diff --git a/analysis/current/analysis-report-hybrid.json b/analysis/current/analysis-report-hybrid.json index 2cc3290ba787276866f04265d8613f38b9b7d931..a2dc8f4e1aa3d52f8214c6da5bda2706e8b4947b 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": "20260428T210022Z", - "generated_at": "2026-04-28T22:34:19Z", + "snapshot_id": "20260429T000023Z", + "generated_at": "2026-04-29T01:34:52Z", "evidence_quality": "full", "llm_enrichment": true, "meta_bugs": [ @@ -11789,15 +11789,13 @@ ] }, { - "cluster_id": "cluster-37401-19", - "summary": "Cluster of 1 issues and 18 PRs centered on issue #37401.", + "cluster_id": "cluster-37656-18", + "summary": "Cluster of 18 related pull requests linked by soft_similarity.", "status": "open", - "confidence": 0.6, - "canonical_issue_number": 37401, + "confidence": 0.5, + "canonical_issue_number": null, "canonical_pr_number": 37656, - "issue_numbers": [ - 37401 - ], + "issue_numbers": [], "pr_numbers": [ 37656, 39060, @@ -11819,7 +11817,6 @@ 54040 ], "evidence_types": [ - "closing_reference", "soft_similarity" ], "pr_comparisons": [ @@ -15494,6 +15491,116 @@ } ] }, + { + "cluster_id": "cluster-72362-4", + "summary": "Cluster of 1 issues and 3 PRs centered on issue #72362.", + "status": "open", + "confidence": 0.8, + "canonical_issue_number": 72362, + "canonical_pr_number": 72531, + "issue_numbers": [ + 72362 + ], + "pr_numbers": [ + 72531, + 72635, + 73791 + ], + "evidence_types": [ + "closing_reference", + "shared_issue_target", + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 72531, + "right_pr_number": 72635, + "code_similarity": 0.224, + "size_similarity": 0.934, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.25, + "shared_filenames": [], + "shared_file_areas": [] + }, + { + "left_pr_number": 72531, + "right_pr_number": 73791, + "code_similarity": 0.39, + "size_similarity": 0.698, + "file_overlap": 0.667, + "area_overlap": 0.025, + "patch_similarity": 0.28, + "shared_filenames": [ + "src/infra/fs-safe.test.ts", + "src/infra/fs-safe.ts" + ], + "shared_file_areas": [ + { + "filename": "src/infra/fs-safe.test.ts", + "left_ranges": [ + [ + 8, + 14 + ], + [ + 754, + 825 + ] + ], + "right_ranges": [ + [ + 8, + 14 + ], + [ + 31, + 37 + ], + [ + 487, + 560 + ] + ] + }, + { + "filename": "src/infra/fs-safe.ts", + "left_ranges": [ + [ + 27, + 34 + ], + [ + 987, + 1032 + ] + ], + "right_ranges": [ + [ + 728, + 757 + ], + [ + 795, + 834 + ] + ] + } + ] + }, + { + "left_pr_number": 72635, + "right_pr_number": 73791, + "code_similarity": 0.189, + "size_similarity": 0.747, + "file_overlap": 0.0, + "area_overlap": 0.0, + "patch_similarity": 0.263, + "shared_filenames": [], + "shared_file_areas": [] + } + ] + }, { "cluster_id": "cluster-65870-4", "summary": "Cluster of 1 issues and 3 PRs centered on issue #65870.", @@ -15652,116 +15759,6 @@ } ] }, - { - "cluster_id": "cluster-72362-4", - "summary": "Cluster of 1 issues and 3 PRs centered on issue #72362.", - "status": "open", - "confidence": 0.8, - "canonical_issue_number": 72362, - "canonical_pr_number": 72531, - "issue_numbers": [ - 72362 - ], - "pr_numbers": [ - 72531, - 72635, - 73791 - ], - "evidence_types": [ - "closing_reference", - "shared_issue_target", - "soft_similarity" - ], - "pr_comparisons": [ - { - "left_pr_number": 72531, - "right_pr_number": 72635, - "code_similarity": 0.224, - "size_similarity": 0.934, - "file_overlap": 0.0, - "area_overlap": 0.0, - "patch_similarity": 0.25, - "shared_filenames": [], - "shared_file_areas": [] - }, - { - "left_pr_number": 72531, - "right_pr_number": 73791, - "code_similarity": 0.39, - "size_similarity": 0.698, - "file_overlap": 0.667, - "area_overlap": 0.025, - "patch_similarity": 0.28, - "shared_filenames": [ - "src/infra/fs-safe.test.ts", - "src/infra/fs-safe.ts" - ], - "shared_file_areas": [ - { - "filename": "src/infra/fs-safe.test.ts", - "left_ranges": [ - [ - 8, - 14 - ], - [ - 754, - 825 - ] - ], - "right_ranges": [ - [ - 8, - 14 - ], - [ - 31, - 37 - ], - [ - 487, - 560 - ] - ] - }, - { - "filename": "src/infra/fs-safe.ts", - "left_ranges": [ - [ - 27, - 34 - ], - [ - 987, - 1032 - ] - ], - "right_ranges": [ - [ - 728, - 757 - ], - [ - 795, - 834 - ] - ] - } - ] - }, - { - "left_pr_number": 72635, - "right_pr_number": 73791, - "code_similarity": 0.189, - "size_similarity": 0.747, - "file_overlap": 0.0, - "area_overlap": 0.0, - "patch_similarity": 0.263, - "shared_filenames": [], - "shared_file_areas": [] - } - ] - }, { "cluster_id": "cluster-73278-4", "summary": "Cluster of 1 issues and 3 PRs centered on issue #73278.", @@ -16763,6 +16760,128 @@ } ] }, + { + "cluster_id": "cluster-49855-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #49855.", + "status": "open", + "confidence": 0.8, + "canonical_issue_number": 49855, + "canonical_pr_number": 49967, + "issue_numbers": [ + 49855 + ], + "pr_numbers": [ + 49967, + 50164 + ], + "evidence_types": [ + "closing_reference", + "shared_issue_target", + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 49967, + "right_pr_number": 50164, + "code_similarity": 0.256, + "size_similarity": 0.161, + "file_overlap": 0.333, + "area_overlap": 0.286, + "patch_similarity": 0.161, + "shared_filenames": [ + "extensions/feishu/src/media.ts" + ], + "shared_file_areas": [ + { + "filename": "extensions/feishu/src/media.ts", + "left_ranges": [ + [ + 12, + 19 + ], + [ + 229, + 346 + ] + ], + "right_ranges": [ + [ + 236, + 271 + ] + ] + } + ] + } + ] + }, + { + "cluster_id": "cluster-51396-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #51396.", + "status": "open", + "confidence": 0.8, + "canonical_issue_number": 51396, + "canonical_pr_number": 57889, + "issue_numbers": [ + 51396 + ], + "pr_numbers": [ + 51413, + 57889 + ], + "evidence_types": [ + "closing_reference", + "shared_issue_target", + "soft_similarity" + ], + "pr_comparisons": [ + { + "left_pr_number": 51413, + "right_pr_number": 57889, + "code_similarity": 0.416, + "size_similarity": 0.884, + "file_overlap": 0.667, + "area_overlap": 0.0, + "patch_similarity": 0.258, + "shared_filenames": [ + "src/gateway/server/ws-connection/connect-policy.test.ts", + "src/gateway/server/ws-connection/message-handler.ts" + ], + "shared_file_areas": [ + { + "filename": "src/gateway/server/ws-connection/connect-policy.test.ts", + "left_ranges": [ + [ + 141, + 163 + ] + ], + "right_ranges": [ + [ + 369, + 405 + ] + ] + }, + { + "filename": "src/gateway/server/ws-connection/message-handler.ts", + "left_ranges": [ + [ + 528, + 540 + ] + ], + "right_ranges": [ + [ + 551, + 572 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-64976-3", "summary": "Cluster of 1 issues and 2 PRs centered on issue #64976.", @@ -18945,6 +19064,59 @@ } ] }, + { + "cluster_id": "cluster-51245-3", + "summary": "Cluster of 1 issues and 2 PRs centered on issue #51245.", + "status": "open", + "confidence": 0.55, + "canonical_issue_number": 51245, + "canonical_pr_number": 51286, + "issue_numbers": [ + 51245 + ], + "pr_numbers": [ + 51286, + 51584 + ], + "evidence_types": [ + "closing_reference" + ], + "pr_comparisons": [ + { + "left_pr_number": 51286, + "right_pr_number": 51584, + "code_similarity": 0.181, + "size_similarity": 0.149, + "file_overlap": 0.5, + "area_overlap": 0.0, + "patch_similarity": 0.009, + "shared_filenames": [ + "src/commands/sandbox-explain.ts" + ], + "shared_file_areas": [ + { + "filename": "src/commands/sandbox-explain.ts", + "left_ranges": [ + [ + 45, + 60 + ] + ], + "right_ranges": [ + [ + 3, + 9 + ], + [ + 83, + 89 + ] + ] + } + ] + } + ] + }, { "cluster_id": "cluster-64825-3", "summary": "Cluster of 1 issues and 2 PRs centered on issue #64825.", @@ -25737,7 +25909,7 @@ "reason": "PRs in cluster-25592-5 are treated as duplicates because they converge on issue #25592 with closing_reference, duplicate_reference evidence." }, { - "cluster_id": "cluster-37401-19", + "cluster_id": "cluster-37656-18", "canonical_pr_number": 37656, "duplicate_pr_numbers": [ 39060, @@ -25758,8 +25930,8 @@ 53651, 54040 ], - "target_issue_number": 37401, - "reason": "PRs in cluster-37401-19 are treated as duplicates because they converge on issue #37401 with closing_reference, soft_similarity evidence." + "target_issue_number": null, + "reason": "PRs in cluster-37656-18 are treated as duplicates because they share soft_similarity evidence." }, { "cluster_id": "cluster-39551-4", @@ -25993,6 +26165,15 @@ "target_issue_number": 48634, "reason": "PRs in cluster-48634-3 are treated as duplicates because they converge on issue #48634 with closing_reference evidence." }, + { + "cluster_id": "cluster-49855-3", + "canonical_pr_number": 49967, + "duplicate_pr_numbers": [ + 50164 + ], + "target_issue_number": 49855, + "reason": "PRs in cluster-49855-3 are treated as duplicates because they converge on issue #49855 with closing_reference, shared_issue_target, soft_similarity evidence." + }, { "cluster_id": "cluster-50998-2", "canonical_pr_number": 50998, @@ -26011,6 +26192,24 @@ "target_issue_number": 51174, "reason": "PRs in cluster-51174-3 are treated as duplicates because they converge on issue #51174 with closing_reference, shared_issue_target, soft_similarity evidence." }, + { + "cluster_id": "cluster-51245-3", + "canonical_pr_number": 51286, + "duplicate_pr_numbers": [ + 51584 + ], + "target_issue_number": 51245, + "reason": "PRs in cluster-51245-3 are treated as duplicates because they converge on issue #51245 with closing_reference evidence." + }, + { + "cluster_id": "cluster-51396-3", + "canonical_pr_number": 57889, + "duplicate_pr_numbers": [ + 51413 + ], + "target_issue_number": 51396, + "reason": "PRs in cluster-51396-3 are treated as duplicates because they converge on issue #51396 with closing_reference, shared_issue_target, soft_similarity evidence." + }, { "cluster_id": "cluster-51620-3", "canonical_pr_number": 51803, diff --git a/analysis/current/analysis-report-hybrid.llm-reviews.json b/analysis/current/analysis-report-hybrid.llm-reviews.json index 8b9b92478a2b1c8bebc6b72baae335a2929d75f8..61b8bc361adfe1a00352f54b91bcc5fd62078bfa 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 sha256:5dc903ed5654c396257c31f59ab0747eb70ceae79293cd30b74e57d2f61d5be0 -size 5350619 +oid sha256:1e89d08e155c9d79aa12933117ad0b8ebb7146252c360cff0afd8ece206e4b5f +size 5431484 diff --git a/analysis/current/manifest.json b/analysis/current/manifest.json index 495cdf874597c95aa201c8f2e41cbd9f9705212f..00f20c90abf2eb1e4769f8a1c0dbe5c9c2d693f4 100644 --- a/analysis/current/manifest.json +++ b/analysis/current/manifest.json @@ -1,8 +1,8 @@ { - "analysis_id": "hybrid-model-20260428t210022z", + "analysis_id": "hybrid-model-20260429t000023z", "archived_artifacts": { - "hybrid": "snapshots/20260428T210022Z/analysis-runs/hybrid-model-20260428t210022z/analysis-report-hybrid.json", - "hybrid_reviews": "snapshots/20260428T210022Z/analysis-runs/hybrid-model-20260428t210022z/analysis-report-hybrid.llm-reviews.json" + "hybrid": "snapshots/20260429T000023Z/analysis-runs/hybrid-model-20260429t000023z/analysis-report-hybrid.json", + "hybrid_reviews": "snapshots/20260429T000023Z/analysis-runs/hybrid-model-20260429t000023z/analysis-report-hybrid.llm-reviews.json" }, "artifacts": { "hybrid": "analysis/current/analysis-report-hybrid.json", @@ -10,9 +10,9 @@ }, "channel": "canonical", "model": null, - "published_at": "2026-04-28T22:34:22Z", + "published_at": "2026-04-29T01:34:55Z", "repo": "openclaw/openclaw", "schema_version": 1, - "snapshot_id": "20260428T210022Z", + "snapshot_id": "20260429T000023Z", "variant": "hybrid" } diff --git a/snapshots/20260429T000023Z/analysis-runs/hybrid-model-20260429t000023z/analysis-report-hybrid.json b/snapshots/20260429T000023Z/analysis-runs/hybrid-model-20260429t000023z/analysis-report-hybrid.json new file mode 100644 index 0000000000000000000000000000000000000000..a2dc8f4e1aa3d52f8214c6da5bda2706e8b4947b --- /dev/null +++ b/snapshots/20260429T000023Z/analysis-runs/hybrid-model-20260429t000023z/analysis-report-hybrid.json @@ -0,0 +1,26815 @@ +{ + "schema_version": "1.0", + "repo": "openclaw/openclaw", + "snapshot_id": "20260429T000023Z", + "generated_at": "2026-04-29T01:34:52Z", + "evidence_quality": "full", + "llm_enrichment": true, + "meta_bugs": [ + { + "cluster_id": "cluster-55870-42", + "summary": "Cluster of 42 PRs targeting issue #37500.", + "status": "open", + "confidence": 0.7, + "canonical_issue_number": null, + "canonical_pr_number": 72398, + "issue_numbers": [], + "pr_numbers": [ + 55870, + 59223, + 59798, + 62543, + 63375, + 63530, + 64310, + 65205, + 65301, + 66294, 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Beyond that, only a few near-verbatim reports look like true duplicates; the OpenRouter, voice-call, image-upload, Bonjour, Telegram/WhatsApp, and similar pairs are too evidence-light here and should stay tentative rather than being merged on text similarity alone.", + "confidence": 0.86, + "canonical_issue_reason": "issue:44718 is the best canonical issue: it is the earliest and clearest report of the ANTHROPIC_MODEL_ALIASES before-initialization ReferenceError, and multiple later issues restate the same startup/config/CLI failure.", + "canonical_pr_reason": null, + "best_issue_reason": "issue:44718 best anchors the largest and clearest duplicate cluster in this packet, with later reports appearing to be direct restatements of the same ANTHROPIC_MODEL_ALIASES regression.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:40617", + "right": "issue:41163", + "accept": false, + "reason": "Different products and failure modes; this is only broad text similarity, not the same bug." + }, + { + "left": "issue:41129", + "right": "issue:61913", + "accept": true, + "reason": "Same cron announce regression: false success reported even though delivery does not happen." + }, + { + "left": "issue:52282", + "right": "issue:55101", + "accept": true, + "reason": "Same Windows ui:build/PProgram Files path-handling failure; titles describe the same build break." + }, + { + "left": "issue:44718", + "right": "issue:51083", + "accept": true, + "reason": "Same ANTHROPIC_MODEL_ALIASES before-initialization ReferenceError affecting CLI/config loading." + }, + { + "left": "issue:64499", + "right": "issue:66839", + "accept": true, + "reason": "Same macOS node issue: system.run.prepare is missing/not advertised, breaking exec host=node." + }, + { + "left": "issue:35254", + "right": "issue:47500", + "accept": false, + "reason": "Related routing wording, but the endpoints and direction differ; not clearly one underlying defect." + }, + { + "left": "issue:40708", + "right": "issue:41832", + "accept": true, + "reason": "Same BlueBubbles plugin load failure from the broken parse-finite-number.js require path." + }, + { + "left": "issue:68185", + "right": "issue:69538", + "accept": false, + "reason": "Both are OpenRouter payloads=0 complaints, but the packet only gives soft similarity and no stronger evidence of one concrete bug." + }, + { + "left": "issue:44724", + "right": "issue:51083", + "accept": true, + "reason": "Same ANTHROPIC_MODEL_ALIASES initialization ReferenceError, framed as gateway startup vs CLI failure." + }, + { + "left": "issue:44718", + "right": "issue:46804", + "accept": true, + "reason": "Same ReferenceError before initialization on startup; just a different report wording." + }, + { + "left": "issue:71821", + "right": "issue:72241", + "accept": false, + "reason": "Same Bonjour/mDNS area, but only soft similarity is present here; not enough to treat as a confirmed duplicate." + }, + { + "left": "issue:45027", + "right": "issue:51083", + "accept": true, + "reason": "Same ANTHROPIC_MODEL_ALIASES before-initialization regression after the 2026.3.12 upgrade." + }, + { + "left": "issue:63720", + "right": "issue:65117", + "accept": false, + "reason": "Both concern WhatsApp media, but the packet evidence is still just textual similarity and not enough to confirm one bug." + }, + { + "left": "issue:62670", + "right": "issue:62840", + "accept": false, + "reason": "Related listener-concurrency wording, but not enough concrete evidence that these are the same underlying crash." + }, + { + "left": "issue:45079", + "right": "issue:60472", + "accept": false, + "reason": "Both mention Telegram proxy/media download failures, but the packet does not show enough to confirm the same code-path bug." + }, + { + "left": "issue:68643", + "right": "issue:69646", + "accept": false, + "reason": "OpenRouter base-URL vs payloads=0 reports are plausibly related, but this packet only shows soft similarity, so keep them separate." + }, + { + "left": "issue:45037", + "right": "issue:45319", + "accept": true, + "reason": "Same ANTHROPIC_MODEL_ALIASES initialization ReferenceError, just reported as config-load vs gateway startup." + }, + { + "left": "issue:66619", + "right": "issue:66693", + "accept": false, + "reason": "Both mention trim-related onboarding/setup errors, but the packet evidence is too thin to merge them confidently." + }, + { + "left": "issue:53618", + "right": "issue:56561", + "accept": false, + "reason": "Image-upload failures are similar, but this is still only soft similarity without stronger packet evidence." + }, + { + "left": "issue:52787", + "right": "issue:53618", + "accept": false, + "reason": "Same broad image-upload area, but not enough evidence that these are the same exact defect." + }, + { + "left": "issue:71821", + "right": "issue:71958", + "accept": false, + "reason": "Same Bonjour discovery area, but the packet only provides textual similarity rather than a confirmed shared bug." + }, + { + "left": "issue:47697", + "right": "issue:57172", + "accept": false, + "reason": "Voice-call port conflicts look related, but the evidence is still too tentative to merge as one bug." + }, + { + "left": "issue:63681", + "right": "issue:71144", + "accept": false, + "reason": "Both are memory CLI provider errors, but the provider/command specifics differ and this is not a confirmed duplicate." + }, + { + "left": "issue:47974", + "right": "issue:57186", + "accept": false, + "reason": "Voice-call EADDRINUSE reports are close, but the packet does not prove the same underlying code-path." + }, + { + "left": "issue:46145", + "right": "issue:65072", + "accept": false, + "reason": "Both concern image upload, but the evidence is only soft similarity, so I would not merge them on this packet alone." + }, + { + "left": "issue:66611", + "right": "issue:68027", + "accept": false, + "reason": "Browser attachOnly/CDP symptoms are related, but the packet does not establish one concrete duplicate bug." + } + ] + }, + "evaluator_result": { + "accept": false, + "feedback": "The summary is partially grounded, but the soft-edge verdicts are not conservative enough. In the packet, every listed soft pair has `deterministic_accept: false` and only soft similarity/jaccard evidence, yet the analyst marks most of them as true duplicates and often states a single underlying bug too strongly. That overstates the evidence. The canonical cluster around `ANTHROPIC_MODEL_ALIASES` is plausible, but several other accepted pairs (e.g. OpenRouter, voice-call, image upload, Bonjour, Telegram/WhatsApp) should be treated as tentative at best unless there is stronger packet evidence than textual similarity. 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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": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 406, + "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-11655-2", + "nodes": [ + "issue:11655", + "issue:52020" + ], + "soft_pairs": [ + "issue:11655|issue:52020" + ], + "prepared_review_unit_hash": "f6a022fb362ced2cf1b4a1e19e9fb832c4f69d6af2ab057867841271ace60f2d", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 8, + "component_count": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 406, + "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": "ae55c3f3cd25ebd739fa1530e03ef3940d9cb6e25a97d58d5f065c4de5bcdf9b", + "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": 406, + "review_unit_index": 1, + "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": 406, + "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, + 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"760436d9c74bee751a5dae5a6b4404777a0be359d13b2001033959286b38c6fc", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 14, + "component_count": 406, + "review_unit_index": 1, + "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": 406, + "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-13744-2", + "nodes": [ + "issue:13744", + "issue:49157" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "7402edcf37a8479a34489f445b6614c6b386ee03a6e1a55bf38325536e0c97d6", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1348, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1348, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "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": 16, + "component_count": 406, + "review_unit_index": 1, + "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": 17, + "component_count": 406, + "review_unit_index": 1, + "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": 18, + "component_count": 406, + "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-13871-2", + "nodes": [ + "issue:13871", + "issue:73634" + ], + "soft_pairs": [ + "issue:13871|issue:73634" + ], + "prepared_review_unit_hash": "8757d7d5cb006bd71739ac2b3c3db3a870cf1f6a6ca695b8a705304a1af1b237", + "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": 19, + "component_count": 406, + "review_unit_index": 1, + "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": 20, + "component_count": 406, + "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-14427-3", + "nodes": [ + "issue:14427", + "issue:32075", + "issue:53308" + ], + "soft_pairs": [ + "issue:14427|issue:32075", + "issue:32075|issue:53308" + ], + "prepared_review_unit_hash": "382b79a8129f304744044ce2a1c1a22b072481b49612061e08d4cb3d004ad49e", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 21, + "component_count": 406, + "review_unit_index": 1, + "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": 22, + "component_count": 406, + "review_unit_index": 1, + "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": 23, + "component_count": 406, + "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-15048-2", + "nodes": [ + "issue:15048", + "issue:15413" + ], + "soft_pairs": [ + "issue:15048|issue:15413" + ], + "prepared_review_unit_hash": "d0ca50ad5f6ff164c19b7e04c8aac3b619d49f6fab2c0967899eb73fcb840066", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 25, + "component_count": 406, + "review_unit_index": 1, + "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": 26, + "component_count": 406, + "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-18237-2", + "nodes": [ + "issue:18237", + "issue:63767" + ], + "soft_pairs": [ + "issue:18237|issue:63767" + ], + "prepared_review_unit_hash": "4820de083270a8ed21b20498c5f20a555e75f770e2e6ee254e49f7c33753de1d", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 27, + "component_count": 406, + "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-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": "47d96de299748a2310b65db79ed258c3a3e5257ba54c0d36a0cd6c21fb3ee8cc", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 29, + "component_count": 406, + "review_unit_index": 1, + "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": 30, + "component_count": 406, + "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-25039-2", + "nodes": [ + "issue:25039", + "issue:38467" + ], + "soft_pairs": [ + "issue:25039|issue:38467" + ], + "prepared_review_unit_hash": "cfd33ffacb693ec4eeb7da354f440f025a8851514444345c6a2f458849302260", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 32, + "component_count": 406, + "review_unit_index": 1, + "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": 33, + "component_count": 406, + "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": 34, + "component_count": 406, + "review_unit_index": 1, + "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": 35, + "component_count": 406, + "review_unit_index": 1, + "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": 36, + "component_count": 406, + "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-29132-2", + "nodes": [ + "issue:29132", + "issue:34144" + ], + "soft_pairs": [ + "issue:29132|issue:34144" + ], + "prepared_review_unit_hash": "0d3f9da8fbe734fa31497f0a918a58ca7640e1ac50906803af3035f6750ca120", + "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": 37, + "component_count": 406, + "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-30452-2", + "nodes": [ + "issue:30452", + "issue:66802" + ], + "soft_pairs": [ + "issue:30452|issue:66802" + ], + "prepared_review_unit_hash": "42dffc78235a2a02e8bf7fc5a031df1ced952eafa70307d0fc729536b9a6548c", + "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": null, + "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": 406, + "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-30875-2", + "nodes": [ + "issue:30875", + "issue:60446" + ], + "soft_pairs": [ + "issue:30875|issue:60446" + ], + "prepared_review_unit_hash": "a7f1082dce505f3616650e5c9725854259deac949312c62b38ce8259d08a0543", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 40, + "component_count": 406, + "review_unit_index": 1, + "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": 41, + "component_count": 406, + "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": "333950b1614b48e8fa343236f25026bdb222f5540fb937e39cab4ed34328f4dd", + "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": 42, + "component_count": 406, + "review_unit_index": 1, + "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": 43, + "component_count": 406, + "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-31952-6", + "nodes": [ + "issue:31952", + "issue:33403", + "issue:33461", + "issue:37497", + "issue:60362", + "issue:61680" + ], + "soft_pairs": [ + "issue:31952|issue:60362", + "issue:33403|issue:61680", + "issue:33403|issue:33461", + "issue:33403|issue:37497", + "issue:37497|issue:61680", + "issue:60362|issue:61680" + ], + "prepared_review_unit_hash": "175dcd5eddf22aa833db8a2e0ec6f6379f98d791a6279eaa90681d01c3d21e7a", + "component_budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 6, + "serialized_chars": 5712, + "estimated_input_tokens": 1428, + "estimated_eval_tokens": 3112 + }, + "budget": { + "node_count": 6, + "item_count": 6, + "soft_pair_count": 6, + "serialized_chars": 5712, + "estimated_input_tokens": 1428, + "estimated_eval_tokens": 3112 + }, + "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": 44, + "component_count": 406, + "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-32404-2", + "nodes": [ + "issue:32404", + "issue:51660" + ], + "soft_pairs": [ + "issue:32404|issue:51660" + ], + "prepared_review_unit_hash": "4f92853e9275c28ab5e005ce041c85156265a6e754fca8b0a2a0728a5821a0e6", + "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": 45, + "component_count": 406, + "review_unit_index": 1, + "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": 46, + "component_count": 406, + "review_unit_index": 1, + "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": 47, + "component_count": 406, + "review_unit_index": 1, + "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": 48, + "component_count": 406, + "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": 406, + "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": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 406, + "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-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": "ccd427050ecd60d8f6cce807fb5f41f52eb7993065e43fd5cb8e1141cf50d313", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 52, + "component_count": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 406, + "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-33280-2", + "nodes": [ + "issue:33280", + "issue:65566" + ], + "soft_pairs": [ + "issue:33280|issue:65566" + ], + "prepared_review_unit_hash": "4467019a71ac40ce1914832315b292c7df3b2e7645d89016aa943f06c31c4f8b", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 406, + "review_unit_index": 1, + "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": 57, + "component_count": 406, + "review_unit_index": 1, + "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": 58, + "component_count": 406, + "review_unit_index": 1, + "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": 59, + "component_count": 406, + "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-34493-2", + "nodes": [ + "issue:34493", + "issue:35203" + ], + "soft_pairs": [ + "issue:34493|issue:35203" + ], + "prepared_review_unit_hash": "3acd700cf993f4bcf20bbefa800697358dd043566434403f1fcffb5c480ce7e6", + "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": null, + "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": 406, + "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": "193a163fe4e4dc355b20aa8cbfaedc54c7095894f6d174d7518fd16a6668c61a", + "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": 61, + "component_count": 406, + "review_unit_index": 1, + "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": 62, + "component_count": 406, + "review_unit_index": 1, + "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": "3beec0da5650ff72c6649c8385967b585351bdd8500a743386fb22af43f59510", + "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": "These are related hook/session issues, but they describe different bugs: one about summaries staying in the requested session and tagging the hook lane, the other about `deliver: false` incorrectly injecting a system event into the main session. Not a duplicate pair.", + "confidence": 0.91, + "canonical_issue_reason": "No canonical issue: the two reports target different concrete failure modes in hook/session handling rather than the same underlying defect.", + "canonical_pr_reason": null, + "best_issue_reason": "Neither issue is a true cluster representative because they are not duplicates; 36325 is the more precise bug report, but it does not subsume 35083.", + "best_pr_reason": null, + "soft_edge_verdicts": [ + { + "left": "issue:35083", + "right": "issue:36325", + "accept": false, + "reason": "Related subsystem, but different symptoms and likely different fixes: session/lane tagging for summaries vs. `deliver: false` causing a main-session system event." + } + ] + }, + "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": 406, + "review_unit_index": 1, + "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": 64, + "component_count": 406, + "review_unit_index": 1, + "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": 65, + "component_count": 406, + "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-35447-2", + "nodes": [ + "issue:35447", + "issue:49175" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "c47d110863aa19ad9c2627dc2f30a7666a399147478ce203507390c9965dec58", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1290, + "estimated_input_tokens": 323, + "estimated_eval_tokens": 902 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1290, + "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": 66, + "component_count": 406, + "review_unit_index": 1, + "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": 67, + "component_count": 406, + "review_unit_index": 1, + "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": 68, + "component_count": 406, + "review_unit_index": 1, + "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": 69, + "component_count": 406, + "review_unit_index": 1, + "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": 70, + "component_count": 406, + "review_unit_index": 1, + "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": 71, + "component_count": 406, + "review_unit_index": 1, + "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": 72, + "component_count": 406, + "review_unit_index": 1, + "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": 73, + "component_count": 406, + "review_unit_index": 1, + "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": 74, + "component_count": 406, + "review_unit_index": 1, + "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": 75, + "component_count": 406, + "review_unit_index": 1, + "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": 76, + "component_count": 406, + "review_unit_index": 1, + "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": 77, + "component_count": 406, + "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-36576-2", + "nodes": [ + "issue:36576", + "issue:48913" + ], + "soft_pairs": [ + "issue:36576|issue:48913" + ], + "prepared_review_unit_hash": "9d4e592b683a2f4188c7f8114c7004395b284b8bbf949085ae5300e9a25a2343", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 79, + "component_count": 406, + "review_unit_index": 1, + "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": 80, + "component_count": 406, + "review_unit_index": 1, + "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": 81, + "component_count": 406, + "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-37225-3", + "nodes": [ + "issue:37225", + "issue:55849", + "issue:57139" + ], + "soft_pairs": [ + "issue:37225|issue:55849", + "issue:55849|issue:57139" + ], + "prepared_review_unit_hash": "44ff57b14e64b17372a51da54a345e29303617dd6fefd259852a7295f5ab2785", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2495, + "estimated_input_tokens": 624, + "estimated_eval_tokens": 1504 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2495, + "estimated_input_tokens": 624, + "estimated_eval_tokens": 1504 + }, + "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": 82, + "component_count": 406, + "review_unit_index": 1, + "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": 83, + "component_count": 406, + "review_unit_index": 1, + "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": 84, + "component_count": 406, + "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-37842-2", + "nodes": [ + "issue:37842", + "issue:51832" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "48235c456ea1d7e0ec58f52bf3251accc138617fcf6f00b6f45aa01440e3075b", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1345, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1345, + "estimated_input_tokens": 337, + "estimated_eval_tokens": 930 + }, + "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": 85, + "component_count": 406, + "review_unit_index": 1, + "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": 86, + "component_count": 406, + "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-37907-2", + "nodes": [ + "issue:37907", + "issue:54635" + ], + "soft_pairs": [ + "issue:37907|issue:54635" + ], + "prepared_review_unit_hash": "0fc617cbdd6cef5424d2df34c9038c2f3c7ac11677db80b381fc84e563ef3564", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 87, + "component_count": 406, + "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-38083-2", + "nodes": [ + "issue:38083", + "issue:55811" + ], + "soft_pairs": [ + "issue:38083|issue:55811" + ], + "prepared_review_unit_hash": "0955e3135c5a3b98624e4749a10646225bdc97f4060dc3ba9daf11f6e0b1fe86", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 88, + "component_count": 406, + "review_unit_index": 1, + "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": 89, + "component_count": 406, + "review_unit_index": 1, + "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": 90, + "component_count": 406, + "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-38597-2", + "nodes": [ + "issue:38597", + "issue:38607" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "608c0a513982aa00b6fcfe66125d451d790adbba6bbfff890dda23cfed71590b", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 92, + "component_count": 406, + "review_unit_index": 1, + "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": 93, + "component_count": 406, + "review_unit_index": 1, + "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": 94, + "component_count": 406, + "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-39127-2", + "nodes": [ + "issue:39127", + "issue:39141" + ], + "soft_pairs": [ + "issue:39127|issue:39141" + ], + "prepared_review_unit_hash": "d4ee6d7580dfc57e42b2d44966f7999b9f264a6ff08f49f915c4579f891b2be1", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 95, + "component_count": 406, + "review_unit_index": 1, + "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": 96, + "component_count": 406, + "review_unit_index": 1, + "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": 97, + "component_count": 406, + "review_unit_index": 1, + "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": 98, + "component_count": 406, + "review_unit_index": 1, + "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": 99, + "component_count": 406, + "review_unit_index": 1, + "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": 100, + "component_count": 406, + "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-39486-2", + "nodes": [ + "issue:39486", + "issue:39488" + ], + "soft_pairs": [ + "issue:39486|issue:39488" + ], + "prepared_review_unit_hash": "636f6e593b24e21571cfcb34dd1f6057923efc287135792b9bab4d800a42ad7c", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 101, + "component_count": 406, + "review_unit_index": 1, + "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": 102, + "component_count": 406, + "review_unit_index": 1, + "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": 103, + "component_count": 406, + "review_unit_index": 1, + "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": 104, + "component_count": 406, + "review_unit_index": 1, + "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": 105, + "component_count": 406, + "review_unit_index": 1, + "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": 106, + "component_count": 406, + "review_unit_index": 1, + "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": 107, + "component_count": 406, + "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-40317-2", + "nodes": [ + "issue:40317", + "issue:41394" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "2b3c27bc68affb3974cf1830a24609a2f29dcf1ce3414dc9c44b377f041df77d", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1318, + "estimated_input_tokens": 330, + "estimated_eval_tokens": 916 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1318, + "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": 108, + "component_count": 406, + "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-40678-2", + "nodes": [ + "issue:40678", + "issue:41548" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "f1e903707374d134de8ac5f63d4c24b8ed1da16b62c3c2c8289964f56dbe565f", + "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": null, + "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": 406, + "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-40855-3", + "nodes": [ + "issue:40855", + "issue:42747", + "issue:54903" + ], + "soft_pairs": [ + "issue:40855|issue:54903", + "issue:42747|issue:54903" + ], + "prepared_review_unit_hash": "040676244e0f5394fbd5c7e33d5446d32d85ce04ed09dc96db7bd87ed964989a", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 111, + "component_count": 406, + "review_unit_index": 1, + "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": 112, + "component_count": 406, + "review_unit_index": 1, + "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": 113, + "component_count": 406, + "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-6615-2", + "nodes": [ + "issue:41140", + "issue:6615" + ], + "soft_pairs": [ + "issue:41140|issue:6615" + ], + "prepared_review_unit_hash": "3f7790c2f97b2b7b1d174cd65c5802d705db0e659ea59936eb570348601b9787", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 115, + "component_count": 406, + "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-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": "2649143958db35ffb8af4ae1be3ca340857e6731c73668a86b8e24132cc17c69", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3419, + "estimated_input_tokens": 855, + "estimated_eval_tokens": 1966 + }, + "budget": { 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"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 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"accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 119, + "component_count": 406, + "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": "fd45dac1de64b957d674b7d37ffd509c735518e1b4981ecfff31fd63dc5df931", + "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": 120, + "component_count": 406, + "review_unit_index": 1, + "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": 121, + "component_count": 406, + "review_unit_index": 1, + "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": 122, + "component_count": 406, + "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": "45cc5223b32d3de42b449ab0bd0cec3c26055b9f5503529f327e7da4d1232116", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3831, + "estimated_input_tokens": 958, + "estimated_eval_tokens": 2172 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 4, + "serialized_chars": 3831, + "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": 123, + "component_count": 406, + "review_unit_index": 1, + "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": 124, + "component_count": 406, + "review_unit_index": 1, + "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": 125, + "component_count": 406, + "review_unit_index": 1, + "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": 126, + "component_count": 406, + "review_unit_index": 1, + "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": 127, + "component_count": 406, + "review_unit_index": 1, + "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": 128, + "component_count": 406, + "review_unit_index": 1, + "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": 129, + "component_count": 406, + "review_unit_index": 1, + "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": 130, + "component_count": 406, + "review_unit_index": 1, + "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": 131, + "component_count": 406, + "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-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": "c266b1909d856dd9ef8c69210fae273ce3a6d2fb0831ac28e642748752633e74", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 133, + "component_count": 406, + "review_unit_index": 1, + "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": 134, + "component_count": 406, + "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-42621-2", + "nodes": [ + "issue:42621", + "issue:44462" + ], + "soft_pairs": [ + "issue:42621|issue:44462" + ], + "prepared_review_unit_hash": "3b4cdc668e5353bd62bddac2691dd6b7a7cd037dc2149d76c28679188262d1ef", + "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": null, + "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": 406, + "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-42735-2", + "nodes": [ + "issue:42735", + "issue:57594" + ], + "soft_pairs": [ + "issue:42735|issue:57594" + ], + "prepared_review_unit_hash": "d61a612446676f91c1a7e89fe667ec5a3d886f7af7797ef542c12dcda5fa5c44", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 137, + "component_count": 406, + "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-42754-3", + "nodes": [ + "issue:42754", + "issue:43202", + "issue:60952" + ], + "soft_pairs": [ + "issue:42754|issue:43202", + "issue:42754|issue:60952" + ], + "prepared_review_unit_hash": "8d0dedfa55ea9fab2f4a3126f8aaf080b5f21bb1e6448ecc9ac33235dde08cca", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2544, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2544, + "estimated_input_tokens": 636, + "estimated_eval_tokens": 1528 + }, + "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": 138, + "component_count": 406, + "review_unit_index": 1, + "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": 139, + "component_count": 406, + "review_unit_index": 1, + "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": 140, + "component_count": 406, + "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-42820-2", + "nodes": [ + "issue:42820", + "issue:43015" + ], + "soft_pairs": [ + "issue:42820|issue:43015" + ], + "prepared_review_unit_hash": "1a98efa5b92d9d85664206a7a1f0ae8ad731aa14f80db1352bfaf52e37147b29", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 142, + "component_count": 406, + "review_unit_index": 1, + "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": 143, + "component_count": 406, + "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": "6ddb82f2eac756519bdaae0f30f008926a57e7162aa0c842d855c10ecb8c5b81", + "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": 144, + "component_count": 406, + "review_unit_index": 1, + "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": 145, + "component_count": 406, + "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-43673-2", + "nodes": [ + "issue:43673", + "issue:49183" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "4440cee9986163b94b9f4e018b7efffa9cbc50845335e749598cc9230deb7225", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1332, + "estimated_input_tokens": 333, + "estimated_eval_tokens": 922 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1332, + "estimated_input_tokens": 333, + "estimated_eval_tokens": 922 + }, + "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": 406, + "review_unit_index": 1, + "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": 147, + "component_count": 406, + "review_unit_index": 1, + "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": 148, + "component_count": 406, + "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-43932-2", + "nodes": [ + "issue:43932", + "issue:58671" + ], + "soft_pairs": [ + "issue:43932|issue:58671" + ], + "prepared_review_unit_hash": "32f67ed1c0fa1b40dd6df3f7baf8c37654fe6f92d3cdb1e7f0521037712ae271", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 149, + "component_count": 406, + "review_unit_index": 1, + "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": 150, + "component_count": 406, + "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-44303-2", + "nodes": [ + "issue:44303", + "issue:51638" + ], + "soft_pairs": [ + "issue:44303|issue:51638" + ], + "prepared_review_unit_hash": "19ee02b561603a6acb40269925e1f7924d254294521da984c72bc8c091bd8650", + "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": 151, + "component_count": 406, + "review_unit_index": 1, + "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": 152, + "component_count": 406, + "review_unit_index": 1, + "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": 153, + "component_count": 406, + "review_unit_index": 1, + "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": 154, + "component_count": 406, + "review_unit_index": 1, + "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": 155, + "component_count": 406, + "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": "46e527bcd8a2439234d4078814e8860d0ade76d286c0c7c3c5fe1877131922a5", + "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": 156, + "component_count": 406, + "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": 157, + "component_count": 406, + "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": 158, + "component_count": 406, + "review_unit_index": 1, + "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": 159, + "component_count": 406, + "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": { + 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+ ], + "soft_pairs": [ + "issue:46588|issue:46601" + ], + "prepared_review_unit_hash": "0e57f71c906beb62ca736d1d8d869edccea09ed943c4be728bff28912c2a0489", + "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": 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": 406, + "review_unit_index": 1, + "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": 163, + "component_count": 406, + "review_unit_index": 1, + "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": 164, + "component_count": 406, + "review_unit_index": 1, + "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": 165, + "component_count": 406, + "review_unit_index": 1, + "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": 166, + "component_count": 406, + "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-47443-3", + "nodes": [ + "issue:47443", + "issue:47673", + "issue:47677" + ], + "soft_pairs": [ + "issue:47443|issue:47673", + "issue:47673|issue:47677" + ], + "prepared_review_unit_hash": "67b6c33fb6955738106fcc95d6bc3a3f5ee5972a927edec67059850d4e124f07", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 167, + "component_count": 406, + "review_unit_index": 1, + "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": 168, + "component_count": 406, + "review_unit_index": 1, + "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": 169, + "component_count": 406, + "review_unit_index": 1, + "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": 170, + "component_count": 406, + "review_unit_index": 1, + "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": 171, + "component_count": 406, + "review_unit_index": 1, + "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": 172, + "component_count": 406, + "review_unit_index": 1, + "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": 173, + "component_count": 406, + "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-48306-2", + "nodes": [ + "issue:48306", + "issue:71576" + ], + "soft_pairs": [ + "issue:48306|issue:71576" + ], + "prepared_review_unit_hash": "5801b0e4571c6609853a53a87ca68bd77a82bf9a253a96c881d2f8f21c1cc4b0", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 175, + "component_count": 406, + "review_unit_index": 1, + "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": 176, + "component_count": 406, + "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-48503-4", + "nodes": [ + "issue:48503", + "issue:48509", + "issue:48515", + "issue:48517" + ], + "soft_pairs": [ + "issue:48503|issue:48509", + "issue:48503|issue:48515", + "issue:48515|issue:48517" + ], + "prepared_review_unit_hash": "8299b4f4846b26284ff2420b0cee7b991893e48e54f0b4ea320af8ab2052e14b", + "component_budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3427, + "estimated_input_tokens": 857, + "estimated_eval_tokens": 1970 + }, + "budget": { + "node_count": 4, + "item_count": 4, + "soft_pair_count": 3, + "serialized_chars": 3427, + "estimated_input_tokens": 857, + "estimated_eval_tokens": 1970 + }, + "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": 177, + "component_count": 406, + "review_unit_index": 1, + "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": 406, + "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-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": "add0547009f096aa08fb8a02a2575b31046bf17f3919414f6fb2129a08d3ec61", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 179, + "component_count": 406, + "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-49250-2", + "nodes": [ + "issue:49250", + "issue:49252" + ], + "soft_pairs": [ + "issue:49250|issue:49252" + ], + "prepared_review_unit_hash": "9dc4d0aed619f2e10811527192dd58c28c328d5ba011debeb66fc7014bdfa900", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 180, + "component_count": 406, + "review_unit_index": 1, + "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": 181, + "component_count": 406, + "review_unit_index": 1, + "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": 182, + "component_count": 406, + "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-49380-2", + "nodes": [ + "issue:49380", + "issue:60332" + ], + "soft_pairs": [ + "issue:49380|issue:60332" + ], + "prepared_review_unit_hash": "c5cfc93aeeddb4f40d5f9e047aaccd10d063de912fa5e1ea252e8f41825c05e4", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 184, + "component_count": 406, + "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-49602-2", + "nodes": [ + "issue:49602", + "issue:49603" + ], + "soft_pairs": [ + "issue:49602|issue:49603" + ], + "prepared_review_unit_hash": "bd136aa53d726f162a538d5824d7c2fa2dbe7b29c16a0c781c07d607ed205ed2", + "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": null, + "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": 406, + "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-49971-2", + "nodes": [ + "issue:49971", + "issue:55342" + ], + "soft_pairs": [ + "issue:49971|issue:55342" + ], + "prepared_review_unit_hash": "e7956c9197ba5894ddf4d1771f1b506e5b61bbc3770cae152af8401e559e3821", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 187, + "component_count": 406, + "review_unit_index": 1, + "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": 188, + "component_count": 406, + "review_unit_index": 1, + "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": 189, + "component_count": 406, + "review_unit_index": 1, + "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": 190, + "component_count": 406, + "review_unit_index": 1, + "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": 191, + "component_count": 406, + "review_unit_index": 1, + "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": 192, + "component_count": 406, + "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": 193, + "component_count": 406, + "review_unit_index": 1, + "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": 194, + "component_count": 406, + "review_unit_index": 1, + "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": 195, + "component_count": 406, + "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-51336-2", + "nodes": [ + "issue:51336", + "issue:58871" + ], + "soft_pairs": [ + "issue:51336|issue:58871" + ], + "prepared_review_unit_hash": "83128f1a3c38bae66d65d3388279668774272845331244a175f2b2272d8c9587", + "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": null, + "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": 406, + "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-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": "3c2bd9d07100d14c119e637f259bf4c5a7684ac41b2e45f22ac62483ff5d8f8e", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 198, + "component_count": 406, + "review_unit_index": 1, + "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": 199, + "component_count": 406, + "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-51814-3", + "nodes": [ + "issue:51814", + "issue:53684", + "issue:55347" + ], + "soft_pairs": [ + "issue:51814|issue:55347", + "issue:53684|issue:55347" + ], + "prepared_review_unit_hash": "c668d7a9056b5fd0b52591dbdeac78bac07c8e4d05f310def99b829474f14598", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 200, + "component_count": 406, + "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-51827-2", + "nodes": [ + "issue:51827", + "issue:51857" + ], + "soft_pairs": [ + "issue:51827|issue:51857" + ], + "prepared_review_unit_hash": "fa279671250ae4c484b1194b5cad0ab5c110f5a120d2b86d6f98aa13b05aecfc", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 202, + "component_count": 406, + "review_unit_index": 1, + "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": 203, + "component_count": 406, + "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-52238-2", + "nodes": [ + "issue:52238", + "issue:53765" + ], + "soft_pairs": [ + "issue:52238|issue:53765" + ], + "prepared_review_unit_hash": "bf1f47ac58fe10d7c871ab228a5284cb639c6d03b6137b6bb217dc9f9c194d51", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1738, + "estimated_input_tokens": 435, + "estimated_eval_tokens": 1126 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1738, + "estimated_input_tokens": 435, + "estimated_eval_tokens": 1126 + }, + "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": 204, + "component_count": 406, + "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-52382-3", + "nodes": [ + "issue:52382", + "issue:52385", + "issue:52496" + ], + "soft_pairs": [ + "issue:52382|issue:52385", + "issue:52385|issue:52496" + ], + "prepared_review_unit_hash": "63c310bf8f3cc74ffc5e2f67ff1f5707983edc7d946c2a90e3fe73ce97fbf1f2", + "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": 205, + "component_count": 406, + "review_unit_index": 1, + "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": 206, + "component_count": 406, + "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-52573-2", + "nodes": [ + "issue:52573", + "issue:52575" + ], + "soft_pairs": [ + "issue:52573|issue:52575" + ], + "prepared_review_unit_hash": "fa5a1b980f7ee43b3f995e6f803985b3adc59e815a7fdc8bd417a47a2d899f34", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 207, + "component_count": 406, + "review_unit_index": 1, + "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": 208, + "component_count": 406, + "review_unit_index": 1, + "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": 209, + "component_count": 406, + "review_unit_index": 1, + "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": 210, + "component_count": 406, + "review_unit_index": 1, + "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": 211, + "component_count": 406, + "review_unit_index": 1, + "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": 212, + "component_count": 406, + "review_unit_index": 1, + "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": 213, + "component_count": 406, + "review_unit_index": 1, + "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": 214, + "component_count": 406, + "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-53338-3", + "nodes": [ + "issue:53338", + "issue:53339", + "issue:66195" + ], + "soft_pairs": [ + "issue:53338|issue:53339", + "issue:53339|issue:66195" + ], + "prepared_review_unit_hash": "5f908290114ed1a2ded82e1f3d425b210d7ac1ecd37f7672c7f8cdbf8edf9c28", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 216, + "component_count": 406, + "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-53639-2", + "nodes": [ + "issue:53639", + "issue:73329" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "24132633bde0f2ed7554f99b0c70b2e3e593ceffd7cfe9995918d23a9c916062", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1297, + "estimated_input_tokens": 325, + "estimated_eval_tokens": 906 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1297, + "estimated_input_tokens": 325, + "estimated_eval_tokens": 906 + }, + "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": 217, + "component_count": 406, + "review_unit_index": 1, + "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": 218, + "component_count": 406, + "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-53910-2", + "nodes": [ + "issue:53910", + "issue:53911" + ], + "soft_pairs": [ + "issue:53910|issue:53911" + ], + "prepared_review_unit_hash": "6a34c31d32513d620e2fe827c71507370f370370692fd20ad2e511f0732bfec3", + "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": null, + "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": 406, + "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-54135-2", + "nodes": [ + "issue:54135", + "issue:54153" + ], + "soft_pairs": [ + "issue:54135|issue:54153" + ], + "prepared_review_unit_hash": "613d0ccdd480c95652d4c24ae778636cf529cd1570b47257722d2f442a90e23f", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 221, + "component_count": 406, + "review_unit_index": 1, + "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": 222, + "component_count": 406, + "review_unit_index": 1, + "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": 223, + "component_count": 406, + "review_unit_index": 1, + "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": 224, + "component_count": 406, + "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-54325-3", + "nodes": [ + "issue:54325", + "issue:54798", + "issue:57705" + ], + "soft_pairs": [ + "issue:54325|issue:54798", + "issue:54798|issue:57705" + ], + "prepared_review_unit_hash": "7eb1872a38f9feb49baf117b86b8c0d687efe0dd815f1ed7e526ceec7e856f91", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2527, + "estimated_input_tokens": 632, + "estimated_eval_tokens": 1520 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 2, + "serialized_chars": 2527, + "estimated_input_tokens": 632, + "estimated_eval_tokens": 1520 + }, + "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": 406, + "review_unit_index": 1, + "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": 226, + "component_count": 406, + "review_unit_index": 1, + "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": 227, + "component_count": 406, + "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-54484-2", + "nodes": [ + "issue:54484", + "issue:59063" + ], + "soft_pairs": [ + "issue:54484|issue:59063" + ], + "prepared_review_unit_hash": "547b390361e05f231e1fc80fc109cfbb4675d07c34f1bd27d98aec040a552b28", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 229, + "component_count": 406, + "review_unit_index": 1, + "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": 230, + "component_count": 406, + "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-54577-2", + "nodes": [ + "issue:54577", + "issue:54578" + ], + "soft_pairs": [ + "issue:54577|issue:54578" + ], + "prepared_review_unit_hash": "57d92fa378b48b9d785163d9f7ee9927519942dbcce43714c0c3547fd23308a0", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 231, + "component_count": 406, + "review_unit_index": 1, + "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. 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false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 245, + "component_count": 406, + "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-57360-2", + "nodes": [ + "issue:57360", + "issue:60602" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "c2b80c87055d5df4138711217e4e6d593b075a05ed0661d977adcd262a2f0996", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 246, + "component_count": 406, + "review_unit_index": 1, + "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": 247, + "component_count": 406, + "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-57653-2", + "nodes": [ + "issue:57653", + "issue:73437" + ], + "soft_pairs": [ + "issue:57653|issue:73437" + ], + "prepared_review_unit_hash": "b18a86a5faa4af3cfd9cc426ada00617e45e048b0766c1b27f7ba8256955c809", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 249, + "component_count": 406, + "review_unit_index": 1, + "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": 250, + "component_count": 406, + "review_unit_index": 1, + "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": 251, + "component_count": 406, + "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-58026-2", + "nodes": [ + "issue:58026", + "issue:58027" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "0b363fbf954a10ca46c6b42b5a83f2f20de80064ebea61c7d863ee1933e8a003", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1277, + "estimated_input_tokens": 320, + "estimated_eval_tokens": 896 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1277, + "estimated_input_tokens": 320, + "estimated_eval_tokens": 896 + }, + "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": 252, + "component_count": 406, + "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": "bf9aa8dfb8a297a8e136bb75bcc667c06a70b989c4779685f8614a3e8fc87550", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1290, + "estimated_input_tokens": 323, + "estimated_eval_tokens": 902 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1290, + "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": 253, + "component_count": 406, + "review_unit_index": 1, + "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": 254, + "component_count": 406, + "review_unit_index": 1, + "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": 255, + "component_count": 406, + "review_unit_index": 1, + "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": 256, + "component_count": 406, + "review_unit_index": 1, + "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": 257, + "component_count": 406, + "review_unit_index": 1, + "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": 258, + "component_count": 406, + "review_unit_index": 1, + "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": 259, + "component_count": 406, + "review_unit_index": 1, + "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": 260, + "component_count": 406, + "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-59639-2", + "nodes": [ + "issue:59639", + "issue:61659" + ], + "soft_pairs": [ + "issue:59639|issue:61659" + ], + "prepared_review_unit_hash": "3891c6ed92514b5db3522e94e866aca3a5778004519737f2cc94dc20fec23963", + "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": 261, + "component_count": 406, + "review_unit_index": 1, + "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": 262, + "component_count": 406, + "review_unit_index": 1, + "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": 263, + "component_count": 406, + "review_unit_index": 1, + "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": 264, + "component_count": 406, + "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-60812-2", + "nodes": [ + "issue:60812", + "issue:60813" + ], + "soft_pairs": [ + "issue:60812|issue:60813" + ], + "prepared_review_unit_hash": "dbcdd35e2a5e42e52a0cdcdce14ba08b1e0779905cc3da44b4ee6a04a27aaaf3", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 265, + "component_count": 406, + "review_unit_index": 1, + "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": 266, + "component_count": 406, + "review_unit_index": 1, + "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": 267, + "component_count": 406, + "review_unit_index": 1, + "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": 268, + "component_count": 406, + "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": 269, + "component_count": 406, + "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-61610-2", + "nodes": [ + "issue:61610", + "issue:62577" + ], + "soft_pairs": [ + "issue:61610|issue:62577" + ], + "prepared_review_unit_hash": "4b39afbf70da65b775d80f1d1fc502615d7f230590f7eeda717c22c494cebc1b", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 270, + "component_count": 406, + "review_unit_index": 1, + "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": 271, + "component_count": 406, + "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": 272, + "component_count": 406, + "review_unit_index": 1, + "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": 273, + "component_count": 406, + "review_unit_index": 1, + "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": 274, + "component_count": 406, + "review_unit_index": 1, + "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": 275, + "component_count": 406, + "review_unit_index": 1, + "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": 276, + "component_count": 406, + "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-62034-2", + "nodes": [ + "issue:62034", + "issue:73507" + ], + "soft_pairs": [ + "issue:62034|issue:73507" + ], + "prepared_review_unit_hash": "7cfcfe2c6ddb24a481cbae319506b910b8e3d998bf904e02eaf3ff91195d18a8", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1531, + "estimated_input_tokens": 383, + "estimated_eval_tokens": 1022 + }, + "overflow_policy": "truncate_then_skip", + "trimmed": false, + "aggressively_trimmed": false, + "split": false, + "analyst_result": null, + "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": 406, + "review_unit_index": 1, + "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": 278, + "component_count": 406, + "review_unit_index": 1, + "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": 279, + "component_count": 406, + "review_unit_index": 1, + "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": 280, + "component_count": 406, + "review_unit_index": 1, + "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": 281, + "component_count": 406, + "review_unit_index": 1, + "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": 282, + "component_count": 406, + "review_unit_index": 1, + "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": 283, + "component_count": 406, + "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-62563-3", + "nodes": [ + "issue:62563", + "issue:62754", + "issue:63220" + ], + "soft_pairs": [ + "issue:62563|issue:62754", + "issue:62563|issue:63220", + "issue:62754|issue:63220" + ], + "prepared_review_unit_hash": "f3d1138e462865a08765722f36d8903542a4b5afc86459f9239ecb1cff0959a9", + "component_budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2892, + "estimated_input_tokens": 723, + "estimated_eval_tokens": 1702 + }, + "budget": { + "node_count": 3, + "item_count": 3, + "soft_pair_count": 3, + "serialized_chars": 2892, + "estimated_input_tokens": 723, + "estimated_eval_tokens": 1702 + }, + "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": 406, + "review_unit_index": 1, + "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": 285, + "component_count": 406, + "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-62700-2", + "nodes": [ + "issue:62700", + "issue:62702" + ], + "soft_pairs": [ + "issue:62700|issue:62702" + ], + "prepared_review_unit_hash": "2fcf1fe0c6b44f09e393ce7f89f07beaa2477ab3068d8d42a21adc10d90407b7", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 286, + "component_count": 406, + "review_unit_index": 1, + "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": 287, + "component_count": 406, + "review_unit_index": 1, + "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": 288, + "component_count": 406, + "review_unit_index": 1, + "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": 289, + "component_count": 406, + "review_unit_index": 1, + "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": 290, + "component_count": 406, + "review_unit_index": 1, + "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": 291, + "component_count": 406, + "review_unit_index": 1, + "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": 292, + "component_count": 406, + "review_unit_index": 1, + "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": 293, + "component_count": 406, + "review_unit_index": 1, + "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": 294, + "component_count": 406, + "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-63410-2", + "nodes": [ + "issue:63410", + "issue:66920" + ], + "soft_pairs": [ + "issue:63410|issue:66920" + ], + "prepared_review_unit_hash": "35c0ebe0d72540e67d4aabc71bfac309eb612fa106e09fec59da11f9d7fc3499", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 295, + "component_count": 406, + "review_unit_index": 1, + "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": 296, + "component_count": 406, + "review_unit_index": 1, + "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": 297, + "component_count": 406, + "review_unit_index": 1, + "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": 298, + "component_count": 406, + "review_unit_index": 1, + "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": 299, + "component_count": 406, + "review_unit_index": 1, + "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": 300, + "component_count": 406, + "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-64246-3", + "nodes": [ + "issue:64246", + "issue:64247", + "issue:64248" + ], + "soft_pairs": [ + "issue:64246|issue:64248", + "issue:64247|issue:64248" + ], + "prepared_review_unit_hash": "5ccade259acd4397c62a2fa527552573ad50ce037e7aa8652a083e7731d5e528", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 301, + "component_count": 406, + "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": 302, + "component_count": 406, + "review_unit_index": 1, + "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": 303, + "component_count": 406, + "review_unit_index": 1, + "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": 304, + "component_count": 406, + "review_unit_index": 1, + "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": 305, + "component_count": 406, + "review_unit_index": 1, + "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": 306, + "component_count": 406, + "review_unit_index": 1, + "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": 307, + "component_count": 406, + "review_unit_index": 1, + "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": 308, + "component_count": 406, + "review_unit_index": 1, + "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": 309, + "component_count": 406, + "review_unit_index": 1, + "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": 310, + "component_count": 406, + "review_unit_index": 1, + "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": 311, + "component_count": 406, + "review_unit_index": 1, + "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": 312, + "component_count": 406, + "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-64980-2", + "nodes": [ + "issue:64980", + "issue:64981" + ], + "soft_pairs": [ + "issue:64980|issue:64981" + ], + "prepared_review_unit_hash": "2edb41856e2c939eeecc61265e5b6439fae9fca06597c6a950867f0782d06fb9", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 313, + "component_count": 406, + "review_unit_index": 1, + "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": 314, + "component_count": 406, + "review_unit_index": 1, + "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": 315, + "component_count": 406, + "review_unit_index": 1, + "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": 316, + "component_count": 406, + "review_unit_index": 1, + "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": 317, + "component_count": 406, + "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-65477-2", + "nodes": [ + "issue:65477", + "issue:65487" + ], + "soft_pairs": [ + "issue:65477|issue:65487" + ], + "prepared_review_unit_hash": "e35d5a18ff38b9a885fab60f7c93d12bce5e571f0ca31b0f4d84d7d6d36d1a02", + "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": null, + "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": 406, + "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-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": "feeb60f9242c8365beafbf8f3d62184e1fa673245dbe10c3965fbda9fdbbe661", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 319, + "component_count": 406, + "review_unit_index": 1, + "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": 320, + "component_count": 406, + "review_unit_index": 1, + "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": 321, + "component_count": 406, + "review_unit_index": 1, + "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": 322, + "component_count": 406, + "review_unit_index": 1, + "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": 323, + "component_count": 406, + "review_unit_index": 1, + "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": 324, + "component_count": 406, + "review_unit_index": 1, + "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": 325, + "component_count": 406, + "review_unit_index": 1, + "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": 326, + "component_count": 406, + "review_unit_index": 1, + "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": 327, + "component_count": 406, + "review_unit_index": 1, + "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": 328, + "component_count": 406, + "review_unit_index": 1, + "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": 329, + "component_count": 406, + "review_unit_index": 1, + "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": 330, + "component_count": 406, + "review_unit_index": 1, + "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": 331, + "component_count": 406, + "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-66774-2", + "nodes": [ + "issue:66774", + "issue:73422" + ], + "soft_pairs": [ + "issue:66774|issue:73422" + ], + "prepared_review_unit_hash": "5c1b528f40c42710fd81face0c75d4be39ed35e4bfacb09b5f8f54053759e196", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1501, + "estimated_input_tokens": 376, + "estimated_eval_tokens": 1008 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1501, + "estimated_input_tokens": 376, + "estimated_eval_tokens": 1008 + }, + "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": 332, + "component_count": 406, + "review_unit_index": 1, + "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": 333, + "component_count": 406, + "review_unit_index": 1, + "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": 334, + "component_count": 406, + "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-66983-2", + "nodes": [ + "issue:66983", + "issue:68497" + ], + "soft_pairs": [], + "prepared_review_unit_hash": "bace94aa002d07a4af2704ea3953427f100b724ea729fd2387b42ab2e2b767fb", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1355, + "estimated_input_tokens": 339, + "estimated_eval_tokens": 934 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 0, + "serialized_chars": 1355, + "estimated_input_tokens": 339, + "estimated_eval_tokens": 934 + }, + "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": 406, + "review_unit_index": 1, + "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": 336, + "component_count": 406, + "review_unit_index": 1, + "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": 337, + "component_count": 406, + "review_unit_index": 1, + "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": 338, + "component_count": 406, + "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-67180-2", + "nodes": [ + "issue:67180", + "issue:68655" + ], + "soft_pairs": [ + "issue:67180|issue:68655" + ], + "prepared_review_unit_hash": "ecaf0969a55e6122b2ab7afd7ce45961fe4a7542f376d6b5e3deff8b5a4723fc", + "component_budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1625, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "budget": { + "node_count": 2, + "item_count": 2, + "soft_pair_count": 1, + "serialized_chars": 1625, + "estimated_input_tokens": 407, + "estimated_eval_tokens": 1070 + }, + "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": 339, + "component_count": 406, + "review_unit_index": 1, + "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": 340, + "component_count": 406, + "review_unit_index": 1, + "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": 341, + "component_count": 406, + "review_unit_index": 1, + "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": 342, + "component_count": 406, + "review_unit_index": 1, + "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": 343, + "component_count": 406, + "review_unit_index": 1, + "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": 344, + "component_count": 406, + "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": "dcf48a49085ac773fe27bc721c1cd298611246d2a30a03289359371c191f0ea7", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 345, + "component_count": 406, + "review_unit_index": 1, + "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": 346, + "component_count": 406, + "review_unit_index": 1, + "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": 347, + "component_count": 406, + "review_unit_index": 1, + "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": 348, + "component_count": 406, + "review_unit_index": 1, + "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": 349, + "component_count": 406, + "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-68596-2", + "nodes": [ + "issue:68596", + "issue:69978" + ], + "soft_pairs": [ + "issue:68596|issue:69978" + ], + "prepared_review_unit_hash": "bdb69083b8054a121c11ad854d7bd4bd6c40778834e4511f29ec4cb6bd6c5841", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 350, + "component_count": 406, + "review_unit_index": 1, + "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": 351, + "component_count": 406, + "review_unit_index": 1, + "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": 352, + "component_count": 406, + "review_unit_index": 1, + "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": 353, + "component_count": 406, + "review_unit_index": 1, + "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": 354, + "component_count": 406, + "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": 355, + "component_count": 406, + "review_unit_index": 1, + "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": 356, + "component_count": 406, + "review_unit_index": 1, + "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": 357, + "component_count": 406, + "review_unit_index": 1, + "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": 358, + "component_count": 406, + "review_unit_index": 1, + "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": 359, + "component_count": 406, + "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-69295-2", + "nodes": [ + "issue:69295", + "issue:69299" + ], + "soft_pairs": [ + "issue:69295|issue:69299" + ], + "prepared_review_unit_hash": "feb6b43884c278d1225ba399f98a075197f73cb8f50abe8a82dbf638a6384616", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 361, + "component_count": 406, + "review_unit_index": 1, + "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": 362, + "component_count": 406, + "review_unit_index": 1, + "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": 363, + "component_count": 406, + "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-69754-2", + "nodes": [ + "issue:69754", + "issue:69755" + ], + "soft_pairs": [ + "issue:69754|issue:69755" + ], + "prepared_review_unit_hash": "fbc6456c4bcb08faada771f62e16c42a71e05ec8915dcc7f263626289f2d5ddc", + "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": null, + "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": 406, + "review_unit_index": 1, + "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": 365, + "component_count": 406, + "review_unit_index": 1, + "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": 366, + "component_count": 406, + "review_unit_index": 1, + "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": 367, + "component_count": 406, + "review_unit_index": 1, + "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": 368, + "component_count": 406, + "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-70024-2", + "nodes": [ + "issue:70024", + "issue:71412" + ], + "soft_pairs": [ + "issue:70024|issue:71412" + ], + "prepared_review_unit_hash": "9b715291363fcf235fd17b06384468c773f1ea2bf74e4c926ab52ab29fb40b07", + "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": 369, + "component_count": 406, + "review_unit_index": 1, + "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": 370, + "component_count": 406, + "review_unit_index": 1, + "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": 371, + "component_count": 406, + "review_unit_index": 1, + "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": 372, + "component_count": 406, + "review_unit_index": 1, + "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": 373, + "component_count": 406, + "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-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": "4e0900d7f16388244db2a8055d97d8a1ab25799b54f5e4c3f0ba1c4f3e2ff9e6", + "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": 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": 406, + "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-71004-2", + "nodes": [ + "issue:71004", + "issue:72072" + ], + "soft_pairs": [ + "issue:71004|issue:72072" + ], + "prepared_review_unit_hash": "5c986679d8fb5f9721a624a9486d862990b31f8241fcce2beb595bde3280f597", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 375, + "component_count": 406, + "review_unit_index": 1, + "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": 376, + "component_count": 406, + "review_unit_index": 1, + "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": 377, + "component_count": 406, + "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-71233-2", + "nodes": [ + "issue:71233", + "issue:71304" + ], + "soft_pairs": [ + "issue:71233|issue:71304" + ], + "prepared_review_unit_hash": "30eac26c47987d8dc6eb988b818354e4ca4489eded84b3f589cb6935940d0b81", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 378, + "component_count": 406, + "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-71262-2", + "nodes": [ + "issue:71262", + "issue:73699" + ], + "soft_pairs": [ + "issue:71262|issue:73699" + ], + "prepared_review_unit_hash": "d79b07f8b76bf80f5f9b775e6d2f5ab3a92933ca5fbdb795ad3d455c9a849cc1", + "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": null, + "evaluator_result": null, + "evaluator_used": false, + "retried": false, + "accepted_nontrivial_soft_edge": false, + "error_kind": null, + "error_message": null + }, + { + "label": "issue", + "component_index": 379, + "component_count": 406, + "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": 380, + "component_count": 406, + "review_unit_index": 1, + "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": 381, + "component_count": 406, + "review_unit_index": 1, + "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": 382, + "component_count": 406, + "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": "a463753cce3983b0c0a794baa84ed01b7453f87910c80dd5e2149b7d1fdff5f8", + "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": 383, + "component_count": 406, + "review_unit_index": 1, + "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": 384, + "component_count": 406, + "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": "3be1a867f631349e3c363cdcc9af756310224ec1387c8f1d20c69659ab6e09d5", + "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": 385, + "component_count": 406, + "review_unit_index": 1, + "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": 386, + "component_count": 406, + "review_unit_index": 1, + "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": 387, + "component_count": 406, + "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": "b41a0fa65484630c40e2fb6a30541f5e0d371d99cd5f8088ef2dc0d1b0b1f6c2", + "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": 388, + "component_count": 406, + "review_unit_index": 1, + "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": 389, + "component_count": 406, + "review_unit_index": 1, + "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": 390, + "component_count": 406, + "review_unit_index": 1, + "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": 391, + "component_count": 406, + "review_unit_index": 1, + "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": 392, + "component_count": 406, + "review_unit_index": 1, + "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": 393, + "component_count": 406, + "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": 394, + "component_count": 406, + "review_unit_index": 1, + "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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