slightly earlier and equally active, but the cluster does not appear to be a single bug.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67139", + "right": "issue:67141", + "accept": false, + "reason": "Reject: the titles point to different problems ('Memory Processing Engine' vs 'AegisGuard Enforcement'), with no shared filenames/targets and only weak soft similarity. There is not enough evidence they 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": 318, + "component_count": 378, + "review_unit_index": 1, + "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": "05fad2da0e60bc8fc3b45375f70621ed23c7d121b5852c11d111dece2a878b05", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1616, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two closed issues are very likely duplicates of the same feature request around a built-in mock provider for testing and MCP lifecycle handling. Issue 67299 is the cleaner canonical issue; 67700 appears to be a follow-up/duplicate framing the same request.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 67299 is the original, more focused request and cleanly covers the core feature without the explicit duplicate labeling found in 67700.", + "canonical_pr_reason": null, + "best_issue_reason": "67299 is the best representative because it is the primary request and its title/body scope is broad enough to capture the shared mock-provider/lifecycle-hooks need.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67299", + "right": "issue:67700", + "accept": true, + "reason": "Both issues describe the same underlying built-in mock provider feature for testing plus MCP lifecycle improvements; 67700 is explicitly marked as a duplicate and does not introduce a distinct change request." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: both issue titles are closely aligned, and 67700 is explicitly labeled as a duplicate. The canonical-choice reasoning is conservative enough, and the soft-pair accept does not overstate beyond the available title-level evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 319, + "component_count": 378, + "review_unit_index": 1, + "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": "92536fd2c2cbf706c77d5f33808a328231398ee2bab01e4e1293aa61782468cf", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2780, + "estimated_input_tokens": 695, + "estimated_eval_tokens": 1646 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2780, + "estimated_input_tokens": 695, + "estimated_eval_tokens": 1646 + }, + "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: closing sessions, querying session metadata, and lifecycle hooks. They share a broad area but do not describe the same underlying change.", + "confidence": 0.93, + "canonical_issue_reason": "No true duplicate canonical emerges here; the issues request different session features rather than the same bug or enhancement.", + "canonical_pr_reason": null, + "best_issue_reason": "issue 67368 is the best representative anchor because it is the most concrete session-management request and has the strongest inbound reference signal.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67368", + "right": "issue:67369", + "accept": false, + "reason": "Session close API and metadata queries are different capabilities with different user goals and code changes; related, but not the same feature." + }, + { + "left": "issue:67368", + "right": "issue:67370", + "accept": false, + "reason": "A close API and event-driven lifecycle hooks are separate session lifecycle designs, not one underlying bug or change." + }, + { + "left": "issue:67369", + "right": "issue:67370", + "accept": false, + "reason": "Metadata filtering queries and lifecycle hooks solve different problems and would not plausibly be merged as one duplicate request." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 320, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67417-2", + "nodes": [ + "issue:67417", + "issue:72249" + ], + "soft_pairs": [ + "issue:67417|issue:72249" + ], + "prepared_review_unit_hash": "7e1d33ae1bb8d46170e5bc9c3e5d46c5fbd1b28dfae971f96fba2d58473c2d6e", + "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 two issues both describe openclaw backup-create failures during live use, but they report different failure signatures and there\u2019s not enough evidence they\u2019re the exact same bug. The safer triage is to keep them separate, with 72249 as the more general/live-installation-oriented report.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 72249 is the better canonical issue because it is the broader, more user-facing description of the backup-create failure on live installations and is already closed, making it a better anchor for the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "72249 is the strongest representative for the cluster: it frames the problem at the feature/workflow level rather than one specific errno, and its closed status suggests it likely captures the final user-visible report of the defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67417", + "right": "issue:72249", + "accept": false, + "reason": "Related, but not clearly the same underlying bug: one reports ENOENT from a session-file cleanup race, the other reports an unexpected-EOF failure on live installations. Same subsystem, different concrete 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": 321, + "component_count": 378, + "review_unit_index": 1, + "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": "093c36f6ae61119d59badb6c82e85dcdca917f8c5833e467865cf693daf92185", + "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 items request a `--daemon-env` flag, but they target different install commands (`openclaw onboard --install-daemon` vs `openclaw node install`). They are related feature requests, but not clearly the same underlying change.", + "confidence": 0.74, + "canonical_issue_reason": "Issue 67565 is the better canonical issue because it has more inbound references and looks like the more visible/original request, while the other is a narrower follow-up for a different command path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67565 is the strongest representative of the cluster due to higher inbound references and a broader/earlier-sounding CLI target.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67565", + "right": "issue:68297", + "accept": false, + "reason": "Same flag idea, but the titles point to different commands and there is no evidence they are the same concrete implementation task; 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": 322, + "component_count": 378, + "review_unit_index": 1, + "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": "60e23adf50b702530668ebcceac26b844d03da21fe4969fdc48b7a9327721187", + "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": "The two issues are related but not duplicates: one requests local context pruning independent of model API support, while the other asks for better visibility and user control over pruning/trimming. They describe different aspects of the problem and likely require different implementations.", + "confidence": 0.86, + "canonical_issue_reason": "Issue 67691 is the more concrete, implementation-oriented request, so it is the better anchor if a single representative issue is needed for the theme.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 67691 is the best representative because it states a specific capability to build, whereas 67690 is broader UX/control feedback around pruning behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67690", + "right": "issue:67691", + "accept": false, + "reason": "Adjacent context, but not the same underlying feature: visibility/control of trimming is distinct from implementing local pruning independent of 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": 323, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67776-3", + "nodes": [ + "issue:67776", + "issue:72093", + "issue:72094" + ], + "soft_pairs": [ + "issue:67776|issue:72093", + "issue:67776|issue:72094", + "issue:72093|issue:72094" + ], + "prepared_review_unit_hash": "0364279d773a1a0548a925af6ff5576e77d69bb3e42a403768b89f5370bb4950", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2893, + "estimated_input_tokens": 724, + "estimated_eval_tokens": 1704 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2893, + "estimated_input_tokens": 724, + "estimated_eval_tokens": 1704 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues describe the same desktop-control / Codex Computer Use feature request. Issues 72093 and 72094 are effectively duplicates, and 67776 is a broader phrasing of the same request rather than a different problem.", + "confidence": 0.89, + "canonical_issue_reason": "Issue 72094 is a good canonical issue because it exactly matches 72093\u2019s request wording and is the more prominent of that exact pair by inbound references; however, that prominence is only relative to 72093, since 67776 also has 4 inbound references.", + "canonical_pr_reason": null, + "best_issue_reason": "72094 is the strongest single representative of the duplicate set because it is an exact match for 72093 and is at least as visible as the other issues, but the choice is not uniquely supported by inbound-reference count alone.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:67776", + "right": "issue:72093", + "accept": true, + "reason": "Same underlying feature request: desktop-control / Codex Computer Use integration, with only wording differences." + }, + { + "left": "issue:67776", + "right": "issue:72094", + "accept": true, + "reason": "Same underlying feature request, just phrased more specifically around routing desktop-control tasks through Codex Desktop Computer Use." + }, + { + "left": "issue:72093", + "right": "issue:72094", + "accept": true, + "reason": "Effectively identical issues: identical titles and near-identical bodies describing the same requested change." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is mostly grounded, but the canonical/best-issue rationale overstates the evidence: issue 72094 does not have uniquely highest inbound references, since issue 67776 also has 4. The soft-edge acceptances are plausible, but the conclusions should be stated more conservatively, especially about which duplicate is most representative." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 324, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-67953-2", + "nodes": [ + "issue:67953", + "issue:73284" + ], + "soft_pairs": [ + "issue:67953|issue:73284" + ], + "prepared_review_unit_hash": "6e38363dea319fbdb9f2642195b42cba09d160d4c41f6dcee97da08c1007525d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1593, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1593, + "estimated_input_tokens": 399, + "estimated_eval_tokens": 1054 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 325, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68170-2", + "nodes": [ + "issue:68170", + "issue:68752" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "682c4f5a6475cf5784b4a26816f2cd0d32e11adbd2e9053a217edf7eec8d6fc5", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1329, + "estimated_input_tokens": 333, + "estimated_eval_tokens": 922 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1329, + "estimated_input_tokens": 333, + "estimated_eval_tokens": 922 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues describe the same doctor warning around finding multiple state directories on multi-user systems; #68170 is the more specific and actionable report.", + "confidence": 0.89, + "canonical_issue_reason": "#68170 more clearly identifies the bug in `findOtherStateDirs` scanning `/home/*/`, including the cross-user leak and sibling-backup false positives, so it is the better canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "#68170 is the strongest overall issue because it is more precise, points to the concrete code path, and describes the underlying problem rather than just the symptom.", + "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": 326, + "component_count": 378, + "review_unit_index": 1, + "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": 327, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": "0a2e65e29e0393bf6a371a0358b12735f3274f9bfa6150f7d7f809ca5ea12542", + "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 are related feature requests around delegated-task plugin SDK seams, but they describe different hooks/capabilities rather than the same underlying change.", + "confidence": 0.69, + "canonical_issue_reason": "Issue 68548 is the broadest central request in the group, but it is still distinct from the others; it\u2019s the best umbrella representative for the delegated-task plugin SDK area.", + "canonical_pr_reason": null, + "best_issue_reason": "68548 is the most representative issue for the shared delegated-task/plugin SDK theme. The others are adjacent but separate seams (wait-run handle, cancel fan-out, heartbeat/timeout).", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68548", + "right": "issue:68549", + "accept": false, + "reason": "Different seam: `sessions_send` delegation hook vs a wait-run handle seam. Related area, but not the same change." + }, + { + "left": "issue:68548", + "right": "issue:68550", + "accept": false, + "reason": "Different capability: send delegation hook vs cancel fan-out between delegated tasks and session runs." + }, + { + "left": "issue:68548", + "right": "issue:68551", + "accept": false, + "reason": "Different capability: send delegation hook vs heartbeat/timeout timer seam." + }, + { + "left": "issue:68549", + "right": "issue:68551", + "accept": false, + "reason": "Different seams: wait-run handle vs heartbeat/timeout timer. Not the same underlying bug or fix." + }, + { + "left": "issue:68549", + "right": "issue:68550", + "accept": false, + "reason": "Wait-run handle and cancel fan-out are separate delegated-task lifecycle concerns, not one duplicate change." + }, + { + "left": "issue:68550", + "right": "issue:68551", + "accept": false, + "reason": "Cancel fan-out and heartbeat/timeout timer address different control paths 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": "issue", + "component_index": 328, + "component_count": 378, + "review_unit_index": 1, + "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": "4f89e6db4187418f4d33860f1574665ec03d09cb66ef73d2411853aa38498fe3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues look related to the same WebChat/CLI transcript persistence area, but the evidence is only soft similarity; it is safer to treat them as possibly duplicate or closely related rather than definitively the same bug.", + "confidence": 0.73, + "canonical_issue_reason": "#68611 is the better canonical issue because it states the user-visible failure more concretely: assistant replies are invisible and user messages are erased after each turn in the WebChat CLI runner.", + "canonical_pr_reason": null, + "best_issue_reason": "#68611 is the strongest representative for the cluster because it most explicitly describes the repeated loss of chat state in the CLI runner, which is the clearest articulation of the persistence/reload problem.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68582", + "right": "issue:68611", + "accept": false, + "reason": "Likely related / possibly duplicate, but the packet only provides soft textual similarity and no deterministic or structural linkage. The wording suggests the same general persistence area, yet there is not enough evidence to confidently say these are the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is a bit too strong for the packet. The titles suggest a related WebChat/CLI persistence issue, but the evidence here is only soft similarity (jaccard 0.52) and deterministic_accept is false, so saying they are the same underlying bug overstates what is grounded. The soft-edge verdict should be more conservative, e.g. 'likely related / possibly duplicate,' 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": 329, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68596-2", + "nodes": [ + "issue:68596", + "issue:69978" + ], + "soft_pairs": [ + "issue:68596|issue:69978" + ], + "prepared_review_unit_hash": "d728cf8725a9d86e2b9311e198f2eb1a46d109c1cbe2ae56097424d96056fbf6", + "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 two issues are related to watchdog behavior, but they describe different feature requests: configurable timeout threshold vs. a /watchdog command with duplicate-warning suppression. I do not consider them duplicates.", + "confidence": 0.94, + "canonical_issue_reason": "No canonical issue: the requests overlap only at the watchdog subsystem level, but they target different user-facing changes and different underlying problems.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 69978 is the more concrete and narrowly scoped request, so it is the better representative of the cluster if one must be chosen, but it is not a duplicate of 68596.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68596", + "right": "issue:69978", + "accept": false, + "reason": "Same broad watchdog area, but not the same bug/change: 68596 asks for a configurable streaming watchdog timeout threshold, while 69978 asks for a /watchdog command and suppression of duplicate warnings per run." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 330, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "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": "5ee96580d262063e785b5c937edb19975bf740e4b6573f59cc9094f058d8ab48", + "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": "These are two unrelated gateway memory/leak issues in different code paths: one in usage cost caching/pruning, the other in APNS node wake bookkeeping before registration. The shared word \u201cleaking\u201d is only superficial.", + "confidence": 0.98, + "canonical_issue_reason": "Issue 68847 is the better representative because it is open, more specific, and describes a concrete registration-order leak in a single gateway node path.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68847 is the strongest issue to keep as the cluster representative: it has a precise failure mode, clear scope, and appears actively actionable.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68841", + "right": "issue:68847", + "accept": false, + "reason": "Reject: these describe different bugs in different subsystems. 68841 is about uncapped stale entries in costUsageCache over days; 68847 is about nodeWakeById entries being set before an unregistered-node check. 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": 331, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68882-2", + "nodes": [ + "issue:68882", + "issue:70072" + ], + "soft_pairs": [ + "issue:68882|issue:70072" + ], + "prepared_review_unit_hash": "8995428336dbe06617bad80334029a7baeff145364d10a78a0622c668169c21a", + "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 two issues are related by theme (deep dreaming) but not the same underlying problem: one reports a concrete zero-candidate / score-cap bug, while the other requests introspection into ranking and promotion decisions.", + "confidence": 0.94, + "canonical_issue_reason": "Issue 68882 is the better canonical issue because it describes a specific malfunction with clear symptoms and impact: recallCount stays at 0 and maxScore caps at 0.62 during deep dreaming.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68882 is the strongest cluster representative since it is the concrete bug report; issue 70072 is more of a feature/observability request and does not subsume the failure mode.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68882", + "right": "issue:70072", + "accept": false, + "reason": "They share the deep dreaming domain, but 68882 is a correctness bug about zero candidates and score capping, whereas 70072 asks for explanatory visibility into candidate ranking/promotion. These are 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": 332, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68884-2", + "nodes": [ + "issue:68884", + "issue:68896" + ], + "soft_pairs": [ + "issue:68884|issue:68896" + ], + "prepared_review_unit_hash": "90aeda7de2c6721449e4bf0d4f373eb2b6fa17d1322c86ee8f65a1857f522207", + "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": "Both items request the same voice-input enhancement: a quick action for auto-send plus a way to enter continuous dictation mode. The second issue is more specific about the interaction model, but they appear to describe the same feature request.", + "confidence": 0.88, + "canonical_issue_reason": "Issue 68896 is the better canonical issue because it states the behavior precisely (short click auto-send, long hold for continuous mode) and is more implementation-ready than the broader dual-button framing in 68884.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 68896 is the strongest representative of the cluster: it clearly defines the intended UX and scope, while 68884 is a more general version of the same request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68884", + "right": "issue:68896", + "accept": true, + "reason": "Same underlying feature request: voice input with separate auto-send and continuous dictation behavior. The wording differs, but the requested capability is effectively the same." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet and stays at the right level of caution. The two titles both point to the same voice-input feature area (auto-send plus a continuous mode), and the soft similarity verdict is reasonable given the overlap. The canonical issue choice is also defensible, with 68896 being the more precise formulation." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 333, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68923-2", + "nodes": [ + "issue:68923", + "issue:68946" + ], + "soft_pairs": [ + "issue:68923|issue:68946" + ], + "prepared_review_unit_hash": "4880b93f9e6ea2bbb748e425f3244d7bd38e4d2dca00b9aed8328f985ee03564", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1530, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1530, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The pair is a strong duplicate candidate: both issues have the same title, the same body length, the same state, and the same level of inbound references. The packet does not prove the bodies are textually identical, so the duplicate call should be phrased conservatively.", + "confidence": 0.87, + "canonical_issue_reason": "#68923 is the best canonical issue because it is the earlier report and the available metadata matches #68946 closely (same title, same body length, same issue state).", + "canonical_pr_reason": null, + "best_issue_reason": "#68923 is the best issue anchor for the same reason: it predates #68946 and the provided metadata suggests the same underlying bug report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:68923", + "right": "issue:68946", + "accept": true, + "reason": "The two issues have the same title and identical body length, plus soft-similarity evidence and matching metadata. That is enough to treat them as likely duplicates, while still noting the bodies were not directly compared here." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The duplicate-issue conclusion is plausible, but the writeup overstates the evidence. The packet only shows identical titles, identical body lengths, and soft similarity; it does not establish that the issue bodies are textually identical or that there are no meaningful differences. Please keep the verdict more conservative and grounded in the provided metadata." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 334, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-68950-2", + "nodes": [ + "issue:68950", + "issue:68951" + ], + "soft_pairs": [ + "issue:68950|issue:68951" + ], + "prepared_review_unit_hash": "f92bd975caa1e01af617803eb6190c343211bf9b56c1fade03438a5b734739b9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 2937, + "estimated_input_tokens": 735, + "estimated_eval_tokens": 1726 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 2937, + "estimated_input_tokens": 735, + "estimated_eval_tokens": 1726 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 335, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69161-2", + "nodes": [ + "issue:69161", + "issue:69162" + ], + "soft_pairs": [ + "issue:69161|issue:69162" + ], + "prepared_review_unit_hash": "79df2a83d77dfe025b5bcc321697c8bacd32d416b2fb3476113754ca87fc8cb8", + "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 involve cron execution under exec-approval policy, but they describe different failure modes: one is about denied execs looping/being verbose, the other about dry-run semantics not matching scheduled execution. They are related, but not the same duplicate.", + "confidence": 0.78, + "canonical_issue_reason": "Issue 69162 is the broader, more representative report of cron behavior under exec-approval policy, so it best captures the shared theme of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 69162 is the better cluster representative because it frames the user-facing semantics problem more generally, while 69161 reads more like a specific symptom of denial handling.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69161", + "right": "issue:69162", + "accept": false, + "reason": "Related cron/exec-approval context, but not the same concrete bug: 69161 is about fast-failing verbose exec denials, while 69162 is about dry-run semantics diverging from scheduled fire behavior." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 336, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69238-2", + "nodes": [ + "issue:69238", + "issue:69361" + ], + "soft_pairs": [ + "issue:69238|issue:69361" + ], + "prepared_review_unit_hash": "90f1d24da80449b13eafa838c8c10337f828422c003299825c75b96ffd241340", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1598, + "estimated_input_tokens": 400, + "estimated_eval_tokens": 1056 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues concern duplicated schema definitions in core, but they target different domains and likely different refactors. The channels issue is more concrete and actionable; the BlueBubbles issue is broader architecture cleanup.", + "confidence": 0.81, + "canonical_issue_reason": "issue #69361 is the better canonical issue because it names the exact subsystem and file (`zod-schema.providers-core.ts`) and ties the work to a specific follow-up (`post-#69193`), making it more concrete than the broader BlueBubbles architecture complaint in #69238.", + "canonical_pr_reason": null, + "best_issue_reason": "#69361 is the best overall issue in the cluster: it is narrowly scoped, references a specific code location, and looks like a single actionable cleanup. #69238 is more of a high-level boundary-violation umbrella issue.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69238", + "right": "issue:69361", + "accept": false, + "reason": "They share a general theme of duplicate schemas in core, but the titles point to different areas (BlueBubbles vs channels) and different expected refactors. 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": 337, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69242-2", + "nodes": [ + "issue:69242", + "issue:72240" + ], + "soft_pairs": [ + "issue:69242|issue:72240" + ], + "prepared_review_unit_hash": "3caa4c7dd7befd3cd9d329244d823c3dc023ee93ee5bc5aed5672cfdad47cb94", + "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": "These two issues describe similar exec-tool SIGKILL symptoms, but they differ on platform and workload enough that they should not be treated as the same bug cluster.", + "confidence": 0.86, + "canonical_issue_reason": "Issue #69242 is the better canonical issue because it gives a more specific failure pattern (Linux, intermittent SIGKILL, broad find/grep discovery commands, no OOM evidence), which is more actionable for triage than the more generic macOS report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #69242 is the best representative for this cluster since it has the clearest reproduction shape and diagnostic framing; however, it is still not a confirmed duplicate of #72240.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69242", + "right": "issue:72240", + "accept": false, + "reason": "Both report exec commands being SIGKILLed without a clear cause, but the OS and command profile differ (Linux find/grep discovery commands vs macOS generic exec commands). That is not enough to conclude 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": 338, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69264-2", + "nodes": [ + "issue:69264", + "issue:69265" + ], + "soft_pairs": [ + "issue:69264|issue:69265" + ], + "prepared_review_unit_hash": "7fa9f423fdaab912b48d163d02494690ad01a60da92869ad26711cd6858770c0", + "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": "These two closed issues are near-verbatim duplicates asking the same clarification about dynamic agent updates without a gateway restart.", + "confidence": 0.99, + "canonical_issue_reason": "issue:69264 is the cleaner, earlier copy of the same question; issue:69265 only adds a bracketed prefix and no substantive difference.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:69264 is the best representative because it is the earliest and most canonical formulation of the duplicate question.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69264", + "right": "issue:69265", + "accept": true, + "reason": "Titles and bodies are essentially identical; the '[Feature]' prefix does not change the underlying request/clarification." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet: the titles are effectively identical aside from the bracketed prefix, the body lengths are nearly the same, and the created times are only minutes apart. The soft-edge acceptance is conservative enough here, since the evidence strongly supports a duplicate/near-duplicate relationship." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 339, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69295-2", + "nodes": [ + "issue:69295", + "issue:69299" + ], + "soft_pairs": [ + "issue:69295|issue:69299" + ], + "prepared_review_unit_hash": "6243e872468d0286dd108977804d864db74c1c452f0954d0a2eda3e3adad95d9", + "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": "False-positive cluster: these are two unrelated feature requests, not duplicates.", + "confidence": 0.98, + "canonical_issue_reason": "No canonical issue: `doctor.memory.status` per-agent count exposure and `skills.uninstall` RPC are different features with different code paths.", + "canonical_pr_reason": null, + "best_issue_reason": "No single best issue for the cluster; it should be split because the items are unrelated.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69295", + "right": "issue:69299", + "accept": false, + "reason": "Different requested capabilities in different subsystems: memory-status reporting vs skill uninstallation RPC." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 340, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69298-3", + "nodes": [ + "issue:69298", + "issue:69300", + "issue:70679" + ], + "soft_pairs": [ + "issue:69298|issue:70679", + "issue:69298|issue:69300" + ], + "prepared_review_unit_hash": "2b88f86f44fa28e983e61ef9683e93df22f8fd6c87771b410f5bde7f8bfdf8e5", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2597, + "estimated_input_tokens": 650, + "estimated_eval_tokens": 1556 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2597, + "estimated_input_tokens": 650, + "estimated_eval_tokens": 1556 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues are related by harness/session accounting themes, but they do not look like the same underlying bug. Two report token-usage double counting in different clients, while the third is about compaction preventing memory flush/session bookkeeping.", + "confidence": 0.84, + "canonical_issue_reason": "Issue 69298 is the clearest representative of the cluster\u2019s accounting bug pattern: it names the concrete symptom (cached input double-counting) and the affected harness more directly than the others.", + "canonical_pr_reason": null, + "best_issue_reason": "69298 is the best single issue to anchor the cluster because it is specific, concise, and describes a directly actionable accounting defect; the others are adjacent but materially different.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69298", + "right": "issue:70679", + "accept": false, + "reason": "Both mention double-counted cached/token input, but they target different surfaces (Codex harness vs claude-cli tool-loop usage accumulator). This reads as similar bug class, not the same concrete issue." + }, + { + "left": "issue:69298", + "right": "issue:69300", + "accept": false, + "reason": "The problems differ: 69298 is token accounting inflation from cached input, while 69300 is compaction bypassing memory flush and session bookkeeping. Same broad area, 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": 341, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69561-2", + "nodes": [ + "issue:69561", + "issue:69799" + ], + "soft_pairs": [ + "issue:69561|issue:69799" + ], + "prepared_review_unit_hash": "a91427ffba59c9d3d57f315a790ef1e237810d6d8625edac665ff811ff87cd0a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1647, + "estimated_input_tokens": 412, + "estimated_eval_tokens": 1080 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related macOS Accessibility/TCC security discussions, but they are not the same issue: one asks for a documentation warning about Node\u2019s global Accessibility permissions, while the other proposes a bundled/dedicated Node binary to scope permissions to the app. The latter is the substantive product/security change; the former is a docs-only advisory.", + "confidence": 0.91, + "canonical_issue_reason": "Issue #69799 is the broader, actionable security/product request: it proposes changing how Node is shipped so macOS FDA/Accessibility permissions are isolated to the app. Issue #69561 is narrower and only asks for documentation to warn users about the current behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "#69799 is the best representative because it captures the underlying security problem and the desired fix path, whereas #69561 is only a documentation mitigation.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69561", + "right": "issue:69799", + "accept": false, + "reason": "Related topic, but not the same underlying change: docs warning versus bundling/scoping Node to isolate macOS Accessibility permissions. They could be handled separately and would not merge into one fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 342, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69601-3", + "nodes": [ + "issue:69601", + "issue:69613", + "issue:69615" + ], + "soft_pairs": [ + "issue:69601|issue:69613", + "issue:69601|issue:69615", + "issue:69613|issue:69615" + ], + "prepared_review_unit_hash": "4c76e8ff19756545550cee5d47d8bf1c09cb5706e07c5357b1b352b3f6f163b2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2606, + "estimated_input_tokens": 652, + "estimated_eval_tokens": 1560 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2606, + "estimated_input_tokens": 652, + "estimated_eval_tokens": 1560 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Three closed issues with identical title \"[withdrawn]\" and no body or linkage data. There is no substantive evidence they describe the same underlying problem beyond the withdrawn marker, so they should not be clustered as duplicates. If one must be chosen as a representative stub, the earliest number is the best placeholder.", + "confidence": 0.58, + "canonical_issue_reason": "Issue #69601 is the earliest of three indistinguishable withdrawn stubs, so it is the most reasonable placeholder canonical issue.", + "canonical_pr_reason": null, + "best_issue_reason": "#69601 is the best issue representative only by chronology; there is no content-based distinction among the three.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69601", + "right": "issue:69613", + "accept": false, + "reason": "Both are empty withdrawn stubs, but there is no evidence of the same underlying bug or request." + }, + { + "left": "issue:69601", + "right": "issue:69615", + "accept": false, + "reason": "Identical withdrawn placeholder titles are not enough to confirm a duplicate relationship." + }, + { + "left": "issue:69613", + "right": "issue:69615", + "accept": false, + "reason": "No body, links, or code references; cannot safely treat these 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": 343, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69754-2", + "nodes": [ + "issue:69754", + "issue:69755" + ], + "soft_pairs": [ + "issue:69754|issue:69755" + ], + "prepared_review_unit_hash": "b7d0e0a713fc250b32c880f4e560353bf12cfbf57416542bf9cfdc1136ca7129", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1687, + "estimated_input_tokens": 422, + "estimated_eval_tokens": 1100 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1687, + "estimated_input_tokens": 422, + "estimated_eval_tokens": 1100 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related only at a high level (approval/interactive-flow UX), but they describe different failure modes in different contexts, so they should not be deduplicated.", + "confidence": 0.92, + "canonical_issue_reason": "Issue 69755 is the more concrete, actionable report because it names the exact post-restart recommendation and the constrained contexts where it breaks; 69754 is a separate Feishu-specific approval UX complaint.", + "canonical_pr_reason": null, + "best_issue_reason": "69755 is the best representative issue in this cluster because it is narrowly scoped and easier to act on without conflating it with Feishu button-fallback guidance.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69754", + "right": "issue:69755", + "accept": false, + "reason": "Both are about degraded approval/interactivity flows, but 69754 is specifically Feishu approval-button fallback guidance while 69755 is about a post-restart `openclaw doctor --non-interactive` suggestion becoming non-actionable in constrained contexts; they are 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": 344, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69841-2", + "nodes": [ + "issue:69841", + "issue:70057" + ], + "soft_pairs": [ + "issue:69841|issue:70057" + ], + "prepared_review_unit_hash": "12a2f724115d3e2588791863f3d31744a3f530171611046a57b24f239a81cf33", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1665, + "estimated_input_tokens": 417, + "estimated_eval_tokens": 1090 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1665, + "estimated_input_tokens": 417, + "estimated_eval_tokens": 1090 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues appear to describe the same Discord gateway startup regression after upgrading 4.1 \u2192 4.20, with #70057 explicitly filed as a follow-up to #69841. #69841 is the broader canonical report; #70057 is a narrower symptom report of the same underlying problem.", + "confidence": 0.86, + "canonical_issue_reason": "#69841 is the original, broader report and already includes the slow Discord gateway symptom alongside related upgrade regressions, making it the best anchor for deduplication.", + "canonical_pr_reason": null, + "best_issue_reason": "#69841 is the most comprehensive issue and likely the best canonical tracker for this bug cluster; #70057 adds no clearly distinct code-path beyond the same startup slowdown.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69841", + "right": "issue:70057", + "accept": true, + "reason": "Accept: #70057 is explicitly a follow-up to #69841 and describes the same gateway startup slowdown after the same upgrade path, so it is the same underlying issue." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: #70057 explicitly says it is a follow-up to #69841, and both center on the Discord gateway startup slowdown after the 4.1 \u2192 4.20 upgrade. The soft-edge acceptance is conservative and supported by the titles, without overclaiming beyond the evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 345, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69864-2", + "nodes": [ + "issue:69864", + "issue:70078" + ], + "soft_pairs": [ + "issue:69864|issue:70078" + ], + "prepared_review_unit_hash": "6255ec17f11b35cbc5a571924149710233089d64a49d5379722ec5e3a4b29370", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1548, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1548, + "estimated_input_tokens": 387, + "estimated_eval_tokens": 1030 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two Ballast issues are related only by project label; one is about producing a V6 logo file, the other is about applying a V8 design system to a live Shopify store. They do not describe the same underlying work.", + "confidence": 0.97, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "Issue #70078 is the broader, product-facing implementation task and is the better single representative if a cluster must choose one issue, but it is not a duplicate of #69864.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69864", + "right": "issue:70078", + "accept": false, + "reason": "Different deliverables and scopes: logo asset production versus storefront design-system rollout. No shared code path or 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": 346, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69865-2", + "nodes": [ + "issue:69865", + "issue:71002" + ], + "soft_pairs": [ + "issue:69865|issue:71002" + ], + "prepared_review_unit_hash": "01f46dc2eaa7bf0337f4d6e5a08ced1171fd24481ae68b9dc6d9264350ca4c71", + "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 related to the same \"How We Vet\" page theme, but the available evidence is too thin to call them duplicates or the same bugfix/request. They read as closely related topic variants rather than a proven overlap.", + "confidence": 0.58, + "canonical_issue_reason": "Issue #71002 is the most concrete representative of the shared page topic because it adds specific scope around customer-facing content and real pass/fail examples. That makes it the better cluster anchor, though not enough to prove duplication.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #71002 is the best overall issue representative because its wording is more specific and actionable than #69865, so it better captures the concrete request within this topic area.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69865", + "right": "issue:71002", + "accept": false, + "reason": "The evidence only shows soft topical similarity and a low Jaccard score; there is not enough detail to confidently treat these as the same underlying request or bugfix." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is too strong for the evidence available. The packet only gives titles and a soft-similarity signal (Jaccard 0.216, deterministic_accept=false), so claiming the issues are duplicates/near-duplicates and that one is a refinement of the other overstates what is grounded. A more conservative verdict would be to note they are related by topic, but not to accept the soft edge as the same bugfix/request." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 347, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-69866-3", + "nodes": [ + "issue:69866", + "issue:69867", + "issue:70077" + ], + "soft_pairs": [ + "issue:69866|issue:69867", + "issue:69867|issue:70077" + ], + "prepared_review_unit_hash": "cf9d7294784990362490141b73dc89f39501bd8f8e45ea7c9bced2a47bed21d2", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2489, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2489, + "estimated_input_tokens": 623, + "estimated_eval_tokens": 1502 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three closed issues are related at the project level (Ballast/SKU vetting), but they describe distinct work items: a pipeline gate, a manual SKU research task, and automation for sourcing research data. I do not see duplicate evidence for any pair.", + "confidence": 0.83, + "canonical_issue_reason": "Issue 69867 is the broadest umbrella item: it defines the initial SKU research effort across multiple candidates and categories, which is more central than the narrower pipeline-gate or automation sub-tasks.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 69867 is the best representative because it reads like the main research milestone, while 69866 and 70077 are narrower implementation-support tasks around vetting and sourcing.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:69866", + "right": "issue:69867", + "accept": false, + "reason": "Related under Ballast, but one is a build/vetting pipeline gate and the other is a broad SKU research task; different underlying work." + }, + { + "left": "issue:69867", + "right": "issue:70077", + "accept": false, + "reason": "One is manual initial SKU research, the other is automation for PubMed/web sourcing; these are complementary but not the same issue 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": 348, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70024-2", + "nodes": [ + "issue:70024", + "issue:71412" + ], + "soft_pairs": [ + "issue:70024|issue:71412" + ], + "prepared_review_unit_hash": "ecbec2f25e6d45a2000166ebbbc82113bbb2ffcfe2c8a14f56aed9e95c737dc3", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1619, + "estimated_input_tokens": 405, + "estimated_eval_tokens": 1066 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues look related and likely in the same area, but the packet does not provide enough body evidence to confidently deduplicate them. Based on titles alone, they may describe overlapping stop-timeout/state-cleanup failures, yet that is still only a plausible relationship, not a confirmed same-bug match.", + "confidence": 0.41, + "canonical_issue_reason": "#70024 is the better canonical issue if one must be chosen: its title is broader and more user-facing, while #71412 reads like a narrower symptom variant focused on abort-timeout/zombie-task behavior.", + "canonical_pr_reason": null, + "best_issue_reason": "#70024 is the strongest standalone issue because it captures the broader failure mode and impact; #71412 appears narrower and could be a related manifestation rather than a distinct primary report.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70024", + "right": "issue:71412", + "accept": false, + "reason": "Reject: the evidence here is only title overlap and a low soft-similarity signal. Without body details or explicit cross-references, it is not safe to conclude both issues describe the exact same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is stronger than the packet supports. From the packet we only know the two issue titles, lengths, and a low soft-similarity signal (Jaccard 0.21); there is no body content here to confirm they share the same underlying bug. The soft-edge verdict also overstates certainty by asserting the same stop-timeout/zombie-store failure mode. A more conservative reading would be that the issues look related or possibly overlapping, but not confidently deduplicated from this evidence alone." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 349, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70114-3", + "nodes": [ + "issue:70114", + "issue:70115", + "issue:70116" + ], + "soft_pairs": [ + "issue:70114|issue:70115", + "issue:70114|issue:70116", + "issue:70115|issue:70116" + ], + "prepared_review_unit_hash": "518c436967739ba8c770b2f230da81df6aa040cda684e728fb8298c44324a592", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2780, + "estimated_input_tokens": 695, + "estimated_eval_tokens": 1646 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2780, + "estimated_input_tokens": 695, + "estimated_eval_tokens": 1646 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three items are near-identical closed issues about the same netplan permission-denied problem on K8s nodes; they should be clustered together, with one issue as the canonical representative.", + "confidence": 0.98, + "canonical_issue_reason": "issue:70116 has the strongest evidence of being the main thread in this cluster: same title as the others, slightly richer body, and it has both discussion activity and an inbound reference while the others are quieter.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:70116 is the best issue candidate because it appears to have the most engagement/context and still represents the same underlying report as the other two.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70114", + "right": "issue:70115", + "accept": true, + "reason": "Identical title and no distinguishing metadata; these appear to be duplicate reports of the same issue." + }, + { + "left": "issue:70114", + "right": "issue:70116", + "accept": true, + "reason": "Same exact issue title and same reported problem; 70116 just has a bit more discussion/context." + }, + { + "left": "issue:70115", + "right": "issue:70116", + "accept": true, + "reason": "Same exact issue title and same reported problem; no evidence they describe different bugs." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "Grounded in the packet: all three closed issues share the exact same title, very similar body sizes, and only 70116 has a bit more activity/reference context, so using 70116 as canonical is reasonable. The soft-edge accepts are also conservative enough here given the near-identical titles and high similarity." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 350, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70408-2", + "nodes": [ + "issue:70408", + "issue:70659" + ], + "soft_pairs": [ + "issue:70408|issue:70659" + ], + "prepared_review_unit_hash": "db1b3c49fd2fe4f30952c9de7a66736eb9a27f73abc461428e7e412280606c8c", + "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 both mention failures on current main, but they point to different failing areas and likely different root causes: one is about an xai runtime dependency manifest contract failure, the other about a QA-lab extension test aborting the in-flight runner model catalog.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #70659 is the better canonical representative because it names a concrete failing test and a specific runtime path, making it more actionable and easier to deduplicate against future reports.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #70659 is the best issue candidate for this cluster because it is the more specific failure report, with a clearer symptom and subsystem target than the broader manifest-contract wording in #70408.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70408", + "right": "issue:70659", + "accept": false, + "reason": "The titles and descriptions indicate different failures in different areas: xai runtime dependency manifest contract vs QA-lab extension test aborting the runner model catalog. They share only a vague 'fails on main' context, 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": 351, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70753-2", + "nodes": [ + "issue:70753", + "issue:72757" + ], + "soft_pairs": [ + "issue:70753|issue:72757" + ], + "prepared_review_unit_hash": "fa9a9178535d256c171803487cdf36f167ee3614d9e9815dbd8cb5abd48b459e", + "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": "These look like two different MCP client bugs rather than duplicates: one is a timeout against a hosted SSE endpoint, the other is an incorrect Streamable HTTP handshake that issues GET SSE before POST initialize and hits 405 on POST-only servers.", + "confidence": 0.91, + "canonical_issue_reason": "If a single issue must represent the cluster, #72757 is the better canonical because it is more concrete about the failing code path and server interaction; #70753 is broader and describes a timeout symptom that may have a different root cause.", + "canonical_pr_reason": null, + "best_issue_reason": "#72757 is the best standalone issue because it precisely identifies the transport sequence and failure mode, making it easier to triage and route.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70753", + "right": "issue:72757", + "accept": false, + "reason": "Different underlying failures: #70753 reports a timeout even when the endpoint responds quickly, while #72757 reports the client opening an optional SSE GET before POST initialize and failing with 405 on POST-only servers. These do not look like the same bug or the same fix." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 352, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70766-3", + "nodes": [ + "issue:70766", + "issue:71080", + "issue:71793" + ], + "soft_pairs": [ + "issue:70766|issue:71793", + "issue:71080|issue:71793" + ], + "prepared_review_unit_hash": "597d1a6b8d6b09ef2271be2ee97c5afbbef9626c2d978ef47da534d7f37ddedb", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2643, + "estimated_input_tokens": 661, + "estimated_eval_tokens": 1578 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2643, + "estimated_input_tokens": 661, + "estimated_eval_tokens": 1578 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These issues are tightly related around the hardcoded 256KB CLAUDE_LIVE_MAX_STDOUT_BUFFER_CHARS limit in claude-cli live sessions, but the evidence is only soft similarity. They look like likely related reports or possible duplicates, not a high-confidence single-bug cluster.", + "confidence": 0.72, + "canonical_issue_reason": "Issue 70766 is the best canonical issue because it frames the problem at the root-cause level and asks to make the 256KB stdout-buffer limit configurable.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 71793 is the clearest symptom report because it names the exact failure message and directly ties it to the hardcoded 256KB stdout buffer cap.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70766", + "right": "issue:71793", + "accept": false, + "reason": "Likely related, but the packet only shows soft_similarity and deterministic_accept=false. The titles point to the same 256KB limit, yet that is not enough to confidently treat them as the same underlying issue." + }, + { + "left": "issue:71080", + "right": "issue:71793", + "accept": false, + "reason": "Likely related, but evidence is only soft_similarity with deterministic_accept=false. This supports a common theme around the 256KB cap, not a confident duplicate/root-cause match." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The cluster summary is a bit too strong for the evidence in the packet. All three issues clearly revolve around the same 256KB CLAUDE_LIVE_MAX_STDOUT_BUFFER_CHARS limit, but the pairwise evidence is only soft_similarity and both soft pairs have deterministic_accept=false. That supports a likely common theme, not a confident duplicate/one-bug conclusion. The soft-edge verdicts should be more conservative (e.g. \"likely related\" or \"possible duplicate\") unless the issue bodies explicitly confirm the same root cause." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 353, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-70774-3", + "nodes": [ + "issue:70774", + "issue:70775", + "issue:70782" + ], + "soft_pairs": [ + "issue:70774|issue:70782", + "issue:70774|issue:70775", + "issue:70775|issue:70782" + ], + "prepared_review_unit_hash": "ee8bb03621159fa73fe9e7221d7d7d088657b328655a82cdb238e032698fa4e4", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2920, + "estimated_input_tokens": 730, + "estimated_eval_tokens": 1716 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2920, + "estimated_input_tokens": 730, + "estimated_eval_tokens": 1716 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "All three issues are near-duplicates of the same feature request: add a slim/bare mode that passes `--bare` to the `claude-cli` backend so smaller sub-Opus models can fit the context window in large workspaces.", + "confidence": 0.97, + "canonical_issue_reason": "Issue #70782 is the best canonical issue: it is the most specific and actionable phrasing of the request, mentions the concrete implementation detail (`--bare`), and adds the workspace/context-window motivation.", + "canonical_pr_reason": null, + "best_issue_reason": "#70782 best captures the underlying change request and use case; #70774 and #70775 are shorter paraphrases of the same feature.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:70774", + "right": "issue:70782", + "accept": true, + "reason": "Same feature request: both ask for a slim/bare mode that passes `--bare` to `claude-cli` to fit sub-Opus models into the context window." + }, + { + "left": "issue:70774", + "right": "issue:70775", + "accept": true, + "reason": "Direct paraphrases of the same requested feature; only wording differs (`slim-mode`, `slim/bare mode`, `--bare`)." + }, + { + "left": "issue:70775", + "right": "issue:70782", + "accept": true, + "reason": "Same underlying change request with the same backend flag and same goal of supporting sub-Opus models in constrained contexts." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is grounded in the packet: all three issue titles describe the same slim/bare-mode feature request for the claude-cli backend, and #70782 is reasonably the most specific of the three. The pairwise acceptances are conservative enough given the available evidence, and no unsupported claims are introduced beyond what the titles themselves state." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 354, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71004-2", + "nodes": [ + "issue:71004", + "issue:72072" + ], + "soft_pairs": [ + "issue:71004|issue:72072" + ], + "prepared_review_unit_hash": "ab2236f9fd43c4e3482b319ea717013143f18b4b781b01936305e6ed91473f17", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1549, + "estimated_input_tokens": 388, + "estimated_eval_tokens": 1032 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both issues are related RFCs about agent/runtime architecture, but they target different scopes: a broad contract-first runtime rewrite versus RuntimePlan finalization and embedded runner cleanup. They are adjacent, not duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "If one issue must serve as the anchor, #72072 is the better representative because it is newer, open, and more narrowly scoped to a specific runtime cleanup/finalization effort.", + "canonical_pr_reason": null, + "best_issue_reason": "#72072 is the best issue to keep as the representative thread because it has clearer scope and higher current activity; #71004 is broader and reads like an earlier, more expansive RFC.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71004", + "right": "issue:72072", + "accept": false, + "reason": "Related architecture RFCs, but they describe different changes and scopes; this is 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": "issue", + "component_index": 355, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71061-3", + "nodes": [ + "issue:71061", + "issue:71688", + "issue:71689" + ], + "soft_pairs": [ + "issue:71061|issue:71688", + "issue:71061|issue:71689", + "issue:71688|issue:71689" + ], + "prepared_review_unit_hash": "0c44a2588195471a6f6d9f424cecbcb6a0dcfeb4881e7c987b3bd6e61d9cccbf", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2748, + "estimated_input_tokens": 687, + "estimated_eval_tokens": 1630 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2748, + "estimated_input_tokens": 687, + "estimated_eval_tokens": 1630 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These three issues only share generic bug-report wording; their concrete titles point to different problems (startup hook timers blocking closure vs. malformed SQLite restore failure vs. an unspecified placeholder bug). I don\u2019t see evidence they describe the same underlying defect.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 71688 is the best representative because it has a specific, actionable title describing a concrete bug scenario and is already closed.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 71688 is the strongest issue overall: it is specific, bug-focused, and self-contained. Issue 71689 is also concrete but appears to be a different failure mode, while 71061 is too vague to serve as a cluster representative.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71061", + "right": "issue:71688", + "accept": false, + "reason": "The left issue is an unspecific placeholder, while the right issue concerns hal-startup hook timers blocking lifecycle closure; no clear shared bug or code path." + }, + { + "left": "issue:71061", + "right": "issue:71689", + "accept": false, + "reason": "The left issue gives no concrete symptom, and the right issue is specifically about malformed SQLite image handling; these do not appear to be the same defect." + }, + { + "left": "issue:71688", + "right": "issue:71689", + "accept": false, + "reason": "These describe different failures in different subsystems: lifecycle closure timing vs. SQLite restore validation. 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": 356, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71151-2", + "nodes": [ + "issue:71151", + "issue:71152" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "c2b6c62fa14a10d373af3f256c4330f9f729ee01922203a5ecf4cf476283c55d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1195, + "estimated_input_tokens": 299, + "estimated_eval_tokens": 854 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1195, + "estimated_input_tokens": 299, + "estimated_eval_tokens": 854 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues do not look like the same underlying report: one is an effectively empty issue titled \".\", while the other is a withdrawn feature request with a distinct identity. The duplicate reference is not enough to justify merging them as duplicates.", + "confidence": 0.63, + "canonical_issue_reason": "Issue #71152 is the only one with meaningful context, so it is the better representative of the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #71152 is the most useful issue to keep as the cluster\u2019s anchor because it has an actual description; #71151 is too sparse to serve as a canonical record.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71151", + "right": "issue:71152", + "accept": false, + "reason": "The artifacts do not describe the same bug or change; one is empty/noisy and the other is a withdrawn 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": 357, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71233-2", + "nodes": [ + "issue:71233", + "issue:71304" + ], + "soft_pairs": [ + "issue:71233|issue:71304" + ], + "prepared_review_unit_hash": "e759d6f1cd2bcb2cb6c861410d6165cb091821b833bdb49531cd72b6d14e2aff", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1732, + "estimated_input_tokens": 433, + "estimated_eval_tokens": 1122 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1732, + "estimated_input_tokens": 433, + "estimated_eval_tokens": 1122 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are two unrelated bugs: one is a jiti/typebox module resolution failure on Linux, the other is a first-boot hang caused by synchronous npm installation of bundled plugin dependencies.", + "confidence": 0.98, + "canonical_issue_reason": "Issue #71233 is the better canonical issue because it describes a concrete code-path failure with clear affected packages and a specific resolution problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #71233 is the strongest anchor for this cluster only in the sense that it is the more specific, technically actionable bug report; however, it should not subsume #71304 because the underlying failures are different.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71233", + "right": "issue:71304", + "accept": false, + "reason": "Different underlying problems: #71233 is a module-resolution/import bug in the jiti plugin loader, while #71304 is a startup latency/hang bug from synchronous dependency installation. They would not be fixed by one PR." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 358, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71415-2", + "nodes": [ + "issue:71415", + "issue:71417" + ], + "soft_pairs": [ + "issue:71415|issue:71417" + ], + "prepared_review_unit_hash": "5831193e6325dd8083086253116d12ecc70178934c479121d9c35fc379f95f8a", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 359, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71426-3", + "nodes": [ + "issue:71426", + "issue:71427", + "issue:71428" + ], + "soft_pairs": [ + "issue:71426|issue:71427", + "issue:71427|issue:71428" + ], + "prepared_review_unit_hash": "179fca98403fbd07e97ed04314adc2b162fbda1b9bf6ee498fa3f99e8c05e0b5", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2543, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2543, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are three related-but-distinct plugin RFC issues, each proposing a different extension seam or manifest capability. They share a broad plugin architecture theme, but not the same underlying bug/change.", + "confidence": 0.92, + "canonical_issue_reason": "No canonical duplicate issue: 71426 (patch payload hook), 71427 (tool-event subscription), and 71428 (allowConversationAccess manifest field) target different plugin APIs and code paths.", + "canonical_pr_reason": null, + "best_issue_reason": "If a single anchor is needed, 71427 is the strongest representative because it has the most inbound references and is already closed, suggesting the most discussion and convergence; however it is still not a duplicate of the others.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71426", + "right": "issue:71427", + "accept": false, + "reason": "Both are plugin RFCs, but one is about letting plugins own patch payload handling while the other is about subscribing to tool events for observation. Different extension points and different behavior, so not the same change." + }, + { + "left": "issue:71427", + "right": "issue:71428", + "accept": false, + "reason": "These propose different capabilities: tool-call/event observation vs a manifest field for conversation access. They may belong to the same ecosystem, but they are not the same underlying feature 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": 360, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71493-2", + "nodes": [ + "issue:71493", + "issue:71494" + ], + "soft_pairs": [ + "issue:71493|issue:71494" + ], + "prepared_review_unit_hash": "8246c07ce871a9b5fd5824bc401d2e4695773fd627cafc8ee66f24ea616e25e2", + "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 two issues are related to gateway URL generation, but they describe different symptoms and likely different fixes: one is about advertising the Docker bridge IP in LAN mode, the other about using http instead of https when TLS is enabled.", + "confidence": 0.9, + "canonical_issue_reason": "Issue #71494 is the more concrete, narrowly scoped bug report: it identifies a specific incorrect dashboard URL scheme under TLS.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue #71494 is a better cluster representative because the failure mode is explicit and tied to a single observable behavior.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71493", + "right": "issue:71494", + "accept": false, + "reason": "They overlap on gateway/dashboard URL handling, but one is about host/IP advertisement in LAN mode while the other is about HTTP vs HTTPS under TLS; these 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": 361, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71531-2", + "nodes": [ + "issue:71531", + "issue:71533" + ], + "soft_pairs": [ + "issue:71531|issue:71533" + ], + "prepared_review_unit_hash": "1e40adfeb715ea7dcf1e40780a7976bde38ef9c84ab447ce756170ae5c4fa5eb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1736, + "estimated_input_tokens": 434, + "estimated_eval_tokens": 1124 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1736, + "estimated_input_tokens": 434, + "estimated_eval_tokens": 1124 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 362, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71603-2", + "nodes": [ + "issue:71603", + "issue:71607" + ], + "soft_pairs": [ + "issue:71603|issue:71607" + ], + "prepared_review_unit_hash": "d52488f4e1ec9ba0d44264b9e71a9608f98221ad1e411ec12080f3ae0c843f77", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1623, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1623, + "estimated_input_tokens": 406, + "estimated_eval_tokens": 1068 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "Both closed issues describe the same cron bug: changing a job expression can leave a stale in-memory schedule and trigger duplicate runs. The second item appears to be a sanitized duplicate of the first.", + "confidence": 0.99, + "canonical_issue_reason": "Issue 71603 is the earlier report and appears to be the original, unsanitized version of the same bug report.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 71607 has slightly more discussion and inbound references, so it is the stronger representative for triage context, but it is still the same underlying issue as 71603.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71603", + "right": "issue:71607", + "accept": true, + "reason": "Near-identical titles and implied bug description; 71607 is explicitly sanitized, so both artifacts refer to the same underlying cron schedule-staleness bug." + } + ] + }, + "evaluator_result": { + "accept": true, + "feedback": "The summary is well grounded in the packet: the two issue titles are near-identical, the metadata is highly similar, and 71607 is marked as sanitized. The representative/canonical choices are also conservative and supported by the creation times and activity counts. The soft-edge accept is justified by the very high similarity and the lack of conflicting evidence." + }, + "evaluator_used": true, + "retried": false, + "accepted_nontrivial_soft_edge": true, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 363, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71630-2", + "nodes": [ + "issue:71630", + "issue:71631" + ], + "soft_pairs": [ + "issue:71630|issue:71631" + ], + "prepared_review_unit_hash": "5c1beba1d839048b2ae6c23ef91f27f5c42d4505d1b481b316f739df12336c4a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1583, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1583, + "estimated_input_tokens": 396, + "estimated_eval_tokens": 1048 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These are related to the Web UI experience, but they describe different feature requests: one adds a compact runtime status indicator in the composer, while the other improves gateway configuration and chat responsiveness. They are not duplicates.", + "confidence": 0.92, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": null, + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71630", + "right": "issue:71631", + "accept": false, + "reason": "Different underlying requests and scope: UI status indicator vs gateway configuration/chat responsiveness. Shared Web UI context is too broad to merge 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": 364, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71732-6", + "nodes": [ + "issue:71732", + "issue:71733", + "issue:71734", + "issue:71735", + "issue:71736", + "issue:71737" + ], + "soft_pairs": [ + "issue:71732|issue:71734", + "issue:71732|issue:71735", + "issue:71732|issue:71736", + "issue:71732|issue:71733", + "issue:71732|issue:71737", + "issue:71733|issue:71737", + "issue:71733|issue:71734", + "issue:71733|issue:71735", + "issue:71733|issue:71736", + "issue:71734|issue:71735", + "issue:71734|issue:71736", + "issue:71734|issue:71737", + "issue:71735|issue:71736", + "issue:71735|issue:71737", + "issue:71736|issue:71737" + ], + "prepared_review_unit_hash": "c19138f2806b0007f577268421a1e1df72bd1291dc25ea32857b644d88fbb4bd", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 15, + "serialized_chars": 8679, + "estimated_input_tokens": 2170, + "estimated_eval_tokens": 4596 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 15, + "serialized_chars": 8679, + "estimated_input_tokens": 2170, + "estimated_eval_tokens": 4596 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 365, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-71957-2", + "nodes": [ + "issue:71957", + "issue:72257" + ], + "soft_pairs": [ + "issue:71957|issue:72257" + ], + "prepared_review_unit_hash": "bdc4d32dbd16dd036783882326cb796523fadeff0d8a680453436af6672b345a", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1635, + "estimated_input_tokens": 409, + "estimated_eval_tokens": 1074 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1635, + "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 are related to the claude-cli/anthropic gateway area, but they describe different bugs: one is a startup race where channels fire before harness registration, the other is a session-abort deregistration regression causing subagent failure and an announce loop.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "No canonical issue candidate: the titles and described failure paths point to distinct defects rather than duplicate reports.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:71957", + "right": "issue:72257", + "accept": false, + "reason": "Different root causes and symptoms: startup registration race vs. abort-time deregistration/regression. They are in the same subsystem but 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": 366, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72002-2", + "nodes": [ + "issue:72002", + "issue:72003" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "b8e0f79696cf3fbd460831578abc4215a91d48b00ef02ba5d7abf3b12cfb1ad8", + "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": "These two closed issues are near-perfect duplicates: same title, same likely report, and explicit duplicate reference evidence. Issue #72003 is the slightly better canonical issue because it has marginally more discussion and inbound references.", + "confidence": 0.99, + "canonical_issue_reason": "#72003 is the better canonical issue because it has the same title/content as #72002 and slightly stronger discussion signal (more comments/inbound references), making it the more central duplicate target.", + "canonical_pr_reason": null, + "best_issue_reason": "#72003 is the best global issue representative since it appears to be the same bug report as #72002 and has the stronger interaction footprint.", + "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": 367, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72015-3", + "nodes": [ + "issue:72015", + "issue:72347", + "issue:72359" + ], + "soft_pairs": [ + "issue:72347|issue:72359", + "issue:72015|issue:72347" + ], + "prepared_review_unit_hash": "c633ceb8f52b72e812e07a9e4e09784293a36002e42ec36fc9c1931e5de7aa1f", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2565, + "estimated_input_tokens": 642, + "estimated_eval_tokens": 1540 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2565, + "estimated_input_tokens": 642, + "estimated_eval_tokens": 1540 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 368, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72062-2", + "nodes": [ + "issue:72062", + "issue:72150" + ], + "soft_pairs": [ + "issue:72062|issue:72150" + ], + "prepared_review_unit_hash": "fe03a70a384cc0ae6f16ffe8cc3a58d5931164d0638de35473eff9183a23c211", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1613, + "estimated_input_tokens": 404, + "estimated_eval_tokens": 1064 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1613, + "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 not duplicates: one is a feature request for per-agent bash wrapper denial, the other is a bug about systemPromptOverride being lost after gateway restart and sessions.json wipe. They share the agents/config surface area but describe different behaviors and fixes.", + "confidence": 0.94, + "canonical_issue_reason": null, + "canonical_pr_reason": null, + "best_issue_reason": "issue #72150 is the more concrete, reproducible bug report; issue #72062 is a separate feature request rather than the same underlying defect.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72062", + "right": "issue:72150", + "accept": false, + "reason": "Different underlying problems: deny_wrappers is a new per-agent control feature, while systemPromptOverride being ignored after restart/wipe is a persistence/regression bug. Shared agent/config context 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": 369, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72194-2", + "nodes": [ + "issue:72194", + "issue:72195" + ], + "soft_pairs": [ + "issue:72194|issue:72195" + ], + "prepared_review_unit_hash": "800abbdf1da96b699d728699e3052b1ea7b16249e7786b1976f34ec5e636fa3f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1659, + "estimated_input_tokens": 415, + "estimated_eval_tokens": 1086 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1659, + "estimated_input_tokens": 415, + "estimated_eval_tokens": 1086 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These two issues are related to Anthropic image support, but they describe different problems: one is about the maximum attachment count, the other about Anthropic models not being registered as media-understanding providers. They should not be deduplicated.", + "confidence": 0.96, + "canonical_issue_reason": "Issue 72195 is the more concrete bug report: it identifies a specific failing code path (`image` tool on `anthropic-new` / `anthropic-paygo`) and a clear provider-registration problem.", + "canonical_pr_reason": null, + "best_issue_reason": "Issue 72195 is the best representative of the cluster because it is a direct, actionable bug with an explicit failure mode, whereas 72194 is framed as a feature/configuration limit request.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72194", + "right": "issue:72195", + "accept": false, + "reason": "Reject duplicate match: 72194 is about `DEFAULT_MAX_ATTACHMENTS = 1` limiting multi-image analysis, while 72195 is about Anthropic models not being registered as media-understanding providers. Same broad area, different underlying defects." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 370, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72371-2", + "nodes": [ + "issue:72371", + "issue:72440" + ], + "soft_pairs": [ + "issue:72371|issue:72440" + ], + "prepared_review_unit_hash": "f7efdf2384e80951039ab59e41c49415542ffe8f4823eacecb8a00176ab6642a", + "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 issues are plausibly related Google Meet realtime-session ownership problems, but the evidence here is only title-level soft similarity with no shared targets or code-path detail, so I would not merge them confidently.", + "confidence": 0.58, + "canonical_issue_reason": "#72440 is the cleaner, broader description of the apparent failure mode: tool-created realtime sessions losing gateway ownership. It reads more like the root symptom than the more specific beta-blocker report in #72371.", + "canonical_pr_reason": null, + "best_issue_reason": "#72440 is the best representative issue because it names the core ownership-loss problem directly and is less tied to one specific transient-input scenario.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72371", + "right": "issue:72440", + "accept": false, + "reason": "The titles are related, but the packet only shows moderate soft similarity and no shared targets, filenames, or concrete implementation evidence. That is not enough to conclude they are the same underlying bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The comparison is plausible, but the packet only gives title-level soft similarity plus a moderate Jaccard score, and deterministic_accept is false. The analyst goes a bit too far by stating these are the same underlying bug and that they likely belong in one cluster. A more conservative reading would be that they may be related, but the evidence is not strong enough here to accept the merge with confidence." + }, + "evaluator_used": true, + "retried": true, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 371, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72523-2", + "nodes": [ + "issue:72523", + "issue:72525" + ], + "soft_pairs": [ + "issue:72523|issue:72525" + ], + "prepared_review_unit_hash": "fdcd172ec43724d5da8f74085ac3d0048e710a6cbfb47d4d077d5bb12f2b0ec9", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "The two issues are about different Google Meet realtime behaviors: one is a playback-clearing bug during Gemini Live interruptions, the other is an audio-fidelity enhancement for PCM support. They are not duplicates.", + "confidence": 0.96, + "canonical_issue_reason": "No single canonical issue: 72523 is an interruption-handling bug, while 72525 is a separate higher-fidelity PCM audio request.", + "canonical_pr_reason": null, + "best_issue_reason": "If forced to anchor the cluster, 72523 is the more concrete bug report, but it should still remain separate from 72525.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72523", + "right": "issue:72525", + "accept": false, + "reason": "Different underlying problems: clearing stale playback on interruption vs improving PCM audio quality; not the same fix or duplicate report." + } + ] + }, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 372, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72638-2", + "nodes": [ + "issue:72638", + "issue:72823" + ], + "soft_pairs": [ + "issue:72638|issue:72823" + ], + "prepared_review_unit_hash": "a163dca14c96eb3bf71e81e9e9e004637f20b2e1148f92793488aaba416682c1", + "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 related by the same sessions_spawn area, but they describe different failure modes: a Feishu completion-event push failure versus the tool not being available for multi-agent dispatch. I would not treat them as duplicates.", + "confidence": 0.84, + "canonical_issue_reason": "issue:72638 is the more concrete, narrowly scoped report (a specific completion-event push failure on Feishu), making it the better anchor if one issue must represent the cluster.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:72638 is the best issue candidate because it states a specific code-path symptom rather than the broader availability/blocking description in issue:72823.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72638", + "right": "issue:72823", + "accept": false, + "reason": "Same subsystem, but the titles point to different bugs: one is a Feishu completion-event push failure, the other is sessions_spawn being unavailable for dispatch. Too different to merge 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": 373, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "error", + "reason": null, + "source": "llm", + "cache_hit": false, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-8079-2", + "nodes": [ + "issue:72804", + "issue:8079" + ], + "soft_pairs": [ + "issue:72804|issue:8079" + ], + "prepared_review_unit_hash": "f0365fd4188873c0ac32c3372ed0c77ad673b6b97107ff62c70b4cc236df378f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1577, + "estimated_input_tokens": 395, + "estimated_eval_tokens": 1046 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 374, + "component_count": 378, + "review_unit_index": 1, + "review_unit_count": 1, + "status": "reviewed", + "reason": null, + "source": "cache", + "cache_hit": true, + "model": "gpt-5.4-mini?service_tier=flex", + "cluster_id": "cluster-72835-2", + "nodes": [ + "issue:72835", + "issue:72837" + ], + "soft_pairs": [ + "issue:72835|issue:72837" + ], + "prepared_review_unit_hash": "f4290cbe916ded261f89c86b42392dd5b881139f22cc0c148039b94a37964e6f", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1689, + "estimated_input_tokens": 423, + "estimated_eval_tokens": 1102 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1689, + "estimated_input_tokens": 423, + "estimated_eval_tokens": 1102 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": { + "summary": "These look like two separate regressions in different runtime paths: one is a cron-service fallback/null-return bug, the other is a warm-gateway narrative-generation timeout across phases. They share only a loose \u201crecent fix regressed\u201d theme, not the same concrete defect.", + "confidence": 0.95, + "canonical_issue_reason": "Issue #72835 is the more concrete, narrowly scoped bug report with a specific failing API (`gatewayContext.getCron()` returning null) and a clear environment trigger (Linux v2026.4.25).", + "canonical_pr_reason": null, + "best_issue_reason": "#72835 is best suited as the primary issue because it names the exact failing component and failure mode, making it easier to deduplicate and route.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:72835", + "right": "issue:72837", + "accept": false, + "reason": "Different symptoms and code paths: cron fallback/null service access versus narrative generation timeouts in three phases. 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