{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_unresolved_feedback", "name": "Foundry mined unresolved feedback: utopia-php/queue", "shortDescription": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#9\nRepo: utopia-php/queue\nIssue/PR number: 9\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: utopia-php/queue", "shortDescription": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#9\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d0312817cd4d44b6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/9\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: utopia-php/queue", "shortDescription": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#78\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#78\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#78\nRepo: utopia-php/queue\nIssue/PR number: 78\nGraph consistency label: supported_by_verification_signal\nNodes: 32\nEdges: 88\nNode types: {'pr_file': 9, 'link_quality': 6, 'commit': 5, 'comment_chain': 4, 'comment': 2, 'pr_review': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fi"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: utopia-php/queue", "shortDescription": {"text": "Foundry mined schema ui api mismatch: utopia-php/queue"}, "fullDescription": {"text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#75\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#75\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#75\nRepo: utopia-php/queue\nIssue/PR number: 75\nGraph consistency label: supported_by_verification_signal\nNodes: 34\nEdges: 86\nNode types: {'pr_file': 8, 'commit': 8, 'link_quality': 6, 'comment_chain': 4, 'comment': 2, 'pr_review': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'c"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: utopia-php/queue", "shortDescription": {"text": "Foundry mined bad chains: utopia-php/queue"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#85\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#85\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 19\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 33\nLabels: {'runtime_failure': 1, 'mock_placeholder': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 2, 'neutral': 3}\nChanged file labels: {'test_or_ci': 18, 'source_or_other': 4, 'ui_or_frontend': 10, 'api_or_backend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3f201abe027cb9cf\",\n    \"kind\": \"pull_request_body\",\n   "}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.84, "cwe": "", "owasp": ""}}, {"id": "foundry_auth_guardrail_gap", "name": "Foundry mined security auth guardrail gaps: utopia-php/queue", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: utopia-php/queue"}, "fullDescription": {"text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#29\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#29\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#29\nRepo: utopia-php/queue\nIssue/PR number: 29\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3,"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_fake_real_gap", "name": "Foundry mined mock as real or placeholder: utopia-php/queue", "shortDescription": {"text": "Foundry mined mock as real or placeholder: utopia-php/queue"}, "fullDescription": {"text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#85\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#85\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#85\nRepo: utopia-php/queue\nIssue/PR number: 85\nGraph consistency label: supported_by_verification_signal\nNodes: 61\nEdges: 155\nNode types: {'pr_file': 33, 'commit': 7, 'link_quality': 7, 'comment_chain': 5, 'pr_review': 3, 'comment':"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-11825279136b53a3", "name": "CI is configured but no tests are detected", "shortDescription": {"text": "CI is configured but no tests are detected"}, "fullDescription": {"text": "A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/22000"}, "properties": {"repository": "utopia-php/queue", "repoUrl": "https://github.com/utopia-php/queue", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371189, "scanner": "foundry_dataset", "fingerprint": "20e7e4b88cdbf78ccdf2b9e16fc26057c6b996e6c82ef4171f317e28236f4dae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#9", "issue_number": "9", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-62a53bdd63b9ab3e", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#9\nRepo: utopia-php/queue\nIssue/PR number: 9\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-ed8e48ac4b8ebb2d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371188, "scanner": "foundry_dataset", "fingerprint": "0a0c7b4f38b506d36ddaa1d25ff5916598a02e5a48c8b1fe24273caeae36c9fe", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"source_or_other": 2, "api_integration_gap": 2, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 2, "thread_touches_file": 2, "thread_has_pr_review": 1, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 3, "comment_chain_links_commit": 2, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 19, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "pr_file": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "utopia-php/queue#83", "issue_number": "83", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-88c11f18101f40a7", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 12}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#83\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#83\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#83\nRepo: utopia-php/queue\nIssue/PR number: 83\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 33\nNode types: {'link_quality': 5, 'comment_chain': 3, 'comment': 2, 'pr_file': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 6, 'chain_has_link_quality': 5, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_comment': 2, 'thread_touches_file': 2, 'comment_chain_links_commit': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'source_or_other': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-1a8356eb542e5b26", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371187, "scanner": "foundry_dataset", "fingerprint": "47e487f3b72ad855c252c02314d3253fdb0f995ce667903b0f6f692710d71209", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#8", "issue_number": "8", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-89b01a559d016fc4", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#8\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#8\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#8\nRepo: utopia-php/queue\nIssue/PR number: 8\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-29614e5567a55ef4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371186, "scanner": "foundry_dataset", "fingerprint": "78f392f4db685a5b27ec6c4666ed9cb868b312799e1b57dd16cd24cb790437f6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "source_or_other": 2, "api_integration_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 2, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#72", "issue_number": "72", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-147ac696b0082338", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"source_or_other": 10}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#72\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#72\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#72\nRepo: utopia-php/queue\nIssue/PR number: 72\nGraph consistency label: needs_more_evidence\nNodes: 14\nEdges: 24\nNode types: {'link_quality': 4, 'comment': 2, 'pr_file': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_touches_file': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'source_or_other': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-e28f82c917fe98fc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371185, "scanner": "foundry_dataset", "fingerprint": "b62375e30fee60022e7335fdd7dc70731c5456e16343f76152bee4c36e1f6b68", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "feature": 1, "ui_or_frontend": 2, "runtime_failure": 3, "positive_human_signal": 1, "verification_or_tests": 2, "human_feedback_general": 3, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 6, "comment_has_related_commit_context": 4, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 12, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 2, "thread_touches_file": 2, "thread_has_pr_review": 5, "chain_has_link_quality": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 7, "comment_chain_links_commit": 12, "comment_chain_touches_file": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 34, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "pr_file": 2, "pr_review": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 7}, "query_type": "motif_query", "thread_key": "utopia-php/queue#70", "issue_number": "70", "quality_tiers": {"unresolved": 1, "weak_supervision": 8}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-02950484bcc075fc", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 20}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#70\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#70\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#70\nRepo: utopia-php/queue\nIssue/PR number: 70\nGraph consistency label: supported_by_verification_signal\nNodes: 34\nEdges: 71\nNode types: {'link_quality': 9, 'comment_chain': 7, 'pr_review': 5, 'commit': 5, 'comment': 2, 'pr_file': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 14, 'comment_chain_links_commit': 12, 'chain_has_link_quality': 9, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'thread_has_pr_review': 5, 'thread_has_comment': 2, 'thread_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'runtime_failure': 3, 'human_feedback_general': 3, 'ui_or_frontend': 2, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'feature': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'claimed_resolved_unverified': 2, 'claimed_resolved_with_verification_signal': 2, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 8, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-629eccc8c2d86d7c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371184, "scanner": "foundry_dataset", "fingerprint": "68b1e7553bc693ae70b25ff43e855c88247af6cba950e52989cf5139bbc43974", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#7", "issue_number": "7", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b163877c390fc405", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#7\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#7\nRepo: utopia-php/queue\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-2c808641a957db07", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371183, "scanner": "foundry_dataset", "fingerprint": "3dcc84da6823d6ff52c6da3484c2f6bfa66a86656ddd62b186bcdc3a13ef03d3", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "docs_or_claims": 1, "source_or_other": 3, "mock_placeholder": 1, "api_integration_gap": 2, "agent_instruction_gap": 1, "human_feedback_general": 7, "unlinked_human_feedback": 7, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 9, "human_reported_issue_no_linked_fix": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 18}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 114, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 10, "thread_touches_file": 4, "thread_has_pr_review": 1, "chain_has_link_quality": 13, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 11, "comment_chain_links_commit": 1, "comment_chain_touches_file": 44, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 44, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 10, "pr_file": 4, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 13, "comment_chain": 11}, "query_type": "motif_query", "thread_key": "utopia-php/queue#65", "issue_number": "65", "quality_tiers": {"unresolved": 10, "weak_supervision": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-51ad4efd58a5a21c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 14, "source_or_other": 42}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#65\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#65\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#65\nRepo: utopia-php/queue\nIssue/PR number: 65\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 114\nNode types: {'link_quality': 13, 'comment_chain': 11, 'comment': 10, 'pr_file': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 44, 'chain_has_link_quality': 13, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'thread_has_comment': 10, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 9, 'human_feedback_general': 7, 'unlinked_human_feedback': 7, 'source_or_other': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'mock_placeholder': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 18, 'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'unresolved': 10, 'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-fd2d8d101a95373d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371182, "scanner": "foundry_dataset", "fingerprint": "21497513bb75917557e91d4346b0171e01dfea0c8b5d287d758cc6bc18acc425", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["ambiguous_needs_more_evidence", "source_or_other", "test_or_ci", "ui_or_frontend", "unlinked_human_feedback", "human_feedback_general", "verification_or_tests", "bug_fix", "api_integration_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "positive_human_signal", "mock_placeholder", "docs_or_claims", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal"], "count": 20, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 14, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 180, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 5, "thread_touches_file": 18, "thread_has_pr_review": 3, "chain_has_link_quality": 10, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 8, "comment_chain_links_commit": 8, "comment_chain_touches_file": 96, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 55, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 5, "pr_file": 18, "pr_review": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 8}, "query_type": "motif_query", "thread_key": "utopia-php/queue#63", "issue_number": "63", "quality_tiers": {"unresolved": 6, "weak_supervision": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8ec0b739d2358580", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 66, "docs_or_claims": 11, "ui_or_frontend": 55, "source_or_other": 66}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#63\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#63\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#63\nRepo: utopia-php/queue\nIssue/PR number: 63\nGraph consistency label: supported_by_verification_signal\nNodes: 55\nEdges: 180\nNode types: {'pr_file': 18, 'link_quality': 10, 'comment_chain': 8, 'commit': 7, 'comment': 5, 'pr_review': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 96, 'thread_touches_file': 18, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 10, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'comment_chain_links_commit': 8, 'issue_chain_has_comment_chain': 8, 'thread_has_comment': 5, 'thread_has_pr_review': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'source_or_other': 6, 'test_or_ci': 6, 'ui_or_frontend': 5, 'unlinked_human_feedback': 5, 'human_feedback_general': 4, 'verification_or_tests': 4, 'bug_fix': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'mock_placeholder': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'unresolved': 6, 'weak_supervision': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-db5586a35024cabc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371181, "scanner": "foundry_dataset", "fingerprint": "a241f5af6d854ddd567d891a3a91cbfa947de51814ea584e999cf0af6fe3e19e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#62", "issue_number": "62", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d38d66869dab2df8", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#62\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#62\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#62\nRepo: utopia-php/queue\nIssue/PR number: 62\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-be79da08123336fd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371180, "scanner": "foundry_dataset", "fingerprint": "feb257b20eb132f30864fdbebe2e8bf14585cb9d13003ade2659badec074b89e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"positive_human_signal": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#61", "issue_number": "61", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9cd4807eb4ed7110", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#61\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#61\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#61\nRepo: utopia-php/queue\nIssue/PR number: 61\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-dad5a366943f01b5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371179, "scanner": "foundry_dataset", "fingerprint": "d3f8961beb8a2d40a3798defe6f57bae237f62c51df9bdafa3b21cda99308e71", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#6", "issue_number": "6", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3d3cff65bfce7d58", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#6\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#6\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#6\nRepo: utopia-php/queue\nIssue/PR number: 6\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-fb8e20aaa9f838e2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371178, "scanner": "foundry_dataset", "fingerprint": "cfcc5bcc13ff501810a122b0d298b94601398e8bdaf84fa4f2f58a266c6b81a0", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "positive_human_signal": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#59", "issue_number": "59", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-070b4ec2abfb4723", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#59\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#59\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#59\nRepo: utopia-php/queue\nIssue/PR number: 59\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'positive_human_signal': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-d90a9b1df159dd0b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371177, "scanner": "foundry_dataset", "fingerprint": "6c676881ffaf6e25c2d68481907544f1d0d8ffabddcc79b0d1807a14521507d4", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_or_backend": 1, "ui_or_frontend": 1, "source_or_other": 2, "human_feedback_general": 1, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 16, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#55", "issue_number": "55", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8c68993f4f238c5d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"api_or_backend": 5, "ui_or_frontend": 5, "source_or_other": 10}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#55\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#55\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#55\nRepo: utopia-php/queue\nIssue/PR number: 55\nGraph consistency label: needs_more_evidence\nNodes: 16\nEdges: 32\nNode types: {'pr_file': 4, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'thread_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'source_or_other': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'data_schema_persistence': 1, 'ui_or_frontend': 1, 'api_or_backend': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-c4e4462639b6554e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371176, "scanner": "foundry_dataset", "fingerprint": "34adfea35ad6d00f685471badafe4f2cc48de45cc09afaa0da01076c2f64589d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"feature": 1, "test_ci_gap": 1, "runtime_failure": 2, "api_integration_gap": 1, "agent_instruction_gap": 8, "verification_or_tests": 2, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 10, "ambiguous_needs_more_evidence": 5, "comment_has_related_commit_context": 4, "human_reported_issue_no_linked_fix": 8, "test_gap_without_verification_commit": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 20, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 13, "thread_has_comment": 13, "chain_has_link_quality": 15, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 13, "comment_chain_links_commit": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 13}, "node_count": 48, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 13, "fix_outcome": 1, "issue_chain": 1, "link_quality": 15, "comment_chain": 13}, "query_type": "motif_query", "thread_key": "utopia-php/queue#53", "issue_number": "53", "quality_tiers": {"unresolved": 8, "weak_supervision": 7}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fe8d145319a63e84", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#53\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#53\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#53\nRepo: utopia-php/queue\nIssue/PR number: 53\nGraph consistency label: weak_supervision_needs_review\nNodes: 48\nEdges: 78\nNode types: {'link_quality': 15, 'comment': 13, 'comment_chain': 13, 'commit': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 15, 'thread_has_comment': 13, 'thread_has_comment_chain': 13, 'comment_has_chain': 13, 'issue_chain_has_comment_chain': 13, 'comment_chain_links_commit': 7, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 10, 'agent_instruction_gap': 8, 'human_reported_issue_no_linked_fix': 8, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 4, 'runtime_failure': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'feature': 1, 'test_gap_without_verification_commit': 1}\nOutcomes: {'not_resolved_or_not_observed': 20, 'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 8, 'weak_supervision': 7}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-87533af999049a5e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371175, "scanner": "foundry_dataset", "fingerprint": "487d15cda0e098e7ff3ef7f38c6e398f795fb179754911df2c16a91121bf5f1d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 2, "mock_placeholder": 1, "agent_instruction_gap": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 6, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 16, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "chain_has_link_quality": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 27, "node_types": {"repo": 1, "thread": 1, "comment": 7, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 7}, "query_type": "motif_query", "thread_key": "utopia-php/queue#51", "issue_number": "51", "quality_tiers": {"unresolved": 9}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bbd0bd014349b043", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#51\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#51\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#51\nRepo: utopia-php/queue\nIssue/PR number: 51\nGraph consistency label: needs_more_evidence\nNodes: 27\nEdges: 41\nNode types: {'link_quality': 9, 'comment': 7, 'comment_chain': 7, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 9, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 8, 'human_reported_issue_no_linked_fix': 6, 'agent_instruction_gap': 3, 'test_ci_gap': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 16, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 9}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-fbc732ef1fc351fb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371174, "scanner": "foundry_dataset", "fingerprint": "79fbb66651b54bd3d96d7c2ec822184f40fae1c02180a6427ec2a4f83aeb5160", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#5", "issue_number": "5", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4add1abe869550a1", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#5\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#5\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#5\nRepo: utopia-php/queue\nIssue/PR number: 5\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-9927fa9cc624efb3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371173, "scanner": "foundry_dataset", "fingerprint": "1bcde027ef1ea98fa83143d56c174835e2ed6e2cf92b3d933f010a3a1807ba2b", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "mock_placeholder": 1, "agent_instruction_gap": 1, "human_feedback_general": 1, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 12, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "chain_has_link_quality": 7, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 5}, "query_type": "motif_query", "thread_key": "utopia-php/queue#47", "issue_number": "47", "quality_tiers": {"unresolved": 7}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-359719223b0d98f6", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#47\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#47\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#47\nRepo: utopia-php/queue\nIssue/PR number: 47\nGraph consistency label: needs_more_evidence\nNodes: 21\nEdges: 31\nNode types: {'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'agent_instruction_gap': 1, 'data_schema_persistence': 1, 'runtime_failure': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 12, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 7}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-7630890c59734f19", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371172, "scanner": "foundry_dataset", "fingerprint": "54ea251577afa126d84a9ba233f76759bb29c962e04d407bdaea1b4adb0ddec0", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "mock_placeholder": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#46", "issue_number": "46", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-99d65e22fc81acbc", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#46\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#46\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#46\nRepo: utopia-php/queue\nIssue/PR number: 46\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 17\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-613ca6d746a7af4a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371171, "scanner": "foundry_dataset", "fingerprint": "c1a2e864cd7d5dcd9d803a4c3919f731ad7dd7cf220ce4ec226639a4eb3e5d13", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"mock_placeholder": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#45", "issue_number": "45", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e82938e072ab4f25", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#45\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#45\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#45\nRepo: utopia-php/queue\nIssue/PR number: 45\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-6dc42852b533b3eb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371170, "scanner": "foundry_dataset", "fingerprint": "8c2a8c8dda8aec0c11a4f930f7985ba7e94ea0252aa51f603748a7d50eab6845", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#44", "issue_number": "44", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-57d95cb7ba60025f", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#44\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#44\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#44\nRepo: utopia-php/queue\nIssue/PR number: 44\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-b11b527c2dc6b25d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371169, "scanner": "foundry_dataset", "fingerprint": "61c167f60d47b33251d16ee56530d8497380976019ed78ca36528e6f9ff79dab", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#43", "issue_number": "43", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dc38902bfc14d2c3", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#43\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#43\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#43\nRepo: utopia-php/queue\nIssue/PR number: 43\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-6be8e26fe956d81c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371168, "scanner": "foundry_dataset", "fingerprint": "5d69d9ffe84f1277d3aa8b809bb2a0bf6bf2f023f84153bee0675cd86af48b24", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#42", "issue_number": "42", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-05d254acbc9efb54", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#42\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#42\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#42\nRepo: utopia-php/queue\nIssue/PR number: 42\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-8344c47cee5c764b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371167, "scanner": "foundry_dataset", "fingerprint": "768764c064a734dc01414b78d2edabee6ab3298dc7e40b4cd52b3ab8e34ee91e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#41", "issue_number": "41", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dd34e80033ec9729", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#41\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#41\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#41\nRepo: utopia-php/queue\nIssue/PR number: 41\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-8f3207ac61100bda", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371166, "scanner": "foundry_dataset", "fingerprint": "731a2b0215aca187148a38b34076a1dfd8d0bb432727fb6c8893bf4e1e579130", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#40", "issue_number": "40", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a9cdf83380e398af", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#40\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#40\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#40\nRepo: utopia-php/queue\nIssue/PR number: 40\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-ed0c588eb375ef46", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371165, "scanner": "foundry_dataset", "fingerprint": "97d720da0d357612cca112f608548812450bd57368ea31324cd8301cc4866cec", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#4", "issue_number": "4", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4d28a2ef0e82ee96", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#4\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#4\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#4\nRepo: utopia-php/queue\nIssue/PR number: 4\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-a650ffdd42dcafac", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371164, "scanner": "foundry_dataset", "fingerprint": "2592cd3c6b724b8c04211f3a498dac50086829c915b8eabc3dc03ef9c58735b6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#39", "issue_number": "39", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1dda2989c38d683f", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#39\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#39\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#39\nRepo: utopia-php/queue\nIssue/PR number: 39\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-4ca2e913ae757b31", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371163, "scanner": "foundry_dataset", "fingerprint": "bad2624fd15fd8dedca256e78a8277312ba3456d6b2b4ec82f731818c48c72f6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#37", "issue_number": "37", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d9713f74ee3c2eea", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#37\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#37\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#37\nRepo: utopia-php/queue\nIssue/PR number: 37\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-fc3509ef48f5725b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371162, "scanner": "foundry_dataset", "fingerprint": "6df3878f40aa993d71839494ac4b0f6d185c16eb52d15179b0a79323654799ad", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#36", "issue_number": "36", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a8dfe3643d46cbba", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#36\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#36\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#36\nRepo: utopia-php/queue\nIssue/PR number: 36\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-c4deaeb75b6efb5e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371161, "scanner": "foundry_dataset", "fingerprint": "ee477419a763b18df79ce9e4a93536d06f3a92f537d706c57c88f3e82d843f34", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#35", "issue_number": "35", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-14f3ec848e52bdd1", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#35\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#35\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#35\nRepo: utopia-php/queue\nIssue/PR number: 35\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-18656d2f23ec6526", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371160, "scanner": "foundry_dataset", "fingerprint": "f93bc848b8b4f300874c2ad0cd42f9b84129aec3cff2e89ab6240d3b414745e6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#34", "issue_number": "34", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9aebb1e02252b4e7", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#34\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#34\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#34\nRepo: utopia-php/queue\nIssue/PR number: 34\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-253a94aaf99daa8b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371159, "scanner": "foundry_dataset", "fingerprint": "5a91c2707d454f0b92747bc620d339c2fe30246dd3c1056158171841a297f0f0", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#33", "issue_number": "33", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6bd9ee4438850b56", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#33\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#33\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#33\nRepo: utopia-php/queue\nIssue/PR number: 33\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-d5ecd51ecc8b39ea", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371158, "scanner": "foundry_dataset", "fingerprint": "8e1cb368c10908ad276fa37b8fcbafe0588d18cd41112fd33851ca673ae9c5bc", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#32", "issue_number": "32", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-96be2c080cb12ce7", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#32\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#32\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#32\nRepo: utopia-php/queue\nIssue/PR number: 32\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-dace03e65af452c7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371157, "scanner": "foundry_dataset", "fingerprint": "21c9303d349288edeb8827689703ec66b3eebf45c3c8cb87f055255d63073461", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#31", "issue_number": "31", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-608c58dfb37cc1d5", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#31\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#31\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#31\nRepo: utopia-php/queue\nIssue/PR number: 31\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-d9bc393a733bbd20", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371156, "scanner": "foundry_dataset", "fingerprint": "c88ed38293b4bf786ee9c8a30bd588b64e2e7fea7c503808349dd4bf0e150a18", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 15, "unlinked_human_feedback": 15, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 17}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 34}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 15, "thread_has_comment": 15, "chain_has_link_quality": 17, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 15}, "node_count": 51, "node_types": {"repo": 1, "thread": 1, "comment": 15, "fix_outcome": 1, "issue_chain": 1, "link_quality": 17, "comment_chain": 15}, "query_type": "motif_query", "thread_key": "utopia-php/queue#30", "issue_number": "30", "quality_tiers": {"unresolved": 17}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0b542e90ed76e4c5", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#30\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#30\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#30\nRepo: utopia-php/queue\nIssue/PR number: 30\nGraph consistency label: needs_more_evidence\nNodes: 51\nEdges: 81\nNode types: {'link_quality': 17, 'comment': 15, 'comment_chain': 15, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 17, 'thread_has_comment': 15, 'thread_has_comment_chain': 15, 'comment_has_chain': 15, 'issue_chain_has_comment_chain': 15, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 17, 'human_feedback_general': 15, 'unlinked_human_feedback': 15, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 34}\nQuality tiers: {'unresolved': 17}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-eeebc73326b9816b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371155, "scanner": "foundry_dataset", "fingerprint": "16b83a6f285a4333af61a9297ba577c6fc182ceace97d2a262fb6ae223245012", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#29", "issue_number": "29", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-46227b0cf8a6e61e", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#29\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#29\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#29\nRepo: utopia-php/queue\nIssue/PR number: 29\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-e1f625b2ccbf3ec4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371154, "scanner": "foundry_dataset", "fingerprint": "646bf31ea8b219d7a732d740d34a66e97bc933fd87d6ccd39b785cb2c3f314ce", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 3, "unlinked_human_feedback": 3, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "utopia-php/queue#28", "issue_number": "28", "quality_tiers": {"unresolved": 5}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f87cf8ae2a0a58fd", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#28\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#28\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#28\nRepo: utopia-php/queue\nIssue/PR number: 28\nGraph consistency label: needs_more_evidence\nNodes: 15\nEdges: 21\nNode types: {'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 5}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-adace9a1fd7d854e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371153, "scanner": "foundry_dataset", "fingerprint": "e045c34481ce4cf9df4d816033214e6861f7261b302685d2cd4c2e557610afe1", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 7, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 36, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "chain_has_link_quality": 8, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 24, "node_types": {"repo": 1, "thread": 1, "comment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 6}, "query_type": "motif_query", "thread_key": "utopia-php/queue#27", "issue_number": "27", "quality_tiers": {"unresolved": 8}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b83daa85945171d8", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#27\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#27\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#27\nRepo: utopia-php/queue\nIssue/PR number: 27\nGraph consistency label: needs_more_evidence\nNodes: 24\nEdges: 36\nNode types: {'link_quality': 8, 'comment': 6, 'comment_chain': 6, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 8}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-cfe2d081b6bfdfe3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371152, "scanner": "foundry_dataset", "fingerprint": "5b224181633f8e5cc4d450b3ee4ed91a31729787e3471f2b5087ab29000849d8", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#26", "issue_number": "26", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d66630a9f467220a", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#26\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#26\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#26\nRepo: utopia-php/queue\nIssue/PR number: 26\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-6cdf1a25b40d642c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371151, "scanner": "foundry_dataset", "fingerprint": "0a233a79eeff66e9480d91e0578187b1985ba3b22557caa30140a110b06a824f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#25", "issue_number": "25", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-225474fbe951d11b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#25\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#25\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#25\nRepo: utopia-php/queue\nIssue/PR number: 25\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-60ed2a5599afd63d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371150, "scanner": "foundry_dataset", "fingerprint": "61207c547677f5ec2c4e3f101f7994129ecdfcf50db9bd9bf7b67c3bee1c7213", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#24", "issue_number": "24", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7e530d97dc766d1b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#24\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#24\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#24\nRepo: utopia-php/queue\nIssue/PR number: 24\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-256bc2c51add1821", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371149, "scanner": "foundry_dataset", "fingerprint": "820368ffc2496e75670a369df38da01183a16f85b3cfa837c641f198e50f2648", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 3, "unlinked_human_feedback": 3, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "utopia-php/queue#23", "issue_number": "23", "quality_tiers": {"unresolved": 5}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-94118c58ce8a7c6b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#23\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#23\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#23\nRepo: utopia-php/queue\nIssue/PR number: 23\nGraph consistency label: needs_more_evidence\nNodes: 15\nEdges: 21\nNode types: {'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 5}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-da56ede0f0431155", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371148, "scanner": "foundry_dataset", "fingerprint": "1998fad24207a7d04b7cb83fd2e030ad3ad5b66ff83479db5365f8b88d7092b7", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#22", "issue_number": "22", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fad21d83945522fa", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#22\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#22\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#22\nRepo: utopia-php/queue\nIssue/PR number: 22\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-8c0d9ea40d1a168f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371147, "scanner": "foundry_dataset", "fingerprint": "d9b6e5ce0cf49ad15e67a83fd21251135476101fde934e5cb0a2597f31090bae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#21", "issue_number": "21", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fb284a2846ee17e0", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#21\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#21\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#21\nRepo: utopia-php/queue\nIssue/PR number: 21\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-001bf55ee9f00138", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371146, "scanner": "foundry_dataset", "fingerprint": "f1172c29914735163784784b6ef73d8194a575468251132b451b1b15557e5a6f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 3, "unlinked_human_feedback": 3, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "utopia-php/queue#20", "issue_number": "20", "quality_tiers": {"unresolved": 5}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8fdc73436c755867", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#20\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#20\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#20\nRepo: utopia-php/queue\nIssue/PR number: 20\nGraph consistency label: needs_more_evidence\nNodes: 15\nEdges: 21\nNode types: {'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 5}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-5ad91db0f030421a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371145, "scanner": "foundry_dataset", "fingerprint": "ec443974a05b6f23eb825a2d0b17cb8738615b358b0e210b2c4f780157e3ee0e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_or_ci": 5, "api_or_backend": 1, "ui_or_frontend": 1, "source_or_other": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 9, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 1, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 9, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#19", "issue_number": "19", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0f91b1657381c5a9", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"test_or_ci": 20, "api_or_backend": 4, "ui_or_frontend": 4, "source_or_other": 8}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#19\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#19\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#19\nRepo: utopia-php/queue\nIssue/PR number: 19\nGraph consistency label: needs_more_evidence\nNodes: 18\nEdges: 38\nNode types: {'pr_file': 9, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 9, 'comment_chain_touches_file': 9, 'issue_chain_touches_file': 9, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'test_or_ci': 5, 'ambiguous_needs_more_evidence': 3, 'source_or_other': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'ui_or_frontend': 1, 'api_or_backend': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-ca446f845d0ea8f0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371144, "scanner": "foundry_dataset", "fingerprint": "acaa8138f1d49ed580f8530442b8a2db06e54eb9a0649b80cde7bb03cd63bffd", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#18", "issue_number": "18", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-aaa60ae7dc950612", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#18\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#18\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#18\nRepo: utopia-php/queue\nIssue/PR number: 18\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-9a56b3328860da35", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371143, "scanner": "foundry_dataset", "fingerprint": "ea7c6412e0268c12af158212305240a620c6a97066f05391ef8231505b54e946", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"runtime_failure": 1, "deployment_env_gap": 1, "api_integration_gap": 1, "human_feedback_general": 19, "unlinked_human_feedback": 19, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 21, "human_reported_issue_no_linked_fix": 3, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 42}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 116, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 22, "thread_has_comment": 22, "chain_has_link_quality": 24, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 22}, "node_count": 72, "node_types": {"repo": 1, "thread": 1, "comment": 22, "fix_outcome": 1, "issue_chain": 1, "link_quality": 24, "comment_chain": 22}, "query_type": "motif_query", "thread_key": "utopia-php/queue#17", "issue_number": "17", "quality_tiers": {"unresolved": 24}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d9a479da5f727e77", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#17\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#17\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#17\nRepo: utopia-php/queue\nIssue/PR number: 17\nGraph consistency label: needs_more_evidence\nNodes: 72\nEdges: 116\nNode types: {'link_quality': 24, 'comment': 22, 'comment_chain': 22, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 24, 'thread_has_comment': 22, 'thread_has_comment_chain': 22, 'comment_has_chain': 22, 'issue_chain_has_comment_chain': 22, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 21, 'human_feedback_general': 19, 'unlinked_human_feedback': 19, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'api_integration_gap': 1, 'runtime_failure': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 42, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 24}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-243ebf663107d6d6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371142, "scanner": "foundry_dataset", "fingerprint": "502c33508bd7e9be2e7a5dd246aa4da5f3d936e60bf8bad60668f77956f64dd5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#16", "issue_number": "16", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-10f3a600b667d31d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#16\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#16\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#16\nRepo: utopia-php/queue\nIssue/PR number: 16\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-16692ff5f097fc16", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371141, "scanner": "foundry_dataset", "fingerprint": "307600c273984e832c3b14e15da3dddd48aa18c93e1aa29c167e0aa581698661", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#15", "issue_number": "15", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7dcb303bc82addec", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#15\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#15\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#15\nRepo: utopia-php/queue\nIssue/PR number: 15\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-1e72be3c4a6c773d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371140, "scanner": "foundry_dataset", "fingerprint": "b3f89a9a0d9aa624a4432d5b8e0b8f549ae08ece70b9d8791090c337300909e7", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#14", "issue_number": "14", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2e410f21ddd60480", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#14\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#14\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#14\nRepo: utopia-php/queue\nIssue/PR number: 14\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-15abc899ce10da66", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371139, "scanner": "foundry_dataset", "fingerprint": "a0e8a94a5be2ea987920239cdde97bbd23a7e5dc8d9a227b36bfd9b2fe8283c2", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#13", "issue_number": "13", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-19f1a91667672b8d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#13\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#13\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#13\nRepo: utopia-php/queue\nIssue/PR number: 13\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-1dd8bf81b09b2623", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371138, "scanner": "foundry_dataset", "fingerprint": "d1fd07da491903105e5d9371c4afdf9488bb9ddfb0ee8a2d7accef7888ccdf84", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#12", "issue_number": "12", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d147e8801514b377", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#12\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#12\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#12\nRepo: utopia-php/queue\nIssue/PR number: 12\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-cc43ad50baa57d12", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371137, "scanner": "foundry_dataset", "fingerprint": "62fec854e84bf5e793a9b6feb833797171732e92ca2c5fb50a77a859c9255fb9", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#11", "issue_number": "11", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c0fc4d8bb6213067", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#11\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#11\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#11\nRepo: utopia-php/queue\nIssue/PR number: 11\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-4fc64d781922a1ec", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371136, "scanner": "foundry_dataset", "fingerprint": "20e116b9847290bf275ff33d8e3c608b21c3f532bf21087994e00df57cb10471", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#10", "issue_number": "10", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a0eae2c7c8cca3ba", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#10\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#10\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#10\nRepo: utopia-php/queue\nIssue/PR number: 10\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-cbd405edddfa7cf2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: utopia-php/queue"}, "properties": {"repobilityId": 371135, "scanner": "foundry_dataset", "fingerprint": "666c1b6ba3503a8375a9a82e608c757db114c316fe4cc323d4fe9f9b7d612007", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#1", "issue_number": "1", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fbf17eb3cad9b26d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#1\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: utopia-php/queue\nThread: utopia-php/queue#1\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#1\nRepo: utopia-php/queue\nIssue/PR number: 1\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-6cb2b6e8b4678215", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313414, "scanner": "foundry_dataset", "fingerprint": "b3f237f5672db5792dad90d721bae4109b55a9dc98f3bf8209b411e71135005a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#9", "human_labels": ["human_feedback_general"], "issue_number": "9", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-826c9b2ac36be6ea", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#9\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#9\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d0312817cd4d44b6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/9\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: Meldiron (User)\\nURL: https://github.com/utopia-php/queue/pull/9\\nTitle: Fix: Upgade libs\\nBody:\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6c035be8b31d4402\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-3a72d0867d34693c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313413, "scanner": "foundry_dataset", "fingerprint": "c6fc1f23d4b9b41dbde1e093cc0fec2f9ee05ae634c571745abb2d0ca19d1355", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#83", "human_labels": ["api_integration_gap", "human_feedback_general", "source_or_other"], "issue_number": "83", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.625, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-906814ab064afd14", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#83\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#83\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'api_integration_gap': 2, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fbe650870ce973b1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/83\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/83\\nTitle: Update telemetry dependency constraint\\nBody:\\n## Summary\\n- Relax `utopia-php/telemetry` from `0.4.*` to `^0.4`.\\n- Refresh `composer.lock` content hash for the root constraint change.\\n\\n## Why\\nCircuit breaker `0.3.1` uses the telemetry `0.4` lazy metric API. Keeping Utopia libraries on narrow telemetry constraints makes dependency alignment harder across the Appwrite stack.\\n\\n## Tests\\n- `composer validate --strict`\\n- `composer lint`\\n- `composer test` (fails in local environment because `amqp:5672` is not resolvable)\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5cce40706a196648\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/83#issuecomment-4598668913\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: greptile-apps[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/83#issuecomment-4598668913\\nTitle: \\nBody:\\n<h3>Greptile Summary</h3>\\n\\nThis PR relaxes the `utopia-php/telemetry` version constraint in `composer.json` from `0.4.*` to `^0.4` and updates the `composer.lock` content-hash to match.\\n\\n- The constraint change is effectively a no-op: in Composer, `^0.4` for a pre-1.0 package resolves to `>=0.4.0 <0.5.0`, the same range as `0.4.*`. No package versions in the lock file changed.\\n- The `composer.lock` diff is limited to the `content-hash` field, confirming the resolved dependency graph is identical to before.\\n\\n<h3>Confidence Score: 4/5</h3>\\n\\nSafe to merge; the actual installed dependency set is unchanged and no runtime behavior is affected.\\n\\nThe only change is a constraint notation swap that resolves to the sa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-9ec1727191851376", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313412, "scanner": "foundry_dataset", "fingerprint": "15c26f26fe1aa836ec515f7007427d0068819cde59535f3f23245f6e19502c43", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#80", "human_labels": ["api_integration_gap", "human_feedback_general", "positive_human_signal", "source_or_other"], "issue_number": "80", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.756, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e557a16c60871a05", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#80\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#80\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 1, 'bad': 1, 'good': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-74cc2fa72ffbafa9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/80\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/80\\nTitle: Relax servers patch constraint\\nBody:\\n## What\\n\\n- Relax `utopia-php/servers` from an exact `0.4.0` pin to `0.4.*`.\\n- Update `composer.lock` to resolve `utopia-php/servers` `0.4.1`.\\n\\n## Why\\n\\n`utopia-php/servers` has a `0.4.1` patch release, but downstream consumers cannot install it while this package requires `0.4.0` exactly. Allowing the `0.4.*` patch line keeps compatibility constrained to the current minor while unblocking patch updates.\\n\\n## Validation\\n\\n- `composer update utopia-php/servers --ignore-platform-reqs`\\n- `composer validate --strict --no-check-publish`\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-287035e5432d9691\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/80#issuecomment-4508721772\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: greptile-apps[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/80#issuecomment-4508721772\\nTitle: \\nBody:\\n<h3>Greptile Summary</h3>\\n\\nThis PR relaxes the `utopia-php/servers` dependency from an exact pin (`0.4.0`) to a patch-level wildcard (`0.4.*`) and updates the lock file to resolve `0.4.1`.\\n\\n- **`composer.json`**: Single-character constraint change from `\\\"0.4.0\\\"` to `\\\"0.4.*\\\"`, unblocking downstream consumers from upgrading through any `0.4.x` patch release.\\n- **`composer.lock`**: Lock file updated to resolve `utopia-php/servers` at `0.4.1` (`6e9241f587a19c0e9e7a3587fe3b15ffb2d4c2a4`); content-hash regenerated.\\n\\n<h3>Confidence Score: 5/5</h3>\\n\\nSafe to merge \u2014 the change is a minimal dependency looseni\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-a8b6b07ab0c02195", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313411, "scanner": "foundry_dataset", "fingerprint": "67152180a7021fc12f9ee2586248f303085fdbb13c2034d539e49fd7311a550c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#8", "human_labels": ["human_feedback_general"], "issue_number": "8", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-6a91aa814c08f168", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#8\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#8\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a9941404ff29978\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/8\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: shimonewman (User)\\nURL: https://github.com/utopia-php/queue/pull/8\\nTitle: readme fixes\\nBody:\\n- readme fixes\\r\\n- minor syntax (Redis adapter)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e393988f6548f2c4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-c88376a12d6ab664", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313410, "scanner": "foundry_dataset", "fingerprint": "1d1a9e6a3c171f9940278dc34e175bd805554bdb41c087240c1a3994efe001b9", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#78", "human_labels": ["api_or_backend", "human_feedback_general", "positive_human_signal", "source_or_other", "test_ci_gap", "test_or_ci"], "issue_number": "78", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.751, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fe917f25f98cdbe1", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 9, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 6, "api_or_backend": 1, "source_or_other": 2}, "linked_commit_count": 8, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#78\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#78\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 8\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 9\nLabels: {'human_feedback_general': 2, 'test_ci_gap': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 2, 'bad': 1, 'good': 1}\nChanged file labels: {'source_or_other': 2, 'api_or_backend': 1, 'test_or_ci': 6}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a3d89b4d69590c81\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/78\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: Meldiron (User)\\nURL: https://github.com/utopia-php/queue/pull/78\\nTitle: Feat: Param aliases\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8390ad471c552cf0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/78#issuecomment-4371229144\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: greptile-apps[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/78#issuecomment-4371229144\\nTitle: \\nBody:\\n<h3>Greptile Summary</h3>\\n\\n- Adds alias resolution in `Server::getArguments`: when the canonical param key is absent from the payload, the server now iterates a configured `aliases` list and uses the first match, leaving canonical key priority intact when present. The logic is correct and safe (`!empty()` guard handles params without an `aliases` key).\\n- `testParamAliases` covers four meaningful scenarios (canonical, first alias, second alias, canonical-wins-over-alias); the only gap is a missing test for the \\\\\\\"no canonical and no alias present \u2192 fall back to default\\\\\\\" code path.\\n- `utopia-php/servers` is bumped from `0.3.*` to the pinned stable `0.4.0`, which carries the new `aliases` param API this feature depends on.\\n\\n<h3>Confidence Score: 5/5</h3>\\n\\nSafe to merge \u2014 the alias resolution logic is correct, the dependency is pinned to a stable release, and existing test coverage is comprehensive.\\n\\nOnly a P2 coverage gap was found; no logic bugs, no security concerns, and no breaki\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-8dad1dea629bde90\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-ee57ea76b2b0dbdf", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313409, "scanner": "foundry_dataset", "fingerprint": "eb8fc19fc3f0c378197e5901728a6bb74ce134ed23cc7e1bd827624822dda504", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#74", "human_labels": ["positive_human_signal"], "issue_number": "74", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c36c50e926e09286", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#74\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#74\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'positive_human_signal': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8c9c740c08020ef0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/74#issuecomment-4069566023\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/74#issuecomment-4069566023\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Auto reviews are disabled on this repository. Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> <details>\\n> <summary>\u2699\ufe0f Run configuration</summary>\\n> \\n> **Configuration used**: Organization UI\\n> \\n> **Review profile**: CHILL\\n> \\n> **Plan**: Pro\\n> \\n> **Run ID**: `238644c2-49ae-48a1-b6ee-99efca8fc7c5`\\n> \\n> </details>\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n> \\n> Use the checkbox below for a quick retry:\\n> - [ ] <!-- {\\\"checkboxId\\\": \\\"e9bb8d72-00e8-4f67-9cb2-caf3b22574fe\\\"} --> \ud83d\udd0d Trigger review\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n<!-- walkthrough_star\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-436ce03b853e92dd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-9402b43cbd5943c4", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313408, "scanner": "foundry_dataset", "fingerprint": "975998ad2b8b0d45091de960b187bde85aac9aa18d05dd840696f3d555697cca", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#73", "human_labels": ["human_feedback_general", "positive_human_signal", "source_or_other"], "issue_number": "73", "thread_label": "thread_has_positive_feedback", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.744, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f0f232f90afba053", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, 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Worker and job processing events are no longer logged to console, resulting in quieter operation during queue execution.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-596e000210c38c5e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/69#issuecomment-3877291683\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/69#issuecomment-3877291683\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe pull request removes the `utopia-php/console` package dependency from `composer.json` and eliminates all associated Console-based logging statements from `src/Queue/Server.php`. These logging statements tracked worker lifecycle events including worker start/stop, job receipt, job success, and job failure. The removal does not alter control flow, error handling, or core functionality\u2014only logging output is eliminated.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 1 (Trivial) | \u23f1\ufe0f ~5 minutes\\n\\n<!-- walkthrough_end -->\\n\\n\\n<!-- pre_merge_checks_walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udea5 Pre-merge checks | \u2705 3</summary>\\n\\n<details>\\n<summary>\u2705 Passed\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-44072e323898dc0e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313403, "scanner": "foundry_dataset", "fingerprint": "d92ebbce5fb16f0596e12cbcfd1e97c2174428310c6a29d0d13728738f291dea", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#68", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "68", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.882, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-89582eb18c4f3d60", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#68\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#68\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-220c6376cc81c4ec\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/68\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/68\\nTitle: chore: bump servers lib to fix Hook errors\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-1dec79c0744ce6d1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/68#issuecomment-3845773363\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/68#issuecomment-3845773363\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Review was skipped due to path filters\\n> \\n> <details>\\n> <summary>:no_entry: Files ignored due to path filters (1)</summary>\\n> \\n> * `composer.lock` is excluded by `!**/*.lock`\\n> \\n> </details>\\n> \\n> CodeRabbit blocks several paths by default. You can override this behavior by explicitly including those paths in the path filters. For example, including `**/dist/**` will override the default block on the `dist` directory, by removing the pattern from both the lists.\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n\\n- [ ] <!-- {\\\"checkboxId\\\": \\\"fdf320d5-c1c1-4cbc-8d68-43fb5055f35f\\\"} --> \ud83d\udd0d Trigger a full review\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n\\n<!-- finishing_touch_checkbox_star\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac748b503a09a3c8\", \"evidence-chain-comment_to_commit-378d417c2e7a10cf\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_back\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-54ee9fc094954795", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313402, "scanner": "foundry_dataset", "fingerprint": "f889bbddbad96c9bca660cfa04312035e04b8ae69193de85ee9a68228028b648", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#67", "human_labels": ["positive_human_signal", "ui_workflow_gap"], "issue_number": "67", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.72, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-65c377ca05e1982c", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#67\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#67\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9d113c5aa97b5917\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/67\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/67\\nTitle: fix: add TTL to job records to prevent memory leak\\nBody:\\n## Summary\\n- Add TTL support to `Connection` interface `set()` and `setArray()` methods\\n- Implement TTL in Redis connection using `setex()` when TTL > 0\\n- Add optional `jobTtl` property to `Queue` class (default: 0 / no expiration)\\n- Clean up old job records after retry re-enqueue to prevent leak\\n\\n## Problem\\nJob records stored at `{namespace}.jobs.{queue}.{pid}` were accumulating indefinitely because:\\n1. Failed jobs added PID to failed queue but didn't clean up the job record after retry\\n\\n## Solution\\n- Job records can now have an optional configurable TTL (default: no expiration to preserve existing behavior)\\n- Successful jobs are deleted immediately (existing behavior)\\n- Retried jobs have their old records deleted after re-enqueue\\n- Users can opt-in to TTL by specifying `jobTtl` when creating a Queue\\n\\n## Usage\\n```php\\n// No TTL (default - preserves existing behavior)\\n$queue = new Queue('my-queue');\\n\\n// With 1 hour TTL for job records\\n$queue = new Queue\"\n  },\n  {\n    \"id\": \"github-feedback-comment-03b317a2b3dccd6c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/67#issuecomment-3832791613\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/67#issuecomment-3832791613\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nAdds TTL support for stored jobs and adjusts retry behavior. The Queue constructor gains a public int property `jobTtl` (default 86400). `Utopia\\\\Que\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-7d9bc8e0724105d5", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313401, "scanner": "foundry_dataset", "fingerprint": "7e6d73c7f9cfaa78622e20afafd4b6c49f9b047b87dd819672087edc1367ee5a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#66", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "66", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0014a03c1ea420d5", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#66\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#66\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-79f1a62026ab8565\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/66\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/66\\nTitle: chore: remove framework dependency and use utopia-php/servers\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated PHP package dependencies to a consolidated, more consistent set.\\n* **Refactor**\\n  * Adjusted internal package import structure for improved compatibility and maintainability.\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-00aedf9919a174d5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/66#issuecomment-3782461407\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/66#issuecomment-3782461407\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nUpdated project dependencies in composer.json: replaced utopia-php/framework and duplicate fetch entries with utopia-php/servers (0.2.*), utopia-php/fetch (0.5.*), utopia-php/telemetry (0.2.*), and utopia-php/validators (0.2.*) alongside existing packages. Updated import statements in src/Queue/Job.php and src/Queue/Server.php to use Hook from Utopia\\\\Servers instead of Utopia. Three files changed in total with minor line edits.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 2 (Simple) | \u23f1\ufe0f ~10 minutes\\n\\n<!-- walkthrough_end -->\\n\\n\\n<!-- pre_merge_checks_walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udea5 Pre-merge checks | \u2705 3</summary>\\n\\n<details>\\n<summary>\u2705 Passed checks (3 passed)</summar\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-c600ab89b86f8bde", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313400, "scanner": "foundry_dataset", "fingerprint": "00b6669da06f7716b1451bd4a3fab3615baa245ed7a187fa8a904d5e39bde42d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#64", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "64", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.717, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b768e7bb23e5e07e", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#64\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#64\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-28edb2172987106b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/64\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ArnabChatterjee20k (User)\\nURL: https://github.com/utopia-php/queue/pull/64\\nTitle: updated pools\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated underlying library dependency to a newer major version for improved pool management architecture.\\n  * Refactored pool initialization process for enhanced stability.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-bf1420ce0182f949\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/64#issuecomment-3758598772\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/64#issuecomment-3758598772\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThis pull request upgrades the `utopia-php/pools` dependency from version 0.8.* to 1.* in composer.json. To align with this major version upgrade, the test file for the Pool adapter is updated to use the new constructor signature, which now requires a Stack adapter as the first parameter before the existing name, size, and factory parameters.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 2 (Simple) | \u23f1\ufe0f ~8 minutes\\n\\n<!-- walkthrough_end -->\\n\\n\\n<!-- pre_merge_checks_walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udea5 Pre-merge checks | \u2705 1 | \u274c 2</summary>\\n\\n<details>\\n<summary>\u274c Failed checks (1 warning, 1 inconclusive)</summary>\\n\\n|     Check name\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-ac70f1de8b154962", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313399, "scanner": "foundry_dataset", "fingerprint": "4d09edf6656733656574bcb30c134e739139f315dbbe63395fde8632337d5abc", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#61", "human_labels": ["positive_human_signal"], "issue_number": "61", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-371c19d8a39917bc", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#61\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#61\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'positive_human_signal': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-447f880128f808f8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/61#issuecomment-3712966634\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/61#issuecomment-3712966634\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Auto reviews are disabled on base/target branches other than the default branch.\\n> \\n> \\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n\\n<!-- tips_start -->\\n\\n---\\n\\nThanks for using [CodeRabbit](https://coderabbit.ai?utm_source=oss&utm_medium=github&utm_campaign=utopia-php/queue&utm_content=61)! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.\\n\\n<details>\\n<summary>\u2764\ufe0f Share</summary>\\n\\n- [X](https://twitter.com/intent/twee\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8e21ce5a876d8a18\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrenc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-e636db2442303458", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313398, "scanner": "foundry_dataset", "fingerprint": "5a88d9b20be48c68c9d847f4433eb7ab8291ce7188568d46b93ca6b9aa4ee729", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#60", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "60", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.798, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a143530cb16c190f", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#60\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#60\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f283227bfd53709c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/60\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/60\\nTitle: chore: use framework 0.34\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-1c8d63079a067c36\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/60#issuecomment-3689123998\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/60#issuecomment-3689123998\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Auto reviews are disabled on base/target branches other than the default branch.\\n> \\n> \\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n\\n<!-- finishing_touch_checkbox_start -->\\n\\n<details>\\n<summary>\u2728 Finishing touches</summary>\\n\\n<details>\\n<summary>\ud83e\uddea Generate unit tests (beta)</summary>\\n\\n- [ ] <!-- {\\\"checkboxId\\\": \\\"f47ac10b-58cc-4372-a567-0e02b2c3d479\\\", \\\"radioGroupId\\\": \\\"utg-output-choice-group-unknown_comment_id\\\"} -->   Create PR with unit tests\\n- [ ] <!-- {\\\"checkboxId\\\"\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7824a6189212e0e2\", \"evidence-chain-comment_to_commit-fc71b604e44507c8\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-f12a3212c4c56d40", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313397, "scanner": "foundry_dataset", "fingerprint": "45d26d2abd286238709fafde22b18550e609fb3d94b95b7b609f74e2a424749f", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#6", "human_labels": ["human_feedback_general"], "issue_number": "6", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-8bbcaeedfde239b3", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#6\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#6\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1389e878e0bb82f0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/6\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: shimonewman (User)\\nURL: https://github.com/utopia-php/queue/pull/6\\nTitle: Refactor redis client\\nBody:\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b9d0655dd67dd89c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-39942c1cd9091bf9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313396, "scanner": "foundry_dataset", "fingerprint": "e776309b90c4557fc91623f8878da33584ef07d53cfcde0fcebaf0ae16584d68", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#58", "human_labels": ["api_integration_gap"], "issue_number": "58", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5cb3db4f531ef84b", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#58\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#58\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-33128a736de151d4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/58\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: hmacr (User)\\nURL: https://github.com/utopia-php/queue/pull/58\\nTitle: Bump utopia-php/fetch version\\nBody:\\nRelated SER-728\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated a core dependency to a newer version for enhanced compatibility and potential improvements.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-612fce94265334e5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/58#issuecomment-3673311231\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/58#issuecomment-3673311231\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe pull request updates the required version of the `utopia-php/fetch` dependency in `composer.json` from `0.4.*` to `0.5.*`. This is a minor version constraint adjustment with no other dependency or configuration changes.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 1 (Trivial) | \u23f1\ufe0f ~3 minutes\\n\\n- Single file modified with one dependency version change\\n- No code logic alterations or behavioral changes introduced\\n- Consider reviewing the `utopia-php/fetch` release notes between versions 0.4.x and 0.5.x to identify any breaking changes that may affect the project\\n\\n<!-- walkthrough_end -->\\n\\n\\n<!-- pre_merge_checks_walkthrough_start -->\\n\\n## Pre-merge checks and finishing touches\\n<details>\\n<summary>\u2705 Passed checks (3 passed)</summary>\\n\\n|     Check na\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-47b81f161ecb4230", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313395, "scanner": "foundry_dataset", "fingerprint": "4bbe71c5c55b195cab6e0ef8a3dde5cb9dc3a3f2e8f5504630f1c43d7b00e80d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#57", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "57", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.698, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-6235d4c7b526d794", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#57\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#57\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-da90cb3c475d74e6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/57\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: ChiragAgg5k (User)\\nURL: https://github.com/utopia-php/queue/pull/57\\nTitle: chore: use framework 0.34\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated core framework dependency to the latest minor version for improved stability and compatibility.\\n  * Adjusted internal library imports; no changes to public behavior or user-facing APIs.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-46347138b49574ca\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/57#issuecomment-3664976311\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/57#issuecomment-3664976311\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe pull request updates composer.json to bump the utopia-php/framework dependency from 0.33.* to 0.34.*. It also adjusts PHP imports in two source files: src/Queue/Job.php switches its Hook import from `Utopia\\\\Hook` to `Utopia\\\\Http\\\\Hook`, and src/Queue/Server.php switches `Utopia\\\\Hook` to `Utopia\\\\Http\\\\Hook` and `Utopia\\\\Validator` to `Utopia\\\\Http\\\\Validator`. No function signatures or public APIs were altered.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 2 (Simple) | \u23f1\ufe0f ~10 minutes\\n\\n- Review composer.json version bump for compatibility and intended upgrade.\\n- Inspect src/Queue/Job.php import change to ensure `Utopia\\\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-ad62ccff08b51a0d", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313394, "scanner": "foundry_dataset", "fingerprint": "9d9bee069a2b77bff14384762612311d7bc1324146deda5041e81b9a54139460", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#56", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "56", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.76, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0e85ec568803588c", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#56\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#56\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-905c2f8220808b22\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/56\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: abnegate (User)\\nURL: https://github.com/utopia-php/queue/pull/56\\nTitle: Update deps\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-affb4baf72065ed8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/56#issuecomment-3664457464\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/56#issuecomment-3664457464\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: rate limited by coderabbit.ai -->\\n\\n> [!WARNING]\\n> ## Rate limit exceeded\\n> \\n> @abnegate has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait **17 minutes and 28 seconds** before requesting another review.\\n> \\n> <details>\\n> <summary>\u231b How to resolve this issue?</summary>\\n> \\n> After the wait time has elapsed, a review can be triggered using the `@coderabbitai review` command as a PR comment. Alternatively, push new commits to this PR.\\n> \\n> We recommend that you space out your commits to avoid hitting the rate limit.\\n> \\n> </details>\\n> \\n> \\n> <details>\\n> <summary>\ud83d\udea6 How do rate limits work?</summary>\\n> \\n> CodeRabbit enforces hourly rate limits for each developer per organization.\\n> \\n> Our paid plans have higher rate limits than the trial, open-source and free plans. In all cases, we re-allow further reviews after a br\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6a355cd729b25f82\", \"evidence-chain-comment_to_commit-1793caa0c8e7322f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges:\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-bddb8b0ba9b5364c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313393, "scanner": "foundry_dataset", "fingerprint": "7ec5184656d38db000df7a73d806eae7a8aae5b9107103d34000fd4863a2e527", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#55", "human_labels": ["api_or_backend", "data_schema_persistence", "human_feedback_general", "source_or_other", "ui_or_frontend"], "issue_number": "55", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-cab58edbe799fb4a", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1, "ui_or_frontend": 1, "source_or_other": 2}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#55\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#55\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'human_feedback_general': 1, 'data_schema_persistence': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {'source_or_other': 2, 'ui_or_frontend': 1, 'api_or_backend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a59149eddc284ae2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/55\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/55\\nTitle: chore: remove framework\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated internal dependencies to newer versions for improved compatibility and system reliability.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-baf020f60b210f7f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/55#issuecomment-3425675395\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/55#issuecomment-3425675395\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: rate limited by coderabbit.ai -->\\n\\n> [!WARNING]\\n> ## Rate limit exceeded\\n> \\n> @loks0n has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait **18 minutes and 33 seconds** before requesting another review.\\n> \\n> <details>\\n> <summary>\u231b How to resolve this issue?</summary>\\n> \\n> After the wait time has elapsed, a review can be triggered using the `@coderabbitai review` command as a PR comment. Alternatively, push new commits to this PR.\\n> \\n> We recommend that you space out your commits to avoid hitting the rate limit.\\n> \\n> </details>\\n> \\n> \\n> <details>\\n> <summary>\ud83d\udea6 How do rate limits work?</summary>\\n> \\n> CodeRabbit enforces hourly rate limits for each developer per organization.\\n>\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-2bc6c53d51911273", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313392, "scanner": "foundry_dataset", "fingerprint": "c5f9792ed40f94b69b266f48e72b9e1dd550ef3e8997fae1ea03fdab0b676121", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#54", "human_labels": ["api_integration_gap"], "issue_number": "54", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fd336adad5c12e71", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#54\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#54\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c295aa78aec64e0a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/54#issuecomment-3423755768\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/54#issuecomment-3423755768\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThis pull request updates composer.json to replace the utopia dependency from utopia-php/cli (0.15.*) to utopia-php/console (0.0.*). The import in src/Queue/Server.php is updated from Utopia\\\\CLI\\\\Console to Utopia\\\\Console. docker-compose.yml updates four Redis cluster service images from docker.io/bitnami/redis-cluster:7.4 to docker.io/bitnamilegacy/redis-cluster:7.4. No other code logic, control flow, or public API signatures are modified.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 2 (Simple) | \u23f1\ufe0f ~10 minutes\\n\\nChanges are small and primarily cosmetic but span dependency update, a namespace import change requiring API compatibility verification, and container image name adjustments. Review tasks: confirm Console API compatibility, run tests or a quick integration check, and validate docker-compose image references.\\n\\n<!-- walkthrough_end -->\\n\\n\\n<!-- pre_merge_checks_wal\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6a2496bcbdafe4ea\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_fake_r\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-34f8d6077fea719c", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313391, "scanner": "foundry_dataset", "fingerprint": "98809281a4a55894fd260f6bf9c9d08450c7987a8bee8ccf5949b552fc6068e7", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#52", "human_labels": ["api_integration_gap", "test_ci_gap"], "issue_number": "52", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ceab272e806cb912", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 4, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#52\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#52\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2d0478873010a916\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/52\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/52\\nTitle: Revert \\\"refactor: update AMQP connection handling to support Swoole and enhance test coverage\\\"\\nBody:\\nReverts utopia-php/queue#48\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Refactor**\\n  * Removed Swoole-based AMQP integration, consolidating on the standard AMQP implementation.\\n  * Tightened AMQP broker internals (reduced surface for extension).\\n\\n* **Chores**\\n  * Updated AMQP library dependency to a maintained package version.\\n  * Cleaned Docker Compose by removing the amqp-swoole service and related dependency.\\n\\n* **Tests**\\n  * Removed Swoole-specific end-to-end tests and associated tooling.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-da4cad30063978a5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/52#issuecomment-3259731712\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/52#issuecomment-3259731712\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: failure by coderabbit.ai -->\\n\\n> [!CAUTION]\\n> ## Review failed\\n> \\n> The pull request is closed.\\n\\n<!-- end of auto-generated comment: failure by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\nReplaced AMQP library dependency in composer.json, removed Swoole-specific Docker service and dependencies, tightened visibility in AMQP broker, and deleted Swoole-based broker, tests, and worker script. 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\"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/30\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: basert (User)\\nURL: https://github.com/utopia-php/queue/pull/30\\nTitle: feat: add AMQP broker\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d226a0cc54b751f4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/30#issuecomment-2633396743\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: basert (User)\\nURL: https://github.com/utopia-php/queue/pull/30#issuecomment-2633396743\\nTitle: \\nBody:\\n> I think we should target this to main and release the next minor 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "utopia-php/queue#28", "human_labels": ["human_feedback_general"], "issue_number": "28", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-80dd6fbf757d387e", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#28\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#28\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 3}\nPolarities: {'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e7a7413daafafaa2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/28\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: basert (User)\\nURL: https://github.com/utopia-php/queue/pull/28\\nTitle: feat: add 'messaging.queue.length' metric\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-6feb1b54ce4b3c94\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/28#discussion_r1873805347\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: utopia-php/queue\\nAuthor: stnguyen90 (User)\\nURL: https://github.com/utopia-php/queue/pull/28#discussion_r1873805347\\nTitle: \\nBody:\\nwhy the term 'messaging' here? will that cause confusion between the Messaging queue?\"\n  },\n  {\n    \"id\": \"github-feedback-comment-626ed5d4c2428a84\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/28#discussion_r1873810583\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: utopia-php/queue\\nAuthor: stnguyen90 (User)\\nURL: https://github.com/utopia-php/queue/pull/28#discussion_r1873810583\\nTitle: \\nBody:\\ncan we also track processing length?\\r\\n\\r\\nIt should be `\\\"{$this->adapter->namespace}.processing.{$this->adapter->queue}\\\"`\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7fa9368345ad8597\", \"evidence-chain-comment_to_commit-e6bbf9c2a8e26a1a\", \"evidence-chain-comment_to_commit-ae476966dc55ecdc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: utopia-php/queue\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_s\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-934f3fa22294b690", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313373, "scanner": "foundry_dataset", "fingerprint": "c1823222b18b7b04cf1e130ed640d0835a5717f9e9f24a988a527dd06db38aa9", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Maybe we should hardcode it as a resource?\\r\\n\\r\\nI think this should happen in cloud, not in the worker. The worker should only add resources that itself generates.\\r\\nI guess in [here](https://github.com/appwrite-labs/cloud/pull/1180/files#diff-d86ab7d70269196641580d82beb3a5c9335fa8e847b6f0dea6065834174ea5cfR630) we should make this available to the app resources.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-ce8bbfdd15614ff8\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/27#discussion_r1836948146\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: utopia-php/queue\\nAuthor: eldadfux (User)\\nURL: https://github.com/utopia-php/queue/pull/27#discussion_r1836948146\\nTitle: \\nBody:\\nSame as I mentioned about the http lib and having this just inline. Maybe we can have class level constants for all the metric names so we can easily maintain them. \"\n  },\n  {\n    \"id\": \"github-feedback-comment-3a26366f7da93239\",\n    \"kind\": \"review_comm\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-assumption_checks-f61b5f296b26664a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: utopia-php/queue"}, "properties": {"repobilityId": 313372, "scanner": "foundry_dataset", "fingerprint": "9bb61b27c2de62f8ab1c3ef1e51393f862337f9cdea776a0415ddba78a3e5267", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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"source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: utopia-php/queue\nThread: utopia-php/queue#26\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#26\nRepo: utopia-php/queue\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4e992c6f82a7888d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/26\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: basert (User)\\nURL: https://github.com/utopia-php/queue/pull/26\\nTitle: Inject workerId as resource, record received timestamp\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-373111072619460b\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/26#discussion_r1836252999\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: utopia-php/queue\\nAuthor: christyjacob4 (User)\\nURL: https://github.com/utopia-php/queue/pull/26#discussion_r1836252999\\nTitle: \\nBody:\\n```suggestion\\r\\n     * Timestamp 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"bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 88, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 2, "thread_touches_file": 9, "thread_has_pr_review": 2, "chain_has_link_quality": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 4, "comment_chain_links_commit": 8, "comment_chain_touches_file": 36, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 32, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "pr_file": 9, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 4}, "query_type": "motif_query", "thread_key": "utopia-php/queue#78", "issue_number": "78", "quality_tiers": {"weak_supervision": 6}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "source_or_other": 2, "api_integration_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 2, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#72", "issue_number": "72", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-eaee6c53e14939fc", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"source_or_other": 10}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#72\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#72\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#72\nRepo: utopia-php/queue\nIssue/PR number: 72\nGraph consistency label: needs_more_evidence\nNodes: 14\nEdges: 24\nNode types: {'link_quality': 4, 'comment': 2, 'pr_file': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_touches_file': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'source_or_other': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-c024ae59747ce6c9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341376, "scanner": "foundry_dataset", "fingerprint": "5962b50ad6893e31e4ac0ecdb784023c9e1edc942525fcda30157c00eb98c3dc", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"feature": 1, "test_ci_gap": 1, "runtime_failure": 2, "api_integration_gap": 1, "agent_instruction_gap": 8, "verification_or_tests": 2, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 10, "ambiguous_needs_more_evidence": 5, "comment_has_related_commit_context": 4, "human_reported_issue_no_linked_fix": 8, "test_gap_without_verification_commit": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 20, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 13, "thread_has_comment": 13, "chain_has_link_quality": 15, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 13, "comment_chain_links_commit": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 13}, "node_count": 48, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 13, "fix_outcome": 1, "issue_chain": 1, "link_quality": 15, "comment_chain": 13}, "query_type": "motif_query", "thread_key": "utopia-php/queue#53", "issue_number": "53", "quality_tiers": {"unresolved": 8, "weak_supervision": 7}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-51318aa874c36094", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#53\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#53\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#53\nRepo: utopia-php/queue\nIssue/PR number: 53\nGraph consistency label: weak_supervision_needs_review\nNodes: 48\nEdges: 78\nNode types: {'link_quality': 15, 'comment': 13, 'comment_chain': 13, 'commit': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 15, 'thread_has_comment': 13, 'thread_has_comment_chain': 13, 'comment_has_chain': 13, 'issue_chain_has_comment_chain': 13, 'comment_chain_links_commit': 7, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 10, 'agent_instruction_gap': 8, 'human_reported_issue_no_linked_fix': 8, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 4, 'runtime_failure': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'feature': 1, 'test_gap_without_verification_commit': 1}\nOutcomes: {'not_resolved_or_not_observed': 20, 'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 8, 'weak_supervision': 7}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-4e77e8e0565be712", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341375, "scanner": "foundry_dataset", "fingerprint": "5e74ee761d8707f2dd80881344a7a4e93ee51d30f655b47c8f441aba387ef196", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "api_integration_gap": 1, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 14, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#52", "issue_number": "52", "quality_tiers": {"high_confidence": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-72cafdf51681a5a4", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: utopia-php/queue\nThread: utopia-php/queue#52\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#52\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#52\nRepo: utopia-php/queue\nIssue/PR number: 52\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 20\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'comment_has_related_commit_context': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-a5f23711229d411f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341374, "scanner": "foundry_dataset", "fingerprint": "69e53da0afecbdfd3d1dbc34523899f8c450cf0613a194d71bcb90d018492a9b", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 2, "mock_placeholder": 1, "agent_instruction_gap": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 6, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 16, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "chain_has_link_quality": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 27, "node_types": {"repo": 1, "thread": 1, "comment": 7, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 7}, "query_type": "motif_query", "thread_key": "utopia-php/queue#51", "issue_number": "51", "quality_tiers": {"unresolved": 9}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c643ca89394650fa", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#51\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#51\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#51\nRepo: utopia-php/queue\nIssue/PR number: 51\nGraph consistency label: needs_more_evidence\nNodes: 27\nEdges: 41\nNode types: {'link_quality': 9, 'comment': 7, 'comment_chain': 7, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 9, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 8, 'human_reported_issue_no_linked_fix': 6, 'agent_instruction_gap': 3, 'test_ci_gap': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 16, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 9}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-5c378717686b3137", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341373, "scanner": "foundry_dataset", "fingerprint": "5eb4ab0bf0c7c136baa799b64e8334537517bcdcb2706a1a2c3e029b0e69c1e1", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 3, "mock_placeholder": 1, "deployment_env_gap": 3, "agent_instruction_gap": 5, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 14, "comment_has_related_commit_context": 12, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 28}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "chain_has_link_quality": 14, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "comment_chain_links_commit": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 47, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 12, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 12}, "query_type": "motif_query", "thread_key": "utopia-php/queue#48", "issue_number": "48", "quality_tiers": {"high_confidence": 6, "weak_supervision": 8}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6c63ff97e4d7230d", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: utopia-php/queue\nThread: utopia-php/queue#48\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#48\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#48\nRepo: utopia-php/queue\nIssue/PR number: 48\nGraph consistency label: supported_by_high_confidence_link\nNodes: 47\nEdges: 82\nNode types: {'link_quality': 14, 'comment': 12, 'comment_chain': 12, 'commit': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 16, 'chain_has_link_quality': 14, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 14, 'comment_has_related_commit_context': 12, 'agent_instruction_gap': 5, 'verification_or_tests': 5, 'test_ci_gap': 3, 'deployment_env_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 28}\nQuality tiers: {'weak_supervision': 8, 'high_confidence': 6}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-d4ebc3d769c5b106", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341372, "scanner": "foundry_dataset", "fingerprint": "baa7b68e9e5ed69df57aaf3731d3ce5028b2e28248a4ef9bddfc4fd238ad1218", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#18", "issue_number": "18", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-948642fc8da3cd6a", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#18\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#18\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#18\nRepo: utopia-php/queue\nIssue/PR number: 18\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-7d3e43f22f0e73e8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341371, "scanner": "foundry_dataset", "fingerprint": "9b844e88b5b3bae0d1343f181ca80c0cdff9cf39bd9e290a7da06094e63ddbd4", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#15", "issue_number": "15", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3cf0ca3984c6ed4b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#15\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#15\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#15\nRepo: utopia-php/queue\nIssue/PR number: 15\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-054761b338efce1c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: utopia-php/queue"}, "properties": {"repobilityId": 341370, "scanner": "foundry_dataset", "fingerprint": "464dc0d77e9afa1ee46c258b233386178cdb8293baa19f54ca4218825e1f4175", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "utopia-php/queue#14", "issue_number": "14", "quality_tiers": {"unresolved": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-16445d062954bd86", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#14\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#14\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#14\nRepo: utopia-php/queue\nIssue/PR number: 14\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-c240fc21c1f54b20", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: utopia-php/queue"}, "properties": {"repobilityId": 331121, "scanner": "foundry_dataset", "fingerprint": "dba93aeaf58f7715f0b96680f72929e4ecf7288f824fd494c79bc96682af22bb", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"keys": ["ui_or_frontend", "bug_fix", "test_or_ci", "feature", "ambiguous_needs_more_evidence", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "human_feedback_general", "data_schema_persistence", "mock_placeholder", "positive_human_signal", "source_or_other", "comment_has_related_commit_context", "human_reported_issue_then_verified_fix_attempt", "verification_or_tests", "claimed_resolved_with_verification_signal", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "positive_feedback_with_related_change", "human_positive_or_acceptance_signal"], "count": 20, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 6, "human_positive_or_acceptance_signal": 2, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 86, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 2, "thread_touches_file": 8, "thread_has_pr_review": 2, "chain_has_link_quality": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 8, "thread_has_comment_chain": 4, "comment_chain_links_commit": 12, "comment_chain_touches_file": 32, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 34, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 2, "pr_file": 8, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 4}, "query_type": "motif_query", "thread_key": "utopia-php/queue#75", "issue_number": "75", "quality_tiers": {"high_confidence": 5, "weak_supervision": 1}, "repo_full_name": "utopia-php/queue", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e0266a0c549408e1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 21, "ui_or_frontend": 28, "source_or_other": 7}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#75\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#75\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#75\nRepo: utopia-php/queue\nIssue/PR number: 75\nGraph consistency label: supported_by_verification_signal\nNodes: 34\nEdges: 86\nNode types: {'pr_file': 8, 'commit': 8, 'link_quality': 6, 'comment_chain': 4, 'comment': 2, 'pr_review': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 32, 'comment_chain_links_commit': 12, 'thread_touches_file': 8, 'issue_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'thread_has_comment': 2, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 4, 'bug_fix': 4, 'test_or_ci': 3, 'feature': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_with_verification_signal': 2, 'claimed_resolved_unverified': 2, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'high_confidence': 5, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-d30a07760c1b5714", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: utopia-php/queue"}, "properties": {"repobilityId": 331120, "scanner": "foundry_dataset", "fingerprint": "62c8ba619391dc55697e4ca4dc9cb830a3b9808840547fc6cb441812d8942820", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"api_or_backend": 1, "ui_or_frontend": 1, "source_or_other": 2, "human_feedback_general": 1, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 4, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 16, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#55", "issue_number": "55", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-39586b41d14f4b9d", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"api_or_backend": 5, "ui_or_frontend": 5, "source_or_other": 10}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#55\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#55\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#55\nRepo: utopia-php/queue\nIssue/PR number: 55\nGraph consistency label: needs_more_evidence\nNodes: 16\nEdges: 32\nNode types: {'pr_file': 4, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'thread_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'source_or_other': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'data_schema_persistence': 1, 'ui_or_frontend': 1, 'api_or_backend': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-1ce6000991461c9f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: utopia-php/queue"}, "properties": {"repobilityId": 331119, "scanner": "foundry_dataset", "fingerprint": "76ddcd03cd8d19f8172db5af390e3774c99452b3507b43b5cd7e09cb2aa1e091", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"runtime_failure": 1, "mock_placeholder": 1, "agent_instruction_gap": 1, "human_feedback_general": 1, "data_schema_persistence": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 12, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "chain_has_link_quality": 7, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 5}, "query_type": "motif_query", "thread_key": "utopia-php/queue#47", "issue_number": "47", "quality_tiers": {"unresolved": 7}, "repo_full_name": "utopia-php/queue", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-74ba973456fabdbe", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#47\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: utopia-php/queue\nThread: utopia-php/queue#47\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#47\nRepo: utopia-php/queue\nIssue/PR number: 47\nGraph consistency label: needs_more_evidence\nNodes: 21\nEdges: 31\nNode types: {'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'agent_instruction_gap': 1, 'data_schema_persistence': 1, 'runtime_failure': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 12, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 7}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-b22618ccde2a3024", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323685, "scanner": "foundry_dataset", "fingerprint": "a082969f98e70f5e696c6cd874e590559cc5d95992788c901fe57e955fda59be", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#85", "human_labels": ["api_or_backend", "human_feedback_general", "mock_placeholder", "runtime_failure", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "85", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5a7569e584072932", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 33, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 18, "api_or_backend": 1, "ui_or_frontend": 10, "source_or_other": 4}, "linked_commit_count": 19, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#85\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#85\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 19\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 33\nLabels: {'runtime_failure': 1, 'mock_placeholder': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 2, 'neutral': 3}\nChanged file labels: {'test_or_ci': 18, 'source_or_other': 4, 'ui_or_frontend': 10, 'api_or_backend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3f201abe027cb9cf\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/85\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/85\\nTitle: Refactor Swoole concurrency to adapter-owned fan-out; remove AMQP broker\\nBody:\\n## Summary\\n\\nReworks Swoole concurrency, removes the AMQP broker, and fixes several pre-existing bugs.\\n\\nThe old design ran consumer-pool-size = max-coroutines: every coroutine ran the whole receive+process loop, pinning a connection (or the `Locking` mutex) on a blocking `BRPOP` and coupling connection count to coroutine count. Now **concurrency is a property of the Swoole adapter**: a single receive loop fans message *processing* out across a bounded set of coroutines, and the broker is just primitives.\\n\\n## Design\\n\\n- **`Consumer` = `receive()` / `commit()` / `reject()`** (was `consume()`). Brokers hold no loop, no concurrency knowledge.\\n- **The base `Adapter` processes sequentially** (Workerman); **the Swoole adapter fans processing out** across coroutines (semaphore `Channel` + `WaitGroup`), parameterised by `workerNum` and `maxCoroutines`.\\n- **`Adapter::process()` never throws** \u2014 a failing handler/commit/reject/callback is routed to\"\n  },\n  {\n    \"id\": \"github-feedback-comment-ba9450a6547b1ff0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/85#issuecomment-4620502155\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: greptile-apps[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/85#issuecomment-4620502155\\nTitle: \\nBody:\\n<h3>Greptile Summary</h3>\\n\\nThis PR refactors Swoole concurrency from N parallel consumer loops to a single receive loop with bounded coroutine fan-out (`Channel`\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-7f32e8c614414f6b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323684, "scanner": "foundry_dataset", "fingerprint": "5c5199d429443247eccba284ea22f1ca38bd1f19d05fa31ccffcb28c5f7c2555", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#81", "human_labels": ["agent_instruction_gap", "api_or_backend", "mock_placeholder", "positive_human_signal", "source_or_other", "test_or_ci"], "issue_number": "81", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1010c33f9c7e5f4d", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "api_or_backend": 1, "source_or_other": 2}, "linked_commit_count": 9, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#81\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#81\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 3\nLinked commit count: 9\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'agent_instruction_gap': 1, 'mock_placeholder': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'good': 1}\nChanged file labels: {'source_or_other': 2, 'api_or_backend': 1, 'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b54ca8418dd7b566\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/81\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/81\\nTitle: Sample queue depth via observable gauge\\nBody:\\n## Summary\\n\\nMigrates the `messaging.queue.depth` metric from a **synchronous** gauge \u2014 recorded imperatively on the message hot path \u2014 to an **observable gauge** sampled by the telemetry SDK at each collection interval.\\n\\nPreviously the depth was recorded via `Gauge::record()` once at worker start and again in the `finally` after every processed message. That coupled the sampling cadence to throughput:\\n\\n- **Idle / stuck queue \u2192 stale metric.** If jobs stop flowing (all failing, no healthy consumer), `record()` never fires and the gauge goes stale exactly when it matters most.\\n- **High throughput \u2192 redundant work.** A Redis `listSize` round-trip ran on the hot path for every message.\\n\\nAn observable gauge fixes both: the SDK invokes the registered `observe()` callback on a fixed export cadence, decoupled from message processing, and uses last-value semantics.\\n\\n## Changes\\n\\n- **`composer.json`** \u2014 bump `utopia-php/telemetry` `0.2.*` \u2192 `0.4.*` (adds `createObservableG\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c5a12af2b95afd25\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/81#issuecomment-4592878115\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: greptile-apps[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/81#issuecomment-4592878115\\nTitle: \\nBody:\\n<h3>Greptile Summary</h3>\\n\\nMigrates `messaging.queue.depth` from a synchronous push-model `Gauge` (recorded on the message hot path) to a pull-model `ObservableGauge` whose callb\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-3af225dd0c2b37b6", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323683, "scanner": "foundry_dataset", "fingerprint": "e0f15fd60a83672837b1dd8dddb3a018267440058d91f3c19a3563ccd5564305", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#75", "human_labels": ["data_schema_persistence", "human_feedback_general", "mock_placeholder", "positive_human_signal", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "75", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.912, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-94ed4f7ae0edf261", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 8, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 3, "ui_or_frontend": 4, "source_or_other": 1}, "linked_commit_count": 12, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#75\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#75\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 12\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 8\nLabels: {'human_feedback_general': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 1, 'bad': 2, 'good': 1}\nChanged file labels: {'source_or_other': 1, 'ui_or_frontend': 4, 'test_or_ci': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-12eb466aaa2173e6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/75\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: hmacr (User)\\nURL: https://github.com/utopia-php/queue/pull/75\\nTitle: Implement RPUSH for priority messages\\nBody:\\nCloses SER-1137\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Added optional priority parameter to queue enqueue functionality, allowing messages to be prioritized in the queue processing order.\\n\\n* **Tests**\\n  * Added comprehensive unit and end-to-end test suites covering priority enqueuing behavior and queue consumption order.\\n\\n* **Chores**\\n  * Updated test infrastructure configuration to support unit test autoloading and execution.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-db74e93a12c8a4f7\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/75#issuecomment-4073152814\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/75#issuecomment-4073152814\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Auto reviews are disabled on this repository. Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> <details>\\n> <summary>\u2699\ufe0f Run configuration</summary>\\n> \\n> **Configuration used**:\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-367f6b107fb3457a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323682, "scanner": "foundry_dataset", "fingerprint": "f30176ff9aaf9eb17201d410fa9abe79d5855bffcb9cf97ccf76b9341414b1e6", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#72", "human_labels": ["api_integration_gap", "source_or_other", "test_ci_gap"], "issue_number": "72", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-37b4dc033ab05174", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#72\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#72\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'test_ci_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-609ba72056c2d1b2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/72\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: claudear (User)\\nURL: https://github.com/utopia-php/queue/pull/72\\nTitle: Update utopia-php/pools for pool exhaustion fix\\nBody:\\n## Summary\\n- Updates `utopia-php/pools` dependency to `dev-main` (commit 3634543) to pull in the fix from [utopia-php/pools#29](https://github.com/utopia-php/pools/pull/29)\\n- The upstream fix improves pool exhaustion resilience by retrying after connection creation failure instead of throwing immediately, and adds diagnostic info (active/idle counts) to error messages\\n- No API changes required in this repo \u2014 the upstream changes are internal to `Pool::pop()` behavior\\n\\nFixes: CLOUD-3K4N\\n\\n## Test plan\\n- [x] PHPStan static analysis passes clean\\n- [ ] CI tests pass (E2E tests require Redis/Docker infrastructure)\\n- Note: Once `utopia-php/pools` tags a stable release (e.g. 1.0.4), the version constraint should be updated back to `1.*`\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated dependency version specification to track the\"\n  },\n  {\n    \"id\": \"github-feedback-comment-73e3e8798217eb1e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/72#issuecomment-4038888640\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/72#issuecomment-4038888640\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configurati\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-1f175d3f2d6a4eab", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323681, "scanner": "foundry_dataset", "fingerprint": "26a7a624b92307e7d4f082405ee6c57d393c29f5989c38c81377e50e4983708a", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#65", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "mock_placeholder", "source_or_other"], "issue_number": "65", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-54aa6977243b87be", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 3}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#65\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#65\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 11\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 7, 'api_integration_gap': 2, 'mock_placeholder': 1}\nPolarities: {'bad': 4, 'neutral': 7}\nChanged file labels: {'source_or_other': 3, 'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-446888995bd50830\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/65\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: Copilot (Bot)\\nURL: https://github.com/utopia-php/queue/pull/65\\nTitle: Replace PHPStan ignores with official phpredis stub file\\nBody:\\nPHPStan was reporting undefined method errors for Redis Streams methods (xAdd, xGroup, xReadGroup, etc.) because the default PHP extension stubs lack these definitions. This was being suppressed with ignoreErrors.\\n\\n## Changes\\n\\n- **Added official phpredis stub file** `stubs/RedisCluster.stub.php` from the <a href=\\\"https://github.com/phpredis/phpredis/blob/develop/redis_cluster.stub.php\\\">phpredis repository</a> with complete type definitions for Redis Streams methods and all RedisCluster methods\\n- **Configured PHPStan** to scan the local stubs directory\\n- **Removed ignoreErrors section** from phpstan.neon that was masking the undefined method warnings\\n- **Added documentation** in `stubs/README.md` explaining the source and purpose of the stub file\\n- **Configured Pint** to exclude the stubs directory from code style checks\\n\\nThis ensures proper static analysis for Redis Streams operations without suppressing legitimate type checking, and without req\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e5d6efe041cb89a1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/65#issuecomment-3767969069\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/65#issuecomment-3767969069\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-7068f71d7714c71f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323680, "scanner": "foundry_dataset", "fingerprint": "ae0631b1753f9ffd46d755b6dd745b4d57d5770a683c5fa57b52680594575b13", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#63", "human_labels": ["api_integration_gap", "docs_or_claims", "human_feedback_general", "mock_placeholder", "positive_human_signal", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "63", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-239c2479c9c832fc", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 18, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 6, "docs_or_claims": 1, "ui_or_frontend": 5, "source_or_other": 6}, "linked_commit_count": 8, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#63\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#63\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 8\nLinked commit count: 8\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 18\nLabels: {'human_feedback_general': 4, 'positive_human_signal': 1, 'api_integration_gap': 2, 'mock_placeholder': 1}\nPolarities: {'neutral': 5, 'bad': 3}\nChanged file labels: {'source_or_other': 6, 'ui_or_frontend': 5, 'docs_or_claims': 1, 'test_or_ci': 6}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b50f45bfde5596b4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/63\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: abnegate (User)\\nURL: https://github.com/utopia-php/queue/pull/63\\nTitle: Redis Streams\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-39f11a961f8bada9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/63#issuecomment-3732748034\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/63#issuecomment-3732748034\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Draft detected.\\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n\\n<!-- tips_start -->\\n\\n---\\n\\nThanks for using [CodeRabbit](https://coderabbit.ai?utm_source=oss&utm_medium=github&utm_campaign=utopia-php/queue&utm_content=63)! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.\\n\\n<details>\\n<summary>\u2764\ufe0f Share</summary>\\n\\n- [X](https://twitter.com/intent/tweet?text=I%20just%20used%20%40coderabbitai%20for%20my%20code%20review%2C%\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f38c49eeef1754b8\",\n    \"kind\": \"issue_comment\",\n    \"label\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-28b03d05fd5b1580", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323679, "scanner": "foundry_dataset", "fingerprint": "332a8109b14d80c635994447a04fd087c3a4df647dfdc5a2026510c8ffb98c62", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#62", "human_labels": ["human_feedback_general", "mock_placeholder"], "issue_number": "62", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-6b2d9b703629d09c", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#62\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#62\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'mock_placeholder': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f21a0a1658f41cbb\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/62\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/62\\nTitle: chore: remove framework dependency\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Refactor**\\n  * Updated core server dependencies to newer versions.\\n  * Refactored internal hook imports to align with updated dependencies.\\n\\n* **Chores**\\n  * Dependency management updates to support improved server infrastructure.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-437ee0d6ff456ef3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/62#issuecomment-3714369440\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/62#issuecomment-3714369440\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThis pull request migrates the codebase from the `utopia-php/framework` package to `utopia-php/servers`. The composer.json dependency is updated to require `utopia-php/servers` version 0.2.* instead of `utopia-php/framework` version 0.33.*. Corresponding namespace imports in two Queue-related files are updated to use Hook from the new package location (`Utopia\\\\Servers\\\\Hook`). A TODO comment is added in src/Queue/Server.php noting a potential compatibility issue regarding injections not existing on the new Hook class.\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 2 (Simple) | \u23f1\ufe0f ~12 minutes\\n\\n<!-- walkthro\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-7fd09c036a09f649", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323678, "scanner": "foundry_dataset", "fingerprint": "c9c8af17ff470a7f40d55e256bc99fd51d1543c4486afd11f3b06b5c025a97e8", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#59", "human_labels": ["api_integration_gap", "positive_human_signal"], "issue_number": "59", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-2cb1cf77fbee9615", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#59\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#59\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-664eadc30758addb\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/59\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: hmacr (User)\\nURL: https://github.com/utopia-php/queue/pull/59\\nTitle: Bump utopia-php/fetch version\\nBody:\\nRelated SER-728\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b052e45b15e2f885\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/59#issuecomment-3674243958\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/59#issuecomment-3674243958\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Auto reviews are disabled on base/target branches other than the default branch.\\n> \\n> \\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n\\n<!-- finishing_touch_checkbox_start -->\\n\\n<details>\\n<summary>\u2728 Finishing touches</summary>\\n\\n<details>\\n<summary>\ud83e\uddea Generate unit tests (beta)</summary>\\n\\n- [ ] <!-- {\\\"checkboxId\\\": \\\"f47ac10b-58cc-4372-a567-0e02b2c3d479\\\", \\\"radioGroupId\\\": \\\"utg-output-choice-group-unknown_comment_id\\\"} -->   Create PR with unit tests\\n- [ ] <!-- {\\\"checkboxId\\\"\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-543d42e845e8d416\", \"evidence-chain-comment_to_commit-a4c98f1b8fa14b77\"]\nSource graph evidence:\nSource evidence repo graph summary\nRe\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-d3c7570d8eeb7ee8", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323677, "scanner": "foundry_dataset", "fingerprint": "8ff1fa6b43a6b809bcf1944512bcb21926c6c5c4dd6399cfe9a6448f8e11bdcb", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#53", "human_labels": ["agent_instruction_gap", "api_integration_gap", "human_feedback_general", "runtime_failure", "test_ci_gap"], "issue_number": "53", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a497bde224fe35cf", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#53\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#53\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 13\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'runtime_failure': 2, 'agent_instruction_gap': 8, 'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 12, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-67638825513bd491\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/53\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/53\\nTitle: feat: add workerStop handler, graceful exits\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Per-worker lifecycle hooks added; workers now emit observable \\\"started\\\" and \\\"stopped\\\" events and support explicit spawn/reap supervision.\\n  - Server API exposes worker start/stop registration and improved lifecycle chaining.\\n\\n- **Bug Fixes**\\n  - AMQP stops consumption before shutdown to avoid hanging consumers.\\n  - Redis consume loop more resilient to broker errors and uses a configurable pop timeout.\\n\\n- **Chores / Refactor**\\n  - Standardized test/service container mounts and formatting/tooling updates.\\n\\n- **Breaking Changes**\\n  - Native-adapter accessor removed; adapter API and worker lifecycle signatures changed.\\n\\n<sub>\u270f\ufe0f Tip: You can customize this high-level summary in your review settings.</sub>\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-a20273240130c3c1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/53#issuecomment-3259746458\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/53#issuecomment-3259746458\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- other_code_reviewer_warning_start -->\\n\\n> [!NOTE]\\n> ## Other AI code review bot(s) detected\\n> \\n> CodeRabbit has detected other AI code review bot(s) in this pull reque\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-27ee77dba68c48a7", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323676, "scanner": "foundry_dataset", "fingerprint": "f863f689551d7df6d84a9a2d70b50b33463b91ee4dcd684e2f94862e22fa2b3c", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#51", "human_labels": ["agent_instruction_gap", "human_feedback_general", "mock_placeholder", "test_ci_gap"], "issue_number": "51", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-8c84ca1af4cdf3f8", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#51\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#51\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 7\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2, 'mock_placeholder': 1, 'agent_instruction_gap': 3, 'human_feedback_general': 1}\nPolarities: {'bad': 6, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9410ab4271d2d053\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/51\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: abnegate (User)\\nURL: https://github.com/utopia-php/queue/pull/51\\nTitle: Fix amqp\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Added support for configurable publisher acknowledgments and retry logic when publishing messages via AMQP.\\n  * Introduced new end-to-end tests for AMQP and AMQPSwoole publishing with acknowledgments enabled.\\n\\n* **Chores**\\n  * Broadened version constraints for several dependencies to allow for greater flexibility in updates.\\n  * Expanded the test matrix in CI workflows to include new adapter types.\\n\\n* **Style**\\n  * Improved code style for callable checks and invocation in AMQP-related classes.\\n  * Reformatted constructor calls for better readability in test classes.\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c48359fb8dc1672a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/51#issuecomment-3037232914\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/51#issuecomment-3037232914\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: rate limited by coderabbit.ai -->\\n\\n> [!WARNING]\\n> ## Rate limit exceeded\\n> \\n> @abnegate has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait **1 minutes and 23 seconds** before requesting another review.\\n> \\n> <details>\\n> <summary>\u231b How to resolve this issue?</summary>\\n> \\n> After the wait time ha\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-093c8996fa320b72", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323675, "scanner": "foundry_dataset", "fingerprint": "52e8506d5fb50d893680b330e64ab9608e5e9cafe0252d8d553f628e1595becc", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#50", "human_labels": ["human_feedback_general", "mock_placeholder"], "issue_number": "50", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.807, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-df06843201b21c3c", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#50\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#50\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'mock_placeholder': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ac3fceb378906844\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/50\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: abnegate (User)\\nURL: https://github.com/utopia-php/queue/pull/50\\nTitle: Default to 0 messages\\nBody:\\n\\r\\n<img width=\\\"632\\\" alt=\\\"Screenshot 2025-07-01 at 12 54 30\\\" src=\\\"https://github.com/user-attachments/assets/df7ad4cb-a20d-4ead-b197-ab9461c76cce\\\" />\\r\\n\\r\\n\\r\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\r\\n\\r\\n## Summary by CodeRabbit\\r\\n\\r\\n* **Bug Fixes**\\r\\n  * Improved queue size retrieval to prevent errors when message data is missing, ensuring more reliable operation.\\r\\n\\r\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-3d37576ae23a0dbb\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/50#issuecomment-3024802909\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/50#issuecomment-3024802909\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe `getQueueSize` method in the AMQP class was updated to include a PHPDoc `@throws` annotation and improved error handling. The method now safely returns 0 if the 'messages' key is missing from the response, preventing undefined index errors.\\n\\n## Changes\\n\\n| File                           | Change Summary                                                                                  |\\n|---------------------------------|-----------------------------------------------------------------------------------------------|\\n| src/Queue/Broker/AMQP.php       | Added `@throws \\\\Exception` PHPDoc to `getQueueSize`, updated return to handl\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-b3791ae336c2352a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323674, "scanner": "foundry_dataset", "fingerprint": "358a395dd75b37e2a5a0e34ff09bb5a5a5bb3cb4ad96bed2ae5aefd81a70dc71", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#49", "human_labels": ["agent_instruction_gap", "human_feedback_general", "mock_placeholder"], "issue_number": "49", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-caa9dccb7110edca", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#49\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#49\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'mock_placeholder': 1, 'agent_instruction_gap': 1}\nPolarities: {'neutral': 1, 'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-35cbb8c2a396506a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/49\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: christyjacob4 (User)\\nURL: https://github.com/utopia-php/queue/pull/49\\nTitle: Revert \\\"feat: add workerStop handling\\\"\\nBody:\\nReverts utopia-php/queue#45\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Introduced continuous job consumption, allowing the server to process jobs in an ongoing loop.\\n  - Added a new method to register a worker stop callback, enabling custom actions when a worker stops.\\n\\n- **Improvements**\\n  - Enhanced job processing with additional initialization, shutdown, and error handling hooks for greater flexibility and reliability.\\n  - Improved logging for both successful job completion and error scenarios.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f4d47c0da1849016\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/49#issuecomment-3001544307\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/49#issuecomment-3001544307\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThis update modifies event handling and job processing in the queue system. It removes callback storage and constant-based event names in the Swoole adapter, updates the AMQP broker's close logic, and enhances the server's job consumption loop with expanded hook execution and error handling. A new worker stop registration method is also introduced.\\n\\n## Changes\\n\\n| File(s)\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-2d83a52d05c26301", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323673, "scanner": "foundry_dataset", "fingerprint": "95f0e7fd7b1c8116b01872cb6421d8bc296ffe5388610920bb45937933227c07", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#48", "human_labels": ["agent_instruction_gap", "deployment_env_gap", "mock_placeholder", "test_ci_gap"], "issue_number": "48", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "utopia-php/queue", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7b17ccc32ce1778c", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 16, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#48\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#48\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 12\nLinked commit count: 16\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 3, 'mock_placeholder': 1, 'deployment_env_gap': 3, 'agent_instruction_gap': 5}\nPolarities: {'bad': 12}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-26924ee08155face\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/48\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: christyjacob4 (User)\\nURL: https://github.com/utopia-php/queue/pull/48\\nTitle: refactor: update AMQP connection handling to support Swoole and enhance test coverage\\nBody:\\n- Replaced php-amqplib/php-amqplib with appwrite-labs/php-amqplib in composer.json for Swoole support.\\n- Added connection class flexibility in AMQP broker to allow using AMQPSwooleConnection.\\n- Enhanced tests to cover both AMQPStreamConnection and AMQPSwooleConnection.\\n- Updated various dependencies in composer.lock for compatibility and improvements.\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Introduced support for AMQPSwoole as a new queue broker, enabling asynchronous and concurrent message processing.\\n  - Added a new test worker and end-to-end tests to validate AMQPSwoole integration and behavior.\\n- **Chores**\\n  - Updated dependencies to use a new AMQP PHP library.\\n  - Enhanced Docker setup with a new AMQPSwoole service for testing and adjusted health checks for related services.\\n<!-- end of auto-generated comment: release notes by cod\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4c0d2bd377896c3b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/48#issuecomment-2997137166\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/48#issuecomment-2997137166\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe changes introduce a new AMQPSwoole queue broker implementation with associated end-to-end tests and a worker scrip\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-733aafe610f48210", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323672, "scanner": "foundry_dataset", "fingerprint": "04dbd1bf51160ecf43e9c02f0949b903a9e7a167179abad4cded2b94c2cbddd5", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#47", "human_labels": ["agent_instruction_gap", "data_schema_persistence", "human_feedback_general", "mock_placeholder", "runtime_failure"], "issue_number": "47", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "utopia-php/queue", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-187347da58719605", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#47\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#47\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 5\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'mock_placeholder': 1, 'agent_instruction_gap': 1, 'data_schema_persistence': 1, 'runtime_failure': 1}\nPolarities: {'neutral': 1, 'bad': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-30a9d7c35b59aff1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/47\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: loks0n (User)\\nURL: https://github.com/utopia-php/queue/pull/47\\nTitle: feat: amqp swoole\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Introduced support for Swoole-based AMQP connections, providing automatic channel reconnection and retry on failure.\\n\\n- **Chores**\\n  - Updated dependencies to use a custom AMQP package from a specified repository.\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-cf948ff4ed17b7e8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/47#issuecomment-2971801176\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/47#issuecomment-2971801176\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe changes introduce a new `AMQPSwoole` class extending `AMQP`, providing a custom channel management and retry mechanism using `AMQPSwooleConnection`. The `AMQP` class is refactored to use protected visibility for several properties and methods, enabling subclass extension. The `composer.json` is updated to use a custom fork of the AMQP library from a specific Git repository.\\n\\n## Changes\\n\\n| File(s)                              | Change Summary                                                                                      |\\n|------------------------------------|------------------------------------------------------------\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "comment-chain-pattern-bad_chains-e3e0089b749270e8", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: utopia-php/queue"}, "properties": {"repobilityId": 323671, "scanner": "foundry_dataset", "fingerprint": "516a7ceef0488bbad66e8d941de84ce94ba1bad1d884762bb100b1522757e56a", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "utopia-php/queue#46", "human_labels": ["human_feedback_general", "mock_placeholder"], "issue_number": "46", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "utopia-php/queue", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0f191afc05a5dbc1", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: utopia-php/queue\nThread: utopia-php/queue#46\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: utopia-php/queue#46\nRepo: utopia-php/queue\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'mock_placeholder': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5796e9c89b8a76be\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/46\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: utopia-php/queue\\nAuthor: abnegate (User)\\nURL: https://github.com/utopia-php/queue/pull/46\\nTitle: Add timeout overrides\\nBody:\\n\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n- **New Features**\\n  - Added support for configuring connection and read/write timeouts when connecting to the message broker.\\n\\n- **Improvements**\\n  - Enhanced reliability and flexibility of message broker connections with new timeout options.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8bd467cc8fb7f38e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/utopia-php/queue/pull/46#issuecomment-2921811260\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_comment\\nRepo: utopia-php/queue\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/utopia-php/queue/pull/46#issuecomment-2921811260\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n## Walkthrough\\n\\nThe AMQP class constructor was updated to accept two new readonly float parameters for connection and read/write timeouts, both defaulting to 3.0 seconds. These values are now passed to the AMQPStreamConnection. 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"critical", "ci_labels": {}, "synthetic": false, "edge_count": 114, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 10, "thread_touches_file": 4, "thread_has_pr_review": 1, "chain_has_link_quality": 13, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 11, "comment_chain_links_commit": 1, "comment_chain_touches_file": 44, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 44, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 10, "pr_file": 4, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 13, "comment_chain": 11}, "query_type": "motif_query", "thread_key": "utopia-php/queue#65", "issue_number": "65", "quality_tiers": {"unresolved": 10, "weak_supervision": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1776c51a9a077174", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 14, "source_or_other": 42}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#65\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#65\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#65\nRepo: utopia-php/queue\nIssue/PR number: 65\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 114\nNode types: {'link_quality': 13, 'comment_chain': 11, 'comment': 10, 'pr_file': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 44, 'chain_has_link_quality': 13, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'thread_has_comment': 10, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 9, 'human_feedback_general': 7, 'unlinked_human_feedback': 7, 'source_or_other': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"keys": ["ambiguous_needs_more_evidence", "source_or_other", "test_or_ci", "ui_or_frontend", "unlinked_human_feedback", "human_feedback_general", "verification_or_tests", "bug_fix", "api_integration_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "positive_human_signal", "mock_placeholder", "docs_or_claims", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal"], "count": 20, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 14, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 180, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 5, "thread_touches_file": 18, "thread_has_pr_review": 3, "chain_has_link_quality": 10, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 8, "comment_chain_links_commit": 8, "comment_chain_touches_file": 96, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 55, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 5, "pr_file": 18, "pr_review": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 8}, "query_type": "motif_query", "thread_key": "utopia-php/queue#63", "issue_number": "63", "quality_tiers": {"unresolved": 6, "weak_supervision": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3bd9b898dd0737db", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 66, "docs_or_claims": 11, "ui_or_frontend": 55, "source_or_other": 66}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: utopia-php/queue\nThread: utopia-php/queue#63\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#63\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#63\nRepo: utopia-php/queue\nIssue/PR number: 63\nGraph consistency label: supported_by_verification_signal\nNodes: 55\nEdges: 180\nNode types: {'pr_file': 18, 'link_quality': 10, 'comment_chain': 8, 'commit': 7, 'comment': 5, 'pr_review': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 96, 'thread_touches_file': 18, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 10, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'comment_chain_links_commit': 8, 'issue_chain_has_comment_chain': 8, 'thread_has_comment': 5, 'thread_has_pr_review': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'source_or_other': 6, 'test_or_ci': 6, 'ui_or_frontend': 5, 'unlinked_human_feedback': 5, 'human_feedback_general': 4, 'verification_or_tests': 4, 'bug_fix': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'mock_placeholder': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'unresolved': 6, 'weak_supervision': 4}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"test_ci_gap": 3, "mock_placeholder": 1, "deployment_env_gap": 3, "agent_instruction_gap": 5, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 14, "comment_has_related_commit_context": 12, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"ambiguous_needs_more_evidence": 28}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "chain_has_link_quality": 14, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "comment_chain_links_commit": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 47, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 12, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 12}, "query_type": "motif_query", "thread_key": "utopia-php/queue#48", "issue_number": "48", "quality_tiers": {"high_confidence": 6, "weak_supervision": 8}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2d9b34f3550baabe", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: utopia-php/queue\nThread: utopia-php/queue#48\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#48\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#48\nRepo: utopia-php/queue\nIssue/PR number: 48\nGraph consistency label: supported_by_high_confidence_link\nNodes: 47\nEdges: 82\nNode types: {'link_quality': 14, 'comment': 12, 'comment_chain': 12, 'commit': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 16, 'chain_has_link_quality': 14, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 14, 'comment_has_related_commit_context': 12, 'agent_instruction_gap': 5, 'verification_or_tests': 5, 'test_ci_gap': 3, 'deployment_env_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 28}\nQuality tiers: {'weak_supervision': 8, 'high_confidence': 6}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-82fa749f6111ce43", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: utopia-php/queue"}, "properties": {"repobilityId": 327345, "scanner": "foundry_dataset", "fingerprint": "23bc300f78a9ada77cda063365a2c80489a96e32f3536f05775a42a64ec0c415", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 1, "mock_placeholder": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#46", "issue_number": "46", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-154e01a91dc07deb", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: utopia-php/queue\nThread: utopia-php/queue#46\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#46\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#46\nRepo: utopia-php/queue\nIssue/PR number: 46\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 17\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-f7be9781c30d1e89", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: utopia-php/queue"}, "properties": {"repobilityId": 327343, "scanner": "foundry_dataset", "fingerprint": "74d568c8ead2d2cd66d6a8acb4f229628c65a408539f858f45f71565b727b7d4", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"mock_placeholder": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "utopia-php/queue#45", "issue_number": "45", "quality_tiers": {"unresolved": 4}, "repo_full_name": "utopia-php/queue", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0d2cff4ebf5e5202", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: needs_more_evidence\nRepo: utopia-php/queue\nThread: utopia-php/queue#45\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: utopia-php/queue\nThread: utopia-php/queue#45\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: utopia-php/queue#45\nRepo: utopia-php/queue\nIssue/PR number: 45\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'mock_placeholder': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/utopia-php/queue", "source_id": "graph-query-motif_query-80c137524bc313c8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "utopia-php/queue", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "scanner-aa5acaa49eb8315b", "level": "note", "message": {"text": "Containers defined but no K8s/orchestration manifest found"}, "properties": {"repobilityId": "b230ea9b68736081", "scanner": "scanner-primary", "fingerprint": "aa5acaa49eb8315b", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["coverage", "deployment"]}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-11825279136b53a3", "level": "warning", "message": {"text": "CI is configured but no tests are detected"}, "properties": {"repobilityId": "e978b8822979c288", "scanner": "scanner-primary", "fingerprint": "11825279136b53a3", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "ci", "config-theater", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "95b200219df2848a", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "400b1209658ffd1c", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}