{"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: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#71\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 71\nGraph consistency label: weak_supervision_needs_review\nNodes: 30\nEdges: 52\nNode types: {'link_quality': 7, 'pr_file': 5, 'commit': 4, 'alignment': 3, 'bluepri"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#9\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_fi"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#71\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 5\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9d2d98ab3927726c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \""}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_docs_only_fix", "name": "Foundry mined docs only runtime fix: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined docs only runtime fix: yeh0211/Yeh-Capital-Public"}, "fullDescription": {"text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#72\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#72\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#72\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 72\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 41\nNode types: {'link_quality': 6, 'commit': 5, 'pr_file': 4, 'alignment': 3, 'bluep"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined test ci gap after feedback: yeh0211/Yeh-Capital-Public"}, "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#9\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2,"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined bad chains: yeh0211/Yeh-Capital-Public"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#54\nOutcome: self_attested_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#54\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: self_attested_unverified\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-697cea2a707240c7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/54\",\n    \"text\": \"GitHub feedback: agent_instruction_g"}, "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: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: yeh0211/Yeh-Capital-Public"}, "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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#51\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#51\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#51\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 51\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 22\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': "}, "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: yeh0211/Yeh-Capital-Public", "shortDescription": {"text": "Foundry mined mock as real or placeholder: yeh0211/Yeh-Capital-Public"}, "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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#56\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#56\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#56\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 56\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 118\nNode types: {'pr_file': 12, 'link_quality': 9, 'commit'"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-552b2796db435166", "name": "Possibly dead Python function: flow_zscore", "shortDescription": {"text": "Possibly dead Python function: flow_zscore"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-819e91b60d188cbe", "name": "Possibly dead Python function: stack_paths", "shortDescription": {"text": "Possibly dead Python function: stack_paths"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8d89b9757561ae37", "name": "Possibly dead Python function: realized_vol", "shortDescription": {"text": "Possibly dead Python function: realized_vol"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f0d3f8e7d717451f", "name": "Possibly dead Python function: term_year", "shortDescription": {"text": "Possibly dead Python function: term_year"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-73b60ed1ac9261f7", "name": "Possibly dead Python function: era", "shortDescription": {"text": "Possibly dead Python function: era"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ffb97620ad0f7c8b", "name": "Possibly dead Python function: bucket_from_return", "shortDescription": {"text": "Possibly dead Python function: bucket_from_return"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-93d5f49e11215215", "name": "Possibly dead Python function: percent_axis", "shortDescription": {"text": "Possibly dead Python function: percent_axis"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f8e5dda07dc1d329", "name": "Possibly dead Python function: money_axis", "shortDescription": {"text": "Possibly dead Python function: money_axis"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "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-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6fca323a5c6bd628", "name": "Very large file: 24-spacex-dossier/build_model.py (1220 lines)", "shortDescription": {"text": "Very large file: 24-spacex-dossier/build_model.py (1220 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-41e6306239b76016", "name": "Very large file: 15-ipo-chase/build_model.py (1178 lines)", "shortDescription": {"text": "Very large file: 15-ipo-chase/build_model.py (1178 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 32 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 70 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "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}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\n26-election-money-flows/src/build_dossiers.py:event_stats_table, 26-election-money-flows/src/build_dossiers_md.py:stats_table_df\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\n26-election-money-flows/src/run_sectors.py:md_table, 26-election-money-flows/src/run_gold.py:md_table, 26-election-money-flows/src/run_deep_elections.py:md_table, 26-election-money-flows/src/build_dossiers_md.py:md_table\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/23207"}, "properties": {"repository": "yeh0211/Yeh-Capital-Public", "repoUrl": "https://github.com/yeh0211/Yeh-Capital-Public", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371438, "scanner": "foundry_dataset", "fingerprint": "b65423d75d1f34128ded84095fd21c68493cc80ca50efe1918ed6673142a9ebd", "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, "docs_or_claims": 1, "source_or_other": 4, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 2, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "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": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 5, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 30, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#71", "issue_number": "71", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ec02fe8906575c41", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 5, "source_or_other": 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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#71\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 71\nGraph consistency label: weak_supervision_needs_review\nNodes: 30\nEdges: 52\nNode types: {'link_quality': 7, 'pr_file': 5, 'commit': 4, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'chain_has_link_quality': 7, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 4, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'bug_fix': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-0bf1abbd4bcaeacc", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371437, "scanner": "foundry_dataset", "fingerprint": "e3ddf0ed3a4244f1c4aa1dfe31b58640a3edaa5eb31f5f094fb6bb270935e78c", "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": {"docs_or_chore": 1, "generated_provenance": 2, "agent_instruction_gap": 2, "self_attested_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"self_attested_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "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": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#54", "issue_number": "54", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ddc675ade047858b", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#54\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#54\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#54\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 54\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 4, 'commit': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, '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: {'self_attested_unverified': 3, 'agent_instruction_gap': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'self_attested_or_generated_fix_unverified': 1, 'docs_or_chore': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'self_attested_unverified': 6, 'not_resolved_or_not_observed': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-32f524f30b8a7045", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371436, "scanner": "foundry_dataset", "fingerprint": "137b3d6a1e46c22d519c603eff2513e399e5ef8df2c6ae96bf24e984ae050937", "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, "verification_or_tests": 11, "human_feedback_general": 3, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "comment_has_related_commit_context": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "chain_has_link_quality": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 29, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 4}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b48bc47775c5293b", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#45\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#45\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 45\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 41\nNode types: {'commit': 11, 'link_quality': 6, 'comment': 4, 'comment_chain': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 5, '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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-875c1b2aafc2c04e", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371435, "scanner": "foundry_dataset", "fingerprint": "716c832511fabbe3bf7ce30b40c43985f5e46fb7bb282398dc4636096f166e52", "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, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 6, "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": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#43", "issue_number": "43", "quality_tiers": {"unresolved": 2, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d5442b0ce4bd06c3", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#43\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 43\nGraph consistency label: weak_supervision_needs_review\nNodes: 35\nEdges: 50\nNode types: {'link_quality': 11, 'alignment': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 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: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'assumption_check': 6, '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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b9eaef4e83c00a52", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371434, "scanner": "foundry_dataset", "fingerprint": "5336ee903a3c018ec771176ed6dddcd7fab0637e9fd2b08715111fd9ffd1de31", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "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": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#42", "issue_number": "42", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-337c24b04e52b095", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#42\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 42\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 33\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b22af843f1df69e6", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371433, "scanner": "foundry_dataset", "fingerprint": "0d54b8ff195033d638ee86611c0a94245eb99b6614aeb86035a8f170303be448", "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": {"ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 4, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 59, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 39, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#40", "issue_number": "40", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b18301ef401dec9b", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#40\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#40\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 40\nGraph consistency label: weak_supervision_needs_review\nNodes: 39\nEdges: 59\nNode types: {'link_quality': 10, 'commit': 9, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 16, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 4, 'comment_has_related_commit_context': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-5a180faa172778ca", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371432, "scanner": "foundry_dataset", "fingerprint": "8b8a1456217610823c98c692f5891bc0230dc1d73809b5cee7cab59e09b1a716", "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, "weak blueprint fit": 1, "security_auth_secret": 1, "partial blueprint fit": 2, "verification_or_tests": 11, "human_feedback_general": 3, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "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": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#38", "issue_number": "38", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d72678403ee4640a", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#38\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 57\nNode types: {'commit': 11, 'link_quality': 10, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-4521e806660651ce", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371431, "scanner": "foundry_dataset", "fingerprint": "43723c8a503c15aa3face773fb3fed6ec4776d28efbd62489987cab761d259e4", "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, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 11, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#34", "issue_number": "34", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2194e82e1d9f402f", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#34\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 34\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 64\nNode types: {'link_quality': 12, 'commit': 11, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'positive_human_signal': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 5, '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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-67706f429990f0fd", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371430, "scanner": "foundry_dataset", "fingerprint": "2bab7f9c91a4ad96a65a712df668d7c70d42f9941183e51df360ac8e8639bc5e", "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": {"verification_or_tests": 12, "human_feedback_general": 5, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "comment_has_related_commit_context": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 44, "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, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 33, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 5}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#33", "issue_number": "33", "quality_tiers": {"unresolved": 1, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d389e25566e39c44", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#33\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#33\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 33\nGraph consistency label: weak_supervision_needs_review\nNodes: 33\nEdges: 44\nNode types: {'commit': 12, 'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 13, '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: {'verification_or_tests': 12, 'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'comment_has_related_commit_context': 4, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'weak_supervision': 6, '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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9c9391a76c778c82", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371429, "scanner": "foundry_dataset", "fingerprint": "2eb0cbeab110d6440cdd7fc8c05007d2f2bde327323b3d5652dc40cef42e313f", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#20", "issue_number": "20", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-becfce490deb899e", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#20\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 20\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-1ba96b5d37a72c2e", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371428, "scanner": "foundry_dataset", "fingerprint": "2f36fa194eb7cc17872de5bca3aa17a9a0bbfc1c1c5b35a18aed3e6c46b58088", "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": {"weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "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": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#19", "issue_number": "19", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-40614b8f0c71acea", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#19\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#19\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 19\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9cfc6b628f81a5ff", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 371427, "scanner": "foundry_dataset", "fingerprint": "1142fee39da9cba5a70530b5f2daa0e2374a5ed9907f3d1dfb8e79e743b1fb95", "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, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#18", "issue_number": "18", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9d27b3f5f6cd2e3d", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#18\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#18\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 18\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-da31ba73bdb18412", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357512, "scanner": "foundry_dataset", "fingerprint": "189c1925327b5d80fb78e2e53c76462ee51a14f0d36f08eb3d490c9817db7fb0", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 6, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#9", "issue_number": "9", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-822fdfb6f1ce15c0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#9\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9d6c56577ec4e06e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357511, "scanner": "foundry_dataset", "fingerprint": "c2a852f605fe6bbf01fca577fbfd3becc0193f161c191d3fee395cf9c0dab00f", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 3, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_positive_or_acceptance_signal": 3, "human_reported_issue_then_fix_attempt": 1, "positive_feedback_with_related_change": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "human_positive_or_acceptance_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#8", "issue_number": "8", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f78425b53374ae35", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#8\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#8\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#8\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 8\nGraph consistency label: supported_by_high_confidence_link\nNodes: 26\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 3, 'human_positive_or_acceptance_signal': 3, 'blueprint_human_gap_alignment': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'api_integration_gap': 1, 'positive_feedback_with_related_change': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'weak blueprint fit': 1}\nOutcomes: {'human_positive_or_acceptance_signal': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b968b230009af299", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357510, "scanner": "foundry_dataset", "fingerprint": "32112166339b400fc4cc4f5056d470b58995f45c5ae5e2d60be4eec116751750", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 28, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#72", "issue_number": "72", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b15196ef0f04cf5a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#72\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#72\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#72\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 72\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 41\nNode types: {'link_quality': 6, 'commit': 5, 'pr_file': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-5d824e1c319220fd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357509, "scanner": "foundry_dataset", "fingerprint": "301f89d046c44c8fff9769a09bb832554cdbe05fcdb50355789c4e9af040ad55", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "docs_or_claims": 1, "source_or_other": 4, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 2, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 5, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 30, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#71", "issue_number": "71", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0cb650ecafd2a950", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 5, "source_or_other": 20}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#71\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 71\nGraph consistency label: weak_supervision_needs_review\nNodes: 30\nEdges: 52\nNode types: {'link_quality': 7, 'pr_file': 5, 'commit': 4, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'chain_has_link_quality': 7, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 4, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'bug_fix': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-7800780b6e455f83", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357508, "scanner": "foundry_dataset", "fingerprint": "b4e21350e92e66703ed0be73329257903e08416af2a740f7833a3e66d39bf0f2", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 2, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 3, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#70", "issue_number": "70", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b21c078fc4877bb4", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#70\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#70\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#70\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 70\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 47\nNode types: {'link_quality': 7, 'commit': 5, 'pr_file': 3, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 7, 'chain_has_link_quality': 7, 'comment_chain_touches_file': 6, 'thread_touches_file': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 4, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'human_reported_issue_then_fix_attempt': 2, 'generated_provenance': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'commit_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b21f5407ae7a04a9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357507, "scanner": "foundry_dataset", "fingerprint": "87e4b41fe9aa1877b9fa900e7f10845b1784ef19b591455b548188586097bac1", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 44, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 3, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#69", "issue_number": "69", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ea44f88e33a1d91d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#69\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#69\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#69\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 69\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 44\nNode types: {'link_quality': 7, 'pr_file': 3, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_touches_file': 6, 'comment_chain_links_commit': 4, 'thread_touches_file': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'generated_provenance': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-316ba519b85750ac", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357506, "scanner": "foundry_dataset", "fingerprint": "f03bf0df155d6c5cc43be8fa08276ae12d82b39c6605d7d7be41275452b5e025", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_or_backend": 1, "commit_general": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#68", "issue_number": "68", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3f2285fc90760182", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#68\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#68\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#68\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 68\nGraph consistency label: supported_by_high_confidence_link\nNodes: 26\nEdges: 37\nNode types: {'link_quality': 7, 'commit': 4, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'generated_provenance': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-504fa638a1dace99", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357505, "scanner": "foundry_dataset", "fingerprint": "7effed210015cd64ffbf7b85b9b1a38c587a7ef09e243566704a8a8a7533e927", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "docs_or_claims": 2, "source_or_other": 4, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 58, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 6, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 32, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#67", "issue_number": "67", "quality_tiers": {"high_confidence": 4, "assumption_check": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ade7cd61873ab1de", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 20}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#67\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#67\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#67\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 67\nGraph consistency label: supported_by_verification_signal\nNodes: 32\nEdges: 58\nNode types: {'link_quality': 7, 'pr_file': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 12, 'chain_has_link_quality': 7, 'thread_touches_file': 6, 'comment_chain_links_commit': 6, 'issue_chain_touches_file': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 4, 'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'generated_provenance': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-e97d9ef61448c6ad", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357504, "scanner": "foundry_dataset", "fingerprint": "74533a6c30d137c39258202af029a948c90da8b1ccb61aea00eba14c88c1db7d", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "feature": 1, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 5, "source_or_other": 6, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 91, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 11, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 11, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 44, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 11, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#66", "issue_number": "66", "quality_tiers": {"high_confidence": 3, "assumption_check": 6, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-39a48b0b66321399", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 25, "source_or_other": 30}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#66\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#66\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#66\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 66\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 91\nNode types: {'pr_file': 11, 'link_quality': 10, 'commit': 6, 'alignment': 6, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 22, 'thread_touches_file': 11, 'issue_chain_touches_file': 11, 'chain_has_link_quality': 10, 'comment_chain_links_commit': 7, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 6, 'blueprint_human_gap_alignment': 6, 'docs_or_claims': 5, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'comment_has_related_commit_context': 1, 'feature': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-18a6f7efacd4463f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357503, "scanner": "foundry_dataset", "fingerprint": "b47ceeef572521c8756df1aef85b628def67095540a8f5c5b07f308310cc3016", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 3, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 2, "agent_instruction_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 55, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 5, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 32, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#65", "issue_number": "65", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7bbb2b9ce8572679", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 15}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#65\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#65\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#65\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 65\nGraph consistency label: weak_supervision_needs_review\nNodes: 32\nEdges: 55\nNode types: {'link_quality': 7, 'commit': 6, 'pr_file': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 7, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'generated_provenance': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-4a53ad9ee50c4003", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357502, "scanner": "foundry_dataset", "fingerprint": "7b3ee784c3293b9b139b214af23ef26821ab02ff4b679baf67e1198da27d4145", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "docs_or_claims": 2, "source_or_other": 7, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 9, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 35, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 9, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#64", "issue_number": "64", "quality_tiers": {"high_confidence": 4, "assumption_check": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7309a00f68b9a822", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 35}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#64\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#64\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#64\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 64\nGraph consistency label: supported_by_high_confidence_link\nNodes: 35\nEdges: 70\nNode types: {'pr_file': 9, 'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 18, 'thread_touches_file': 9, 'issue_chain_touches_file': 9, 'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 7, 'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-50e7f10467595a57", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357501, "scanner": "foundry_dataset", "fingerprint": "fd0c0e0fefbd553db25ccb3fe4366eefe0a43cb153c654d18f50ee7aa517e059", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "docs_or_claims": 2, "source_or_other": 7, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 9, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 35, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 9, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#63", "issue_number": "63", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e9688d8d24c9bfd5", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 35}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#63\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#63\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#63\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 63\nGraph consistency label: weak_supervision_needs_review\nNodes: 35\nEdges: 70\nNode types: {'pr_file': 9, 'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 18, 'thread_touches_file': 9, 'issue_chain_touches_file': 9, 'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 7, 'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-98afc96059557987", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357500, "scanner": "foundry_dataset", "fingerprint": "84a99cdd7bd5c420ec5f1291b7cf4462e2955f1567611b0fd20de9fdb35080ab", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "docs_or_claims": 1, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 40, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 2, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#62", "issue_number": "62", "quality_tiers": {"high_confidence": 4, "assumption_check": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8be0c29fb65907b9", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 5, "source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#62\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#62\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#62\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 62\nGraph consistency label: supported_by_high_confidence_link\nNodes: 26\nEdges: 40\nNode types: {'link_quality': 7, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 4, 'comment_chain_touches_file': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 4, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'source_or_other': 1, 'generated_provenance': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-5b848aece323fcdb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357499, "scanner": "foundry_dataset", "fingerprint": "fd696f657a1c6428697fa0cff9b6f22e987b7ff569388f9cf8bd17332396425e", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "weak blueprint fit": 1, "api_integration_gap": 1, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 63, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 36, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#61", "issue_number": "61", "quality_tiers": {"high_confidence": 4, "assumption_check": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f7fb7827185d4725", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#61\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#61\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#61\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 61\nGraph consistency label: supported_by_verification_signal\nNodes: 36\nEdges: 63\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'pr_file': 4, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 10, 'comment_chain_touches_file': 8, 'comment_chain_links_commit': 7, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'dependency_or_build': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-5479ef929743379f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357498, "scanner": "foundry_dataset", "fingerprint": "7db8731a8511ab331b6483dea7369d07dc3e17c522db6eee4dcf0a17ce6780ed", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "docs_or_claims": 1, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "human_feedback_general": 3, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 4, "ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 4, "thread_touches_file": 2, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 5, "comment_chain_links_commit": 7, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 35, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 4, "pr_file": 2, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#60", "issue_number": "60", "quality_tiers": {"high_confidence": 6, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2b4110c125d71367", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#60\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#60\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#60\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 60\nGraph consistency label: supported_by_high_confidence_link\nNodes: 35\nEdges: 64\nNode types: {'link_quality': 10, 'comment_chain': 5, 'comment': 4, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'chain_has_link_quality': 10, 'comment_chain_links_commit': 7, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_comment': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_touches_file': 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}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_fix_attempt': 2, 'bug_fix': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'source_or_other': 1, 'generated_provenance': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_unverified': 4}\nQuality tiers: {'high_confidence': 6, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-3737d17b3254e632", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357497, "scanner": "foundry_dataset", "fingerprint": "f1d1db7e3955d0ae87244a6b97b6c0f665bc0f6e7f5b1146c8537e97dee9124a", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "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": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 84, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 4, "comment_chain_links_commit": 10, "comment_chain_touches_file": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 43, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "pr_file": 4, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#59", "issue_number": "59", "quality_tiers": {"high_confidence": 4, "assumption_check": 6, "weak_supervision": 2}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-78f8bbabe9cebb70", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 14, "source_or_other": 14}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#59\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#59\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#59\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 59\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 84\nNode types: {'link_quality': 12, 'commit': 6, 'alignment': 6, 'pr_file': 4, 'comment_chain': 4, 'comment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 16, 'chain_has_link_quality': 12, 'comment_chain_links_commit': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_touches_file': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'ambiguous_needs_more_evidence': 5, 'verification_or_tests': 4, 'comment_has_related_commit_context': 3, 'human_feedback_general': 2, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 4, 'weak_supervision': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-c91f9e3a52127ae0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357496, "scanner": "foundry_dataset", "fingerprint": "b6a9c57c52b245950c82a70a09b23f3acd21998778672282b0c294758651e24d", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["source_or_other", "claimed_resolved_unverified", "docs_or_claims", "human_reported_issue_then_fix_attempt", "bug_fix", "verification_or_tests", "blueprint_human_gap_alignment", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "partial blueprint fit", "issue_or_pull_request_thread", "human_feedback_general", "runtime_failure", "api_integration_gap", "generated_provenance", "docs_or_chore", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "weak blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 10, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 228, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 4, "thread_touches_file": 100, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 5, "comment_chain_links_commit": 13, "comment_chain_touches_file": 60, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 138, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 4, "pr_file": 100, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#58", "issue_number": "58", "quality_tiers": {"high_confidence": 5, "assumption_check": 3, "weak_supervision": 2}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c643b0325fba9178", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 24, "source_or_other": 776}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#58\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#58\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#58\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 58\nGraph consistency label: supported_by_verification_signal\nNodes: 138\nEdges: 228\nNode types: {'pr_file': 100, 'link_quality': 10, 'commit': 8, 'comment_chain': 5, 'comment': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 100, 'comment_chain_touches_file': 60, 'comment_chain_links_commit': 13, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 10, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_comment': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 97, 'claimed_resolved_unverified': 5, 'docs_or_claims': 3, 'human_reported_issue_then_fix_attempt': 3, 'bug_fix': 3, 'verification_or_tests': 3, 'blueprint_human_gap_alignment': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'runtime_failure': 1, 'api_integration_gap': 1, 'generated_provenance': 1, 'docs_or_chore': 1}\nOutcomes: {'claimed_resolved_unverified': 10, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 3, 'weak_supervision': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-cdef38ee8401aed0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357495, "scanner": "foundry_dataset", "fingerprint": "3acd1d0765c9f68a55a80511449b1d885513a8ee0a33713d8097dad8d0a5ec8f", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "docs_or_chore": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 5, "weak blueprint fit": 1, "api_integration_gap": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 1, "human_feedback_general": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 89, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 7, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 4, "comment_chain_links_commit": 9, "comment_chain_touches_file": 28, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 40, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "pr_file": 7, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#57", "issue_number": "57", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2bc40330ca03aa49", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 14, "source_or_other": 35}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#57\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#57\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#57\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 57\nGraph consistency label: supported_by_high_confidence_link\nNodes: 40\nEdges: 89\nNode types: {'link_quality': 9, 'pr_file': 7, 'commit': 6, 'comment_chain': 4, 'comment': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 28, 'comment_chain_links_commit': 9, 'chain_has_link_quality': 9, 'thread_touches_file': 7, 'issue_chain_touches_file': 7, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'thread_has_comment': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 5, 'ambiguous_needs_more_evidence': 5, 'bug_fix': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_feedback_general': 1, 'positive_human_signal': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'docs_or_chore': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-61b5b33f3a1e9da9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357494, "scanner": "foundry_dataset", "fingerprint": "f6cc38b235284aa0ccf8251998222494308b529facb2b7f6fb9f2007eedd75ba", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"docs_or_chore": 1, "commit_general": 1, "docs_or_claims": 3, "source_or_other": 9, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 3, "agent_instruction_gap": 1, "partial blueprint fit": 2, "human_feedback_general": 2, "self_attested_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"self_attested_unverified": 2, "ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 118, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 12, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 4, "comment_chain_links_commit": 8, "comment_chain_touches_file": 48, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 44, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "pr_file": 12, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#56", "issue_number": "56", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-633af44cf189c281", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 21, "source_or_other": 63}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#56\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#56\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#56\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 56\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 118\nNode types: {'pr_file': 12, 'link_quality': 9, 'commit': 5, 'comment_chain': 4, 'comment': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 48, 'thread_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 9, 'comment_chain_links_commit': 8, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'thread_has_comment': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 9, 'ambiguous_needs_more_evidence': 5, 'docs_or_claims': 3, 'generated_provenance': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'self_attested_or_generated_fix_unverified': 1, 'commit_general': 1, 'docs_or_chore': 1, 'self_attested_unverified': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'self_attested_unverified': 2}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-fe90b34833d9ae74", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357493, "scanner": "foundry_dataset", "fingerprint": "252e5f13a746a38c92d236f43185ac52c51e4417babaf7ac638bd3cacbf4dd6c", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "docs_or_chore": 1, "docs_or_claims": 9, "source_or_other": 55, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 3, "agent_instruction_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "human_feedback_general": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 5, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 210, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 5, "thread_touches_file": 64, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 6, "comment_chain_links_commit": 14, "comment_chain_touches_file": 72, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 104, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 5, "pr_file": 64, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#55", "issue_number": "55", "quality_tiers": {"high_confidence": 4, "assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-85ae0e889858e85f", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 81, "source_or_other": 495}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#55\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#55\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#55\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 55\nGraph consistency label: supported_by_high_confidence_link\nNodes: 104\nEdges: 210\nNode types: {'pr_file': 64, 'link_quality': 11, 'commit': 7, 'comment_chain': 6, 'comment': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 72, 'thread_touches_file': 64, 'comment_chain_links_commit': 14, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 11, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'thread_has_comment': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 55, 'docs_or_claims': 9, 'ambiguous_needs_more_evidence': 7, 'comment_has_related_commit_context': 5, 'human_feedback_general': 4, 'generated_provenance': 3, 'blueprint_human_gap_alignment': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'bug_fix': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'claimed_resolved_unverified': 2}\nQuality tiers: {'high_confidence': 4, 'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-17f8c7a62503d33f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357492, "scanner": "foundry_dataset", "fingerprint": "e59fab3fe6d8751946138c60f5f6cb4f4d680c534ee3c0eb9f66bf0d861c2f6f", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_or_backend": 3, "docs_or_claims": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 3, "agent_instruction_gap": 1, "partial blueprint fit": 2, "human_feedback_general": 2, "self_attested_unverified": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"self_attested_unverified": 2, "claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 69, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 4, "comment_chain_links_commit": 7, "comment_chain_touches_file": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 3, "pr_file": 4, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#52", "issue_number": "52", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f6315fa1908fcd84", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 21, "docs_or_claims": 7}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#52\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#52\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#52\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 52\nGraph consistency label: supported_by_high_confidence_link\nNodes: 35\nEdges: 69\nNode types: {'link_quality': 9, 'pr_file': 4, 'comment_chain': 4, 'commit': 4, 'comment': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 16, 'chain_has_link_quality': 9, 'comment_chain_links_commit': 7, 'thread_touches_file': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'api_or_backend': 3, 'generated_provenance': 3, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1, 'self_attested_or_generated_fix_unverified': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_unverified': 2, 'self_attested_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-07e1f4400a16cca2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357491, "scanner": "foundry_dataset", "fingerprint": "7b594194784e1c25c25f01738ed21bd5d29b4625b8eaeb59846c8ad5469a8158", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 2, "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": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 38, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#50", "issue_number": "50", "quality_tiers": {"high_confidence": 5, "assumption_check": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8b383ec6d59b428b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#50\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#50\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#50\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 50\nGraph consistency label: supported_by_verification_signal\nNodes: 38\nEdges: 57\nNode types: {'link_quality': 11, 'commit': 8, 'alignment': 6, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 12, 'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'bug_fix': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 5}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-4a03b680a2621208", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357490, "scanner": "foundry_dataset", "fingerprint": "6d9cc89407954a9096a9e65dd5ee0c9cfd42df7608fe82dc82499699fc45435f", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 8, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 29, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#5", "issue_number": "5", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a9203b345126b561", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#5\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#5\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#5\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 5\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'commit': 8, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 8, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-221583c0766cf712", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357489, "scanner": "foundry_dataset", "fingerprint": "da157acd9ef9a54f35afdf0a2232195b1a5fa6ca41c99e2b1193cfcea6ead029", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "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": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 46, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 31, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#49", "issue_number": "49", "quality_tiers": {"high_confidence": 4, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-eec5d8466d8bed6a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#49\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#49\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#49\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 49\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 46\nNode types: {'link_quality': 8, 'commit': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 13, 'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'bug_fix': 3, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-302b97510ecf9e48", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357488, "scanner": "foundry_dataset", "fingerprint": "e3833721179fe3ac5e9dad79dd069576d17e88d974a84e78aea012500ef6cf91", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"docs_or_claims": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 7, "human_feedback_general": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 55, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 11, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "pr_file": 1, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#48", "issue_number": "48", "quality_tiers": {"high_confidence": 5, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-33c42dfa5e7c47b9", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 7}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#48\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#48\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#48\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 48\nGraph consistency label: supported_by_high_confidence_link\nNodes: 35\nEdges: 55\nNode types: {'link_quality': 9, 'commit': 7, 'comment_chain': 4, 'comment': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'chain_has_link_quality': 9, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'comment_chain_touches_file': 4, 'issue_chain_has_comment_chain': 4, 'thread_has_comment': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'human_feedback_general': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'docs_or_claims': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9ca2823294cabbc2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357487, "scanner": "foundry_dataset", "fingerprint": "e2f5598db4979315f2ae4e237497a5e84a489fa7540a7174ab7e20573ebf8760", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 6, "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": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#43", "issue_number": "43", "quality_tiers": {"unresolved": 2, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a7819254c85e020a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#43\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 43\nGraph consistency label: weak_supervision_needs_review\nNodes: 35\nEdges: 50\nNode types: {'link_quality': 11, 'alignment': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 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: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-1f2f6774a2dc367e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357486, "scanner": "foundry_dataset", "fingerprint": "b36ccedb337cd8f3f9146e857209ea3fafa954986d8fffe858f803b7846eb877", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#42", "issue_number": "42", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c3959c06e1344133", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#42\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 42\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 33\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-370cd474664fc91a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357485, "scanner": "foundry_dataset", "fingerprint": "117e530b6844a64f8f201ac6f2fcbc3862c34d4d714e7f2450ce8351cb663091", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 4, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 59, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 39, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#40", "issue_number": "40", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-542c4c72e97779bc", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#40\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#40\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#40\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 40\nGraph consistency label: weak_supervision_needs_review\nNodes: 39\nEdges: 59\nNode types: {'link_quality': 10, 'commit': 9, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 16, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 4, 'comment_has_related_commit_context': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-17652a5af150b30d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357484, "scanner": "foundry_dataset", "fingerprint": "e596238043b702735374ad929c3a9d7ffe380d45906463cdc09c9162d29eb670", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"feature": 1, "test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "test_gap_without_verification_commit": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#39", "issue_number": "39", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-170ba8cbe23e404f", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#39\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#39\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#39\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 39\nGraph consistency label: supported_by_high_confidence_link\nNodes: 26\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'feature': 1, 'test_gap_without_verification_commit': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-69d0c79073693ce4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357483, "scanner": "foundry_dataset", "fingerprint": "bc9bede203ee4e254c034f0859a640359ed520b0b3899bbe727f310391813127", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "security_auth_secret": 1, "partial blueprint fit": 2, "verification_or_tests": 11, "human_feedback_general": 3, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#38", "issue_number": "38", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5432d1b29ba7e020", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#38\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 57\nNode types: {'commit': 11, 'link_quality': 10, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-42f75f48825cabb7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357482, "scanner": "foundry_dataset", "fingerprint": "a97d6d90bf468ebaf2c53cbdb0a8ec79e667fd3f918778c7699ed44b1fa33687", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 10, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#36", "issue_number": "36", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0374bfe69fff94fc", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#36\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#36\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#36\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 36\nGraph consistency label: weak_supervision_needs_review\nNodes: 31\nEdges: 38\nNode types: {'commit': 10, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-553aa9e1f0c97473", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357481, "scanner": "foundry_dataset", "fingerprint": "5d4c472d5e2ad1363a3020ddefca4e6ddf0b0048624f87b86df1eeea0f7639b3", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 2, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 11, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#34", "issue_number": "34", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0a3e7204274a6fa2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#34\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 34\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 64\nNode types: {'link_quality': 12, 'commit': 11, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'positive_human_signal': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 5, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-d7008aa4772aebf4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357480, "scanner": "foundry_dataset", "fingerprint": "eb01b675c2cfed8a01e3722199e3fbd90d588756d5a39c540644fc69f0b5cd10", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 9, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 48, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#30", "issue_number": "30", "quality_tiers": {"assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-55ec1308550934b5", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#30\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#30\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#30\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 30\nGraph consistency label: weak_supervision_needs_review\nNodes: 33\nEdges: 48\nNode types: {'commit': 9, 'link_quality': 8, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-d66bcd3ed3a0a642", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357479, "scanner": "foundry_dataset", "fingerprint": "2dc70025d9a3fcdbfc470dbf457ea685ed4b4700570e9e406cb0ea6ecc72713d", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 51, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#29", "issue_number": "29", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0b52d36bbcbfb131", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#29\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#29\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#29\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 29\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 51\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 13, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'human_feedback_general': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-713759d86af66999", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357478, "scanner": "foundry_dataset", "fingerprint": "7a95c82d5644ffe1a874fa6180cfd72016f3a4ad6bf5852384a2501b68ab75d3", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#28", "issue_number": "28", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-46ad0be5b4f0f8cb", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#28\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#28\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#28\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 28\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 52\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-d2a56ef2541fd34a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357477, "scanner": "foundry_dataset", "fingerprint": "03f1a68931e05258978e2984eede9a3dff51e7ad6fd16f0569e4195d91bef12e", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#27", "issue_number": "27", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d9fd101b7d20b8fa", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#27\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#27\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#27\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 27\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 52\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'human_feedback_general': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-6641ffc1ba024c49", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357476, "scanner": "foundry_dataset", "fingerprint": "1ff3cb91d3e495cba31f4c1b42ee830418bfa11b7d92706e98235022445e6679", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 2, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 12, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 45, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#26", "issue_number": "26", "quality_tiers": {"assumption_check": 6, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ff23200c41fc4861", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#26\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#26\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#26\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 26\nGraph consistency label: weak_supervision_needs_review\nNodes: 45\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 12, 'ambiguous_needs_more_evidence': 6, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 4, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 6}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-d75f9c67a54ee526", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357475, "scanner": "foundry_dataset", "fingerprint": "3902c05675a511aa2ac63faad55455a440d092900952a9b46027c27bb2743871", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 10, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 37, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#25", "issue_number": "25", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-15bfccac8e7c5151", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#25\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#25\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#25\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 25\nGraph consistency label: weak_supervision_needs_review\nNodes: 37\nEdges: 52\nNode types: {'commit': 10, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'ui_workflow_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-a64e62e3146aba54", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357474, "scanner": "foundry_dataset", "fingerprint": "b5c1bc77281451fe09430537897af86cfe8d3fe9ccc46e847705b10ab537f5f5", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 2, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 7, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 56, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 37, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#24", "issue_number": "24", "quality_tiers": {"assumption_check": 6, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-45fe9d21ad063947", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#24\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#24\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#24\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 24\nGraph consistency label: weak_supervision_needs_review\nNodes: 37\nEdges: 56\nNode types: {'link_quality': 11, 'commit': 7, 'alignment': 6, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'verification_or_tests': 7, 'blueprint_human_gap_alignment': 6, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 5}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-29b37d96fb16838f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357473, "scanner": "foundry_dataset", "fingerprint": "4bc944c12371f04845e21d01c2cdd597c1a1e90f8579bc454f352c161aeec0f5", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 10, "human_feedback_general": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 8, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 6, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 16}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 66, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#21", "issue_number": "21", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-300defe8a3331b75", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#21\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#21\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#21\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 21\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 66\nNode types: {'link_quality': 11, 'commit': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 18, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 8, 'comment_has_related_commit_context': 6, 'human_feedback_general': 5, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 16}\nQuality tiers: {'weak_supervision': 5, 'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-82093df61be81968", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357472, "scanner": "foundry_dataset", "fingerprint": "8edfc20e2115d5a3ce3bf3a8655d38401509b68c4b2d1758f8d52ffcccb8f8c8", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#20", "issue_number": "20", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f4e8a820da652551", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#20\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 20\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-62ae7c91c02bf21d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357471, "scanner": "foundry_dataset", "fingerprint": "8485c6b31a11aaf458a96cd1eef57380885c6bfc44583d2f63b078342c615a99", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#19", "issue_number": "19", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-547f3c32ac4e03bf", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#19\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#19\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#19\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 19\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-c3655561641bafe8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357470, "scanner": "foundry_dataset", "fingerprint": "e40adde0c6290b87f47df36bf679b3c504c0a2647db91c1c41e0d89b38c9b802", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 3, "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": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#18", "issue_number": "18", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-013352c2c86af97d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#18\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#18\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#18\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 18\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-491c81926bbe0916", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357469, "scanner": "foundry_dataset", "fingerprint": "9a6c968ef70d607779b6d161e9cdbbed79f173aeb4f4538e94512c92848db4cd", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_positive_or_acceptance_signal": 3, "positive_feedback_with_related_change": 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": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "human_positive_or_acceptance_signal": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#13", "issue_number": "13", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 2}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8dbf5a70f6545fd1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#13\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#13\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#13\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 13\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 43\nNode types: {'link_quality': 8, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'human_positive_or_acceptance_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'positive_feedback_with_related_change': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'weak blueprint fit': 1}\nOutcomes: {'human_positive_or_acceptance_signal': 6, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-70c67ba0335f2e6e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357468, "scanner": "foundry_dataset", "fingerprint": "8d3159c8f7c26189e096457527e94dc55a8e02e9650cc19ab379738c760be845", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "commit_general": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#12", "issue_number": "12", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1234e58f6349859a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#12\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#12\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#12\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 12\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-8aa7646dd107270d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357467, "scanner": "foundry_dataset", "fingerprint": "7d379cf3ed1aa51e8594a5fa13b6f02bdf4541702b890756ab62e20efedc0a4c", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "commit_general": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#10", "issue_number": "10", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ac805f45a1e38504", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#10\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#10\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#10\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 10\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b119c0f94a2eef52", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 357466, "scanner": "foundry_dataset", "fingerprint": "81517223c2a230f79e2a938c74579e342e9110e504b1ccc6ace7e3445974990f", "category": "tech_debt", "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 aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#1", "issue_number": "1", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6cc5dbb18b077476", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#1\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#1\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#1\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 1\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-03bd7991734525ad", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313934, "scanner": "foundry_dataset", "fingerprint": "138657c4f094aec81fe0ef6511920ce97cc66ed7b3633e6451273d2bb0f9fd91", "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": "yeh0211/Yeh-Capital-Public#71", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "source_or_other"], "issue_number": "71", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0d14bdf0b5450591", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 4}, "linked_commit_count": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#71\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#71\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 5\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9d2d98ab3927726c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/71\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/71\\nTitle: Study 22: Part II \u2014 debt issuance doesn't time the top either (the NVIDIA $25bn test)\\nBody:\\nExtends Study 22 (equity issuance as a market-top signal) to **debt** issuance, prompted by NVIDIA's June-2026 $25bn bond \u2014 its first in five years, ~3.4x oversubscribed \u2014 and the broader hyperscaler borrowing wave ($121bn in 2025, ~$159bn through early June 2026).\\n\\nRun through the **identical engine** as Part I (point-in-time detrended-percentile signal, non-overlapping-annual headline, moving-block bootstrap, momentum partial, full robustness battery) on EDGAR `424B2`/`424B5` \\\"senior notes\\\" counts, 2001\u20132026.\\n\\n## Findings\\n- **5 \u2014 Debt issuance doesn't time the top either.** 0/4 primary annual tests significant; the in-sample tilt is crisis-bound and collapses OOS (\u221221.6% \u2192 \u22123.0%, sign-flips); HAC ns; tradeable strategy fails deflated Sharpe (0.84). The one \\\"significant\\\" secondary cell (424B5\u00b7QQQ) is noise \u2014 fails HAC (p=0.56), sub-period sign-flip, the 4 indices \u2248 1 factor, 1/12 = chance.\\n- **6\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-21c50c30c4767ae1\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/71#pullrequestreview-4510628346\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #71 Study 22: Part II \u2014 debt issuance doesn't time the top either (the NVIDIA $25bn test)\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/71#pullrequestreview-4510628346\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere ar\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-329b0d9b0ec3706d", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313933, "scanner": "foundry_dataset", "fingerprint": "54b94fcb384169a69b453ca1dccf0613e4151537e6ecda39baa76e4206dda454", "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": "yeh0211/Yeh-Capital-Public#70", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "source_or_other"], "issue_number": "70", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-538f8d3f72fb9865", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 1}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#70\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#70\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-90d9a3ebf1d366e1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/70\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/70\\nTitle: Study 30: complete the fundamentals + audited OpenAI financials\\nBody:\\nCompletes study 30's value-chain fundamentals using terminal data + the audited OpenAI figures you flagged.\\n\\n**Filled the tables:** ~150 previously-blank leverage / FCF / gross-margin cells across all nine layers \u2014 including the hyperscaler and software rows that were still dashed \u2014 plus the micro-caps AAOI and APLD. Only the two foreign-filed micro-caps (Nova, Silicon Motion) stay blank, noted inline.\\n\\n**Added the demand node with audited numbers.** OpenAI's 2025 financials (Ed Zitron, independently verified by the FT) now anchor the centre of the circle: **$13.07B revenue vs $34B costs \u2192 \u2212$20.9B operating / \u2212$38.5B net loss** (8x the 2024 loss), ~43% serving gross margin, ~$50B assets (~half cash), **$17.2B paid to Microsoft**. It's the clearest single argument that the trigger is *financing, not demand* \u2014 the anchor tenant loses roughly three dollars for every two it books and is itself bankrolled.\\n\\n**Data-quality \"\n  },\n  {\n    \"id\": \"github-pr-review-submission-1dfd4b52b0b020ed\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/70#pullrequestreview-4510614118\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #70 Study 30: complete the fundamentals + audited OpenAI financials\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/70#pullrequestreview-4510614118\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere are some automated review su\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-1be9fc435ebc87c9", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313932, "scanner": "foundry_dataset", "fingerprint": "ab3c7a9831111afd06b56299b1569d97becb27a869ab7c5bdd1fbe5c03ebbe33", "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": "yeh0211/Yeh-Capital-Public#69", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "source_or_other"], "issue_number": "69", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-49126b6d3b240abb", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 1}, "linked_commit_count": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#69\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#69\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4ea8eece8e21e116\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/69\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/69\\nTitle: Study 30: Pilot C \u2014 full-chain swarm re-run validates the spine (10/12)\\nBody:\\nFolds the fresh MiroFish re-run (the test you asked for on the rebuilt 9-layer study) into the 'how much to trust this' section.\\n\\nI re-ran the engine seeded with all nine value-chain layers and their financials, but \u2014 same discipline as the first backtest \u2014 with the break order and verdict stripped, and graded it blind. **10/16 median, 10/12 contamination-adjusted.**\\n\\n- **Reproduced the spine on its own:** financing-refusal trigger (picked over demand-collapse), neoclouds break first, cash-rich core survives, 2028 H1.\\n- **Added a genuine reframing:** the binding constraint migrates from chip-scarcity to *capital*-scarcity; financiers become the new bottleneck layer.\\n- **Showed the ceiling:** got the poles right, collapsed the middle \u2014 ranked ~3 buckets not 9, never answered the subsidy path, and missed the single most discriminating call the seed handed it: Oracle as the levered break *inside* the cash-rich hy\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-85265c705a4d901b\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/69#pullrequestreview-4507273150\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #69 Study 30: Pilot C \u2014 full-chain swarm re-run validates the spine (10/12)\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/69#pullrequestreview-4507273150\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere are some automated r\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-0d176d2364a7b3f9", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313931, "scanner": "foundry_dataset", "fingerprint": "55186d115c7c04cc39f6611c24c266b1b6a93cedaa836cb1343acdb5d1185a80", "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": "yeh0211/Yeh-Capital-Public#68", "human_labels": ["agent_instruction_gap", "api_integration_gap", "api_or_backend"], "issue_number": "68", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.812, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-9d9f2c981d0f33a6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"api_or_backend": 1}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#68\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#68\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'api_or_backend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-086e70648e093f76\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/68\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/68\\nTitle: Study 27: refresh Oracle/CoreWeave fragility figures (current terminal data)\\nBody:\\nPost-publication data refresh of study 27's **public-company** fragility figures, using terminal-grade balance sheets (latest annual, internal market-data warehouse). This is the legitimately-fillable part of the 'fill the blanks' pass \u2014 the private-lab estimates and bucketed SPLC figures are left alone (see below).\\n\\n**Refreshed:**\\n- **CoreWeave** hardened with its balance sheet: 93% liabilities/assets, \u2212$9.1B free cash flow, ~$22B debt on ~$5B revenue \u2014 added alongside the existing $4.2B 2026 refi wall, 62\u201371% single-customer concentration, and \u221250\u201370% trailing-edge rental figures.\\n- **Oracle** FCF updated **\u2212$23.7B \u2192 \u2212$35.1B** (84% liabilities/assets, ~$130B debt; FY ending May 2026), flagged inline as *deepened from the first-publication figure as the build accelerated*. The two analog-mapping mentions updated to match for internal consistency.\\n\\n**Deliberately NOT changed (structurally unfillable):** t\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-28f0a128eff95cbe\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/68#pullrequestreview-4506470607\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #68 Study 27: refresh Oracle/CoreWeave fragility figures (current terminal data)\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/68#pullrequestreview-4506470607\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere are some automated review suggestions\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-76119be6cbf2fae7", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313930, "scanner": "foundry_dataset", "fingerprint": "d4f958bced45c3065d9bf9639924b5782b2d0556b466ed98052b14bbfadfdb06", "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": "yeh0211/Yeh-Capital-Public#65", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "source_or_other"], "issue_number": "65", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3667bb23d2f58770", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 3}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#65\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#65\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 5\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3f39e08083b4607e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/65\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/65\\nTitle: Study 30: end-to-end value chain (layer by layer), Computex removed\\nBody:\\nOptimizes study 30 per the brief: remove the off-topic Computex section, and rebuild who-breaks/survives as the full **end-to-end value chain, layer by layer**, grounded in the value-chain graph + Obsidian master map, with terminal financials, the Bloomberg analyst consensus, and earnings-call management views.\\n\\n**Removed:** the Computex section + figure (off-topic to the circle-break thesis; the on-topic watch-instruction \u2014 rental tape / refinancing calendar \u2014 already lives in the priced-in section).\\n\\n**Rebuilt 'who breaks, who survives' \u2192 9 flow-ordered layers** (validated against our internal 28-layer graph and the Obsidian master value-chain map of 223 companies / 24 layers): materials & equipment \u2192 foundry/packaging/test \u2192 memory \u2192 fabless compute \u2192 networking & optical \u2192 power/grid/cooling \u2192 neoclouds \u2192 hyperscalers & labs \u2192 software. Each layer carries:\\n- **terminal financials** (leverage, FCF, gross margin\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-6e2eaae82a9b8187\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/65#pullrequestreview-4501649631\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #65 Study 30: end-to-end value chain (layer by layer), Computex removed\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/65#pullrequestreview-4501649631\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere are some automated review\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-78dd16de799545c9", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313929, "scanner": "foundry_dataset", "fingerprint": "c4b27aa5ca9745cc8b3ba66794dcf7fcff85adac97c413eb251e0c77db749099", "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": "yeh0211/Yeh-Capital-Public#64", "human_labels": ["api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other"], "issue_number": "64", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-481e8ae0d931f862", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 9, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 7}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#64\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#64\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 9\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 7}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-64e31101177801ab\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/64\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/64\\nTitle: Study 28: when Monday opens +2%, what happens the rest of the week\\nBody:\\nNew public study, numbered 28 (reclaims the gap left when former 28/29 were folded into study 24).\\n\\n**Question.** When a market opens a Monday +2% or more vs the prior close, does it predict the rest of the week \u2014 continuation, reversal, or nothing?\\n\\n**Finding: not a follow-through signal, in any market.**\\n- Single stocks (67,808 Monday gaps, 5,708 names, survivorship-aware incl. delisted): rest-of-week is a coin flip, statistically identical to an ordinary Monday (forward %-positive 48.7/50.3/51.1 vs 48.8/50.1/50.8). 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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": "yeh0211/Yeh-Capital-Public#63", "human_labels": ["api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other"], "issue_number": "63", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fefc902272a55b99", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 9, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 7}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#63\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#63\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 9\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 7}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-346da8f0a7e41b30\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/63\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/63\\nTitle: Study 31: when Monday opens +2%, what happens the rest of the week\\nBody:\\nNew public study (next free number after 30; 28/29 remain retired\u2192folded into study 24).\\n\\n**Question.** When a market opens a Monday +2% or more vs the prior close, does it predict the rest of the week \u2014 continuation, reversal, or nothing?\\n\\n**Finding: not a follow-through signal, in any market.**\\n- Single stocks (67,808 Monday gaps, 5,708 names, survivorship-aware incl. delisted): rest-of-week is a coin flip, statistically identical to an ordinary Monday (forward %-positive 48.7/50.3/51.1 vs 48.8/50.1/50.8). De-drifted stock-specific excess \u2248 0 \u2014 the stock rides the market it gapped with.\\n- Indices/ETFs (1,060 gaps; deep history lifts the S&P proxy from 4 qualifying Mondays to 21): only a fragile Tuesday give-back that lives in 2008/2020 and fails crisis-removal, one-obs-per-date, and multiplicity tests.\\n- \\\"Monday\\\" is not special vs other weekdays \u2014 in direction or, over an equal horizon, range (the \\\"wider Mon\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-db39782457cabccb\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/63#pullrequestreview-4501614036\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #63 Study 31: when Monday opens +2%, what happens the rest of the week\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/63#pullrequestreview-4501614036\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHe\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-b32aaabc91469d85", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313927, "scanner": "foundry_dataset", "fingerprint": "b9c5b6f781d85c469660d4deb8d4a272b2163bab1d43bb3fd4b8c78c8faf4156", "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": "yeh0211/Yeh-Capital-Public#62", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "source_or_other"], "issue_number": "62", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-d600bac4954f7584", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 1}, "linked_commit_count": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#62\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#62\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-92f930ef3eb8bdb6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/62\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/62\\nTitle: Study 24 dossier: line-by-line audit corrections (day-1 pop median + 5 consistency items)\\nBody:\\nFollow-up to the fact-check: a **17-agent line-by-line audit** recomputed every number in the dossier from its own data files and adversarially re-verified each discrepancy. Result: the study's conclusions all hold; one real arithmetic slip and five figure-consistency items, now fixed.\\n\\n## The one that mattered (you were right)\\n**Day-one pop 'median of the ten' was stated ~+27% \u2014 it's actually +33.6% (~+34%).** The ten mega-IPO day-1 pops are -7.6 / 0 / 0.6 / 24.7 / 29.1 / 38.1 / 44.0 / 85.8 / 111.6 / 112.8; the median (avg of 29.1 and 38.1) is 33.6%. The 27% looks contaminated from the unrelated 'GME at 27% of peak' figure elsewhere. The surrounding point is unchanged \u2014 SpaceX's +19.2% is below the median (more so against 34% than 27%).\\n\\n## Consistency items (none changes a conclusion)\\n- **FAANG ceiling**: prose said '~5x the largest company ever' in 4 places; the study's own table and ch5_r\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-c8e763d6709f464f\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/62#pullrequestreview-4498347233\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: yeh0211/Yeh-Capital-Public\\nPull request: #62 Study 24 dossier: line-by-line audit corrections (day-1 pop median + 5 consistency items)\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/62#pullrequestreview-4498347233\\nBody:\\n\\n### \ud83d\udca1 Codex Review\\n\\nHere are\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-b9a435c50d276a08", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313926, "scanner": "foundry_dataset", "fingerprint": "92402e8eb48c4bf5c9c00a8a889e45f1a4e7bed4a91eb6519aa836f7294ab733", "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": "yeh0211/Yeh-Capital-Public#60", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other"], "issue_number": "60", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f8f13e8cf1241d9e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 1}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#60\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#60\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 3, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 3}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b87be9ead4fa5fb4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/60\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/60\\nTitle: Study 24 dossier: fact-check corrections (Musk voting 82.4%, GME SI 122.97%)\\nBody:\\nApplies the two corrections surfaced by an independent multi-source verification pass over the SpaceX dossier (111-agent deep-research fact-check; overall rating: **HIGH reliability**).\\n\\n## Corrected (both confirmed against primary sources)\\n- **Elon Musk post-IPO voting power: ~84% -> 82.4%** per SpaceX's final **424B4** pricing prospectus (82.3% if the over-allotment is exercised). The ~84% was a stale interim S-1/A figure; the 424B4 is the operative number tied to the $135 price. Verified verbatim in the SEC filing + Motley Fool/Yahoo/NBC. Fixed in the answer table, the Part I finding, the control table (Musk + all-officers row restated), the synthesis, and meta.json.\\n- **GameStop Jan 2021 short interest: ~140% -> 122.97% of float** per the **SEC's December 2021 staff report** (the primary regulatory source). The ~140% was the contemporaneous data-provider figure; it's now framed as such rather than att\"\n  },\n  {\n    \"id\": \"github-feedback-comment-14949db4848f94f4\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/60#discussion_r3413908877\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/60#discussion_r3413908877\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Update the reproducibl\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-127cabc8b2e09c81", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313925, "scanner": "foundry_dataset", "fingerprint": "3c8ab437fbc2621d020318c371c3c12ccfda5d45e15ab6e9318141b501b51fd7", "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": "yeh0211/Yeh-Capital-Public#59", "human_labels": ["api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other", "test_ci_gap"], "issue_number": "59", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-dda5a61b61bc07ac", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 2}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#59\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#59\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 2, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9b3156fb7c0df52d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/59\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/59\\nTitle: Study 30: connect the dots \u2014 names, financials, news cross-check, research positioning\\nBody:\\nDeepens study 30 with the named, financially-backed layer (the 'connect all the dots' pass).\\n\\n**Table 1 \u2014 Computex calendar \u00d7 our news.** The accelerator cadence (AMD MI325X\u2192MI350\u2192MI400, Nvidia Blackwell\u2192GB300\u2192Rubin) with ship quarters, cross-checked against our own 230-note Computex/news corpus \u2014 which independently surfaces the break mechanism (a 'GPU depreciation could be the next crisis' thread, a ~30% one-weekend B200 rental drop, CoreWeave's widening losses, Oracle's \u221210.5% on financing concerns, even Burry's short-AI thesis).\\n\\n**Table 2 \u2014 who breaks / who survives, with names + financials** (from filings + market data, internal warehouse): leverage (liab/assets), FCF, gross margin, drawdown-from-ATH, and a per-name research call.\\n\\n**The dots connect:** the most-levered, negative-FCF names are already the most drawn-down \u2014 CRWV (93% liab/assets, $21B debt, \u22127.2B FCF, **\u221240%** from ATH), ORCL (88%, \u2212\"\n  },\n  {\n    \"id\": \"github-feedback-comment-3f2756ea0a285416\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/59#discussion_r3408116963\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/59#discussion_r3408116963\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Replace Oracle's non-FCF figure**\\n\\nOr\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-25221f71459a7d4b", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": 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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": "yeh0211/Yeh-Capital-Public#58", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "runtime_failure", "source_or_other"], "issue_number": "58", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-003ff24effac8bc5", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 100, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 3, "source_or_other": 97}, "linked_commit_count": 13, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#58\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#58\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 5\nLinked commit count: 13\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 100\nLabels: {'agent_instruction_gap': 2, 'human_feedback_general': 1, 'runtime_failure': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 4, 'neutral': 1}\nChanged file labels: {'docs_or_claims': 3, 'source_or_other': 97}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9383663aeef57202\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/58\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/58\\nTitle: Consolidate the three SpaceX studies into one dossier (24+28+29 -> 24)\\nBody:\\nMerges the three separate SpaceX studies into a single comprehensive dossier at **24-spacex-dossier**, per the call that three SpaceX studies scattered in the index should be one.\\n\\n## What changed\\n- **24** retitled to *'SpaceX: the complete case (quality, mania risk, liquidity, and the decade ahead)'* with a unifying question, a combined four-lens answer table up front, and a closing synthesis.\\n- **Study 28** (TRUMP-coin / GameStop mania analog) folded in as **Part II**.\\n- **Study 29** (liquidity + value chain + swarm + FAANG ceiling) folded in as **Part III**.\\n- All 18 figures, data, scripts, the swarm validation/ and sim_seeds/ moved into the dossier folder; nothing lost. Collisions handled (pull_data.py -> _mania/_liquidity; shared index CSVs deduped).\\n- Folders 28 and 29 removed; numbers 28/29 become gaps. Study 15's inbound link and the stale study-30 link fixed; index regenerated (28 rows).\\n\\n## The four l\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e7c9c49274b112e4\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/58#discussion_r3408083400\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/58#discussion_r3408083400\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></s\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6c0ba48abc9a8a8d", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313923, "scanner": "foundry_dataset", "fingerprint": "db8f012e9d73e0ed2c49ad3b4c18a71ad26c31375001cbe9e626c580d8d9ce06", "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": "yeh0211/Yeh-Capital-Public#57", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "positive_human_signal", "source_or_other"], "issue_number": "57", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-999dad0fab066ccb", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 7, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 5}, "linked_commit_count": 9, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#57\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#57\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 9\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 7\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 1, 'positive_human_signal': 1, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 5}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-de147baa1cc74a63\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/57\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/57\\nTitle: Study 29 Finding 5: 'the next FAANG' is arithmetically capped from a $2T base\\nBody:\\nAdds the long-horizon (decade) finding to the merged study 29, answering the bull case directly: people call SpaceX 'the next FAANG,' but that compares SpaceX's *today* price to FAANG's *IPO* price.\\n\\n## The finding\\nFAANG's returns came from IPO'ing tiny \u2014 Netflix $310M, Amazon $438M, Nvidia $626M (WSJ), Microsoft $780M, Apple/Tesla under $2B; median ~$1.2B. Even Facebook's 'grotesquely large' 2012 IPO was $104B. **SpaceX enters at $1,770B** \u2014 ~17x Facebook, ~5,700x Netflix.\\n\\nFrom a $2T base the multiple is capped by how large a company can plausibly become:\\n- Match the **weakest** FAANG (Meta's 14x) -> SpaceX must reach **$25T = ~5x the largest company in history** (Nvidia $5.5T), a third of all US equity.\\n- Match a **typical** FAANG (Tesla 1,000x, Amazon 5,400x) -> a company worth **many times all world equity** ($127T). Arithmetically impossible.\\n- **Realistic ceiling:** a great outcome (3x) just makes\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4ad942a39a47736b\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/57#discussion_r3407982275\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/57#discussion_r3407982275\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</su\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-4da91575e64dda1a", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313922, "scanner": "foundry_dataset", "fingerprint": "aec8d37642460296181bbe83291c1aaf3443778584c9e3c036baa8d03fd9a487", "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": "yeh0211/Yeh-Capital-Public#56", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other"], "issue_number": "56", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-944abe601ec24273", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 12, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 3, "source_or_other": 9}, "linked_commit_count": 8, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#56\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#56\nRepo: yeh0211/Yeh-Capital-Public\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: 12\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 2, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {'docs_or_claims': 3, 'source_or_other': 9}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bef3e70b20b6bf99\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/56\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/56\\nTitle: Study 30 reframe: the LLM players' endgame \u2014 a swarm forecast\\nBody:\\nSupersedes #53/#54. Reframes study 30 from a tool-evaluation (\\\"can a swarm forecast\\\") into the deliverable actually wanted: **MiroFish's forecast for the LLM players when the AI capital circle breaks.**\\n\\n**The forecast is now the headline:**\\n- Circle holds ~18 months, then snaps in **2028 H1 \u2014 from a financing refusal, not a demand collapse** (expansion to 2027 H1 \u2192 tightening 2027 H2 \u2192 break 2028 H1).\\n- **Most \u2192 least exposed:** leveraged neoclouds break first (duration mismatch), then build-to-order hosting, sub-priced tooling, the component chain, the labs (subsidy not solvency \u2014 no single lab named); least exposed are NVDA/hyperscalers/TSMC (multiple compression) and, contrarian, the relay economy (no GPU debt).\\n- **Subsidy ends by re-pricing** (quotas, usage billing), not by demand dying.\\n- **Sharper trigger mechanism** than study 27: next-gen chip \u2192 old-GPU resale collapse \u2192 collateral haircut \u2192 refinancing refuse\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b3a146ea7d7c94b7\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/56#discussion_r3407959177\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/56#discussion_r3407959177\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Do not call the\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-180346da0810565e", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313921, "scanner": "foundry_dataset", "fingerprint": "68b20febd1e9226062fad646c95310459881f9f2f6264f51d7a7905420a8d068", "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": "yeh0211/Yeh-Capital-Public#55", "human_labels": ["agent_instruction_gap", "api_integration_gap", "docs_or_claims", "human_feedback_general", "source_or_other"], "issue_number": "55", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-052b2aff57309d28", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 64, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 9, "source_or_other": 55}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#55\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#55\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 6\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 64\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 4, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 4}\nChanged file labels: {'docs_or_claims': 9, 'source_or_other': 55}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-089822ea7cb5c559\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/55\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/55\\nTitle: Study 29: Is there enough market for SpaceX? Liquidity, the value chain, and a swarm rehearsal\\nBody:\\n## The question\\nDoes the market have the liquidity to absorb the SpaceX listing and the 2026 IPO cohort, do the #2/#3 players and value chain sell off, and where on the lock-up calendar is the share most vulnerable? Combines hard backtests with a multi-agent swarm rehearsal (MiroFish), validated before use.\\n\\n## Findings\\n1. **Peers bleed only when the listing completes the complex's story** (9 leader events): medians near zero, but Coinbase peers -29% listing week, Rivian EV basket -22%, LYFT -26%. SpaceX's space basket front-ran +40% (the Coinbase halo-then-bleed shape) -> next ~60 sessions are the test.\\n2. **Liquidity: yes, the overhang is the catch.** The record $160B 2026 pipeline is the *smallest* relative cash call of the three manias (2.0% of $7.87T money-market cash vs 4.0% in 1999, 3.0% in 2021); the binding constraint is the concentrated lock-up overhang (SPCX ~$840B day-180 sup\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d3d9b4f495a87bc4\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/55#discussion_r3407959296\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/55#discussion_r3407959296\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Convert calendar u\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-f6a270af124839ba", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313920, "scanner": "foundry_dataset", "fingerprint": "4e0c10dea552e2cc6240e8d69968b9a2bb4e6d8154e1e1ae41426c9af5c343d8", "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": "yeh0211/Yeh-Capital-Public#53", "human_labels": ["agent_instruction_gap", "human_feedback_general"], "issue_number": "53", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-bbb0f481def2311a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#53\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#53\nRepo: yeh0211/Yeh-Capital-Public\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: {'agent_instruction_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f604bcb76dd1ce2f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/53\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/53\\nTitle: Study 30: can an agent swarm forecast a capital cycle?\\nBody:\\n## Study 30 \u2014 backtesting a 'predict-the-future' swarm engine\\n\\nA methods study: can an open-source multi-agent simulation engine actually forecast a financial cascade, or just restate its input? Builds on [study 27](27-ai-capital-cycle/), which supplied the live question and the exposure ladder the tool was tested against.\\n\\n**The design (this is the result as much as the score):**\\n- **Pilot A \u2014 control (2001 telecom):** scored 15/16 against the known outcome \u2014 but a line-by-line diff showed the seed already contained the answer. A high score there measures reading comprehension, not foresight. Catching this rebuilt the test.\\n- **Pilot B \u2014 real test (the 2026 AI circle):** stripped study-27's ranking and verdict out of the seed (facts in, conclusions out, trigger posed as an open menu), then graded with a 7-agent panel \u2014 3 blind scorers + a contamination auditor (every claim diffed vs the seed) + a novel-mechanism verifier (gre\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d56ed0e3cea260b8\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/53#discussion_r3407899913\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/53#discussion_r3407899913\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Correct the reversed collateral-haircut direction**\\n\\nWhen old-GPU collateral values fall and lenders reduce the amount th\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-9d487e16d8a3376a", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313919, "scanner": "foundry_dataset", "fingerprint": "39acac8ba4d01ee06b25d2c0b25e065f5c3740c5530347aa1e04973727628ad3", "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": "yeh0211/Yeh-Capital-Public#52", "human_labels": ["agent_instruction_gap", "api_integration_gap", "api_or_backend", "docs_or_claims", "human_feedback_general"], "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c3c72d852cf2f253", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"api_or_backend": 3, "docs_or_claims": 1}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#52\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#52\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 2, 'api_integration_gap': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {'api_or_backend': 3, 'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0f752b5cfd15ccb8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/52\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/52\\nTitle: Study 27: the full blast radius (rings, not a list)\\nBody:\\n## Study 27 part 4: the full blast radius\\n\\nAnswers the follow-up: the seven-name filings matrix is the floor \u2014 the supply-chain graph (Bloomberg SPLC estimates fused with a curated 28-layer spine, cross-checked against the Bloomberg Intelligence entity graph and against filings where disclosed) shows the real surface.\\n\\n- **Ring 1:** 31 companies take >=5% of revenue directly from the circle, across 13 layers \u2014 led by Credo (Amazon = 86% of Q3-FY25 revenue per press/filings, top-3 ~88%), CoreWeave (Microsoft 67%), SK hynix (HBM block), Western Digital, Accton, AAOI, Astera Labs, Ibiden, Fabrinet (NVIDIA 35.1% FY2024, named in the 10-K).\\n- **Ring 2:** suppliers to ring 1 \u2014 WFE (ASML ~1/3, Lam/KLA/AMAT ~1/4, Onto ~4/10), test (Teradyne, FormFactor), IP (Rambus ~1/3), materials (Entegris), plus the deep-upstream single-buyer names: Tokyo Ohka (~1/3 from TSMC, EUV resist), Lasertec (~1/4 from TSMC, EUV-inspection monopoly), Siltronic,\"\n  },\n  {\n    \"id\": \"github-feedback-comment-332b4bb911169f77\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/52#discussion_r3406350241\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/52#discussion_r3406350241\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Update Credo's concent\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-cf9dea9a80f7171d", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313918, "scanner": "foundry_dataset", "fingerprint": "0e0ba75ea2517c4b5e52d6c0ac5bead8df2d5ee40b3895b54fc2ede7f9c0819a", "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": "yeh0211/Yeh-Capital-Public#51", "human_labels": ["security_auth_secret"], "issue_number": "51", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7d93d71a0ceffff7", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#51\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#51\nRepo: yeh0211/Yeh-Capital-Public\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: {'security_auth_secret': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5865fbad3890ff71\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/51\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/51\\nTitle: Study 27 extension: the subsidy ledger\\nBody:\\n## Study 27 extension: the subsidy ledger\\n\\nExtends the published AI-capital-cycle study with the measured subscription-subsidy data from the SemiAnalysis thread of 10 June 2026 (every Anthropic/OpenAI plan purchased and maxed with long-horizon coding agents), and answers the question the original study left implicit: **if the labs keep subsidizing tokens, who is hit hardest when the financing circle breaks?**\\n\\nWhat's new:\\n\\n- **The measured option.** The study's prior trade-press claim (\\\"a $200 Claude Max seat *can draw* $5,000-$8,000\\\") is upgraded to measured data: $8,000 (claude-max-20x, 40x plan price) and $14,000 (chatgpt-pro-20x, 70x). OpenAI subsidizes harder than Anthropic at every tier (35-70x vs 20-40x).\\n- **Break-even utilization math.** Under SemiAnalysis's 75%-API-gross-margin assumption, plans break even at 5.7%-20% average utilization; one worked example shown, cost-basis caveat (Alderson) carried.\\n- **Agents as the utilization pu\"\n  },\n  {\n    \"id\": \"github-feedback-comment-39d6870aa63c99c9\",\n    \"kind\": \"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/51#discussion_r3404700728\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/51#discussion_r3404700728\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Qualify the Copilot subscriber migration claim**\\n\\nThe claim that Microsoft is moving **all** GitHub Copilot subscribers to token billing star\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-76762d11b1d27a10", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313917, "scanner": "foundry_dataset", "fingerprint": "5e27eeca1696ba52e94c15ba91767aba0fe6e270efb6583078bf62e68d4a63d4", "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": "yeh0211/Yeh-Capital-Public#50", "human_labels": ["api_integration_gap", "human_feedback_general", "test_ci_gap"], "issue_number": "50", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8624a6bcbdd6d591", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 12, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#50\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#50\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 12\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 1, 'test_ci_gap': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-afbc8f78bfaa1e0d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/50\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/50\\nTitle: Study 28 extension: GameStop control case, asset-class share angle, study 24 float bridge\\nBody:\\n## What this adds to the merged study 28\\n\\nThree new angles requested after the initial merge:\\n\\n1. **TRUMP as a share of the whole crypto market.** Peak FDV was ~2.0% of the entire crypto asset class (~$75B / ~$3.8T at the mid-January 2025 cycle peak); only 0.4% counting circulating supply.\\n2. **SpaceX at the indicated $170 open as a share of all US equities: 3.1%** (2.45% at the $135 banker price) \u2014 a *larger* class share than TRUMP ever had, while remaining ~100x smaller as a flow shock (6.8% of one day's volume vs 6.5x host baseline). Finding 4 is reworked as a two-level stock-vs-flow test with a redesigned two-panel figure.\\n3. **GameStop as the control case (new Finding 5).** At 0.05% of US equities, even 140%-of-float short interest dented the S&P just -3.31% for nine sessions (de-grossing) before full recovery \u2014 confirming the dose-response logic. But the stock fell 88.3% in 16 sessions on\"\n  },\n  {\n    \"id\": \"github-feedback-comment-0e1153c14056b329\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/50#issuecomment-4692834056\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/50#issuecomment-4692834056\\nTitle: \\nBody:\\nAdded the study 15 cross-check (Finding 6 / test 5): study 15's day-1-close chase trade recomputed on the 10 mega-IPO sample names with from-IPO data. Like-for-like, the one-year m\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-00181c07d0f0c70f", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313916, "scanner": "foundry_dataset", "fingerprint": "76e90d790051b0df5d315d696e4c4c0239e9aff6fcb47613f7ac52ebde872c62", "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": "yeh0211/Yeh-Capital-Public#5", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "5", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a9be6537d74eb644", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#5\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#5\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a2f15ec88467ae2f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/5\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/5\\nTitle: Study 02 \u2014 reconcile win-rate prose with 365d table row\\nBody:\\nFixes the text-only consistency issues the per-project Opus review found in this study. One project, one PR.\\n\\n## Fixed\\n- Removes the absolute 'Across every horizon' claim, which is contradicted by the 365d table row (53.5% positive, +2.11% median, +25.4% mean); qualifies to the 30/60/90d horizons and discloses the 365d lift is cohort/market beta.\\n- Qualifies the '~49%' claim to the 30/60/90d horizons and reconciles with the 365d row (53.5%) without altering the study's no-edge conclusion.\\n\\n## Still needs source data (not changed here)\\n- Asymmetric rigor: only the 90d pullback has a stated CI ('the 90d mean is +4.45% with a 95% CI of [\u22120.79%, +10.04%]', line 27). The reclaim signal (verdict 'Coin flip', line 55) and the 365d pullback are labeled coin-flip/no-edge with no bootstrap CI or significance test shown \u2014 the summary verdict 'Coin flip (CI spans zero)' is only literally established for one cell.\\n- Reclaim 90d row line 37 shows 'Ed\"\n  },\n  {\n    \"id\": \"github-feedback-comment-0f8c045be396abea\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/5#discussion_r3366576715\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/5#discussion_r3366576715\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Avoid attributing the 365d lift without a significance test**\\n\\nThe `+1.2 pts` edge is only a point estimat\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-693114fc6c7328b6", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313915, "scanner": "foundry_dataset", "fingerprint": "c15f0d42a4671d48ccb20d292f2a2282ffdbbc64b6f1e330d2e6ec865c811a23", "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": "yeh0211/Yeh-Capital-Public#49", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "49", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-315f8c5f4f03c2c8", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 13, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#49\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#49\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 13\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 2}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a2768a89af755db\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/49\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/49\\nTitle: Study 28: SpaceX vs the TRUMP coin \u2014 record capital events and market tops\\nBody:\\n## What this adds\\n\\nStudy 28 asks whether today's SpaceX IPO rhymes with the January 2025 TRUMP coin launch \u2014 a record-sized, retail-saturated capital event that marks the top of its market \u2014 and what it means for positioning.\\n\\n## Tests and findings\\n\\n1. **The template (crypto event study, Binance daily data).** The TRUMP launch topped its host market almost to the day: SOL printed its all-time high ($295.83) two days after launch, BTC ($109,588) three days after; the memecoin basket's launch-day pop was the last high it ever made. Mechanism: a liquidity vacuum \u2014 peak-day DEX volume 6.5x chain baseline, stablecoin float +72% in six days, TRUMP peak FDV ~52% of SOL's own market cap.\\n2. **The base rate (n=34 largest US-listed IPOs, 1996-2024, NASDAQ + S&P cross-check).** Median forward 12m NASDAQ return after these events: +4.9% vs +16.0% unconditional; 59% saw a 20%+ drawdown within a year vs 36% base; bootstrap\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f7c8f938b3de99b1\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/49#discussion_r3404288407\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/49#discussion_r3404288407\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Search the full BTC history before declaring a final top**\\n\\nRestricting the Bitcoin pea\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-d8a4195433f0fe4a", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313914, "scanner": "foundry_dataset", "fingerprint": "014bcfd247fc94e1082255148a388927bbff385d0442944de997f4b5a6c5b9d3", "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": "yeh0211/Yeh-Capital-Public#48", "human_labels": ["api_integration_gap", "docs_or_claims", "human_feedback_general"], "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-826b6f5e3efbc1a8", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 1}, "linked_commit_count": 11, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#48\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#48\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 11\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'human_feedback_general': 3, 'api_integration_gap': 1}\nPolarities: {'neutral': 3, 'bad': 1}\nChanged file labels: {'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4cd0d4067ac3e13d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/48\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/48\\nTitle: Study 23 \u2014 robustness battery + power/family disclosures (follow-up)\\nBody:\\nFollow-up to the merged study 23 (equity issuance as a market-top signal). No numbers in the headline change; this hardens the writeup to the same robustness bar as the deepened studies and fixes a renumber leftover.\\n\\n**Fixes**\\n- Title said `# 22`; corrected to `# 23` (folder/meta were already 23).\\n\\n**Adds a 'Did we find noise?' robustness section** (all reinforcing the null):\\n- Leave-the-mania-out: COMP\u00b7IPO high\u2212low \u22124.3% \u2192 \u22120.3% dropping 2020\u201322 (QQQ \u221214.7% \u2192 \u22122.7%).\\n- Time-split: IPO high\u2212low +4.6% (2001\u20132015) vs \u221212.7% (2016\u20132026) \u2014 sign flips, doesn't generalize.\\n- Newey\u2013West/HAC (lag 12): COMP insignificant; only QQQ\u00b7IPO marginal (p=0.045, single test).\\n- Reactive vs predictive: IPO is 5.4\u00d7 more reactive than predictive (trailing IC +0.57 vs forward \u22120.11).\\n- Tradeable strategy: 'cash when issuance hot' Sharpe +0.39 vs +0.62 buy-and-hold; deflated Sharpe and PBO both fail.\\n- Parameter sensitivity: high\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4cff135f9c3bb48b\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/48#discussion_r3369406536\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/48#discussion_r3369406536\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Do not describe the retrospectively selected family as pre-\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-54b65b2a9cf53f42", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313913, "scanner": "foundry_dataset", "fingerprint": "d075c54abc55bb54bbf98fcac16f7fa87bfca7c612821c13dc6ffd004c7008c7", "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": "yeh0211/Yeh-Capital-Public#47", "human_labels": ["human_feedback_general"], "issue_number": "47", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c2afa2ed7f03207a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 11, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#47\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#47\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\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-2da8886aad0636d2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/47\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/47\\nTitle: Study 20 \u2014 rebalance Part 3: equal-count cap quartiles + Sharpe-vs-size line\\nBody:\\nFixes the two issues raised on the investability cut: fig8's stale pre-winsor volatility axis (thousands %) is replaced by a full-sample Sharpe-vs-log-cap regression line (+0.31 Sharpe per 10x cap, corr +0.60); and the lopsided absolute tiers (143 small vs 11 mega) become four equal-count market-cap quartiles (~63 each) so the frontier comparison is fair. Balanced reads are monotonic (median name Sharpe -0.25 -> +0.52; investable 14% -> 71%; EW Sharpe 0.18 -> 1.01; frontier max-Sharpe 1.43 -> 1.74); long top-half/short bottom-half Sharpe 1.29, WF [1.18,1.40]. Returns winsorized +/-50%, >150% ann-vol dropped (0 here). Swaps fig8_name_scatter -> fig8_size_line; updates meta + catalogue.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-bbdb67a6d3faef24\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/47#discussion_r3369221844\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/47#discussion_r3369221844\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Isolate sample count before calling the frontier gap an artifact**\\n\\nThe old and new frontier results do not differ only by bucket count: the new quartiles substantially change the cap thresholds and membership, and the cited old 5.18 Sharpe was calculated before winsorizing while the new values are calculated after winsorizing. Consequently, the disappearance of the old small-cap win cannot be\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6c4f1dcb4729746b", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313912, "scanner": "foundry_dataset", "fingerprint": "2985d159c946022b6396776bb46c44fbc7610e471675a4c5a42a97cbc74d64ec", "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": "yeh0211/Yeh-Capital-Public#46", "human_labels": ["human_feedback_general"], "issue_number": "46", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fc540017ba644920", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 13, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#46\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#46\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 13\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-784541ba0f5605eb\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/46\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/46\\nTitle: Study 20 \u2014 combine sector + size + investability frontier (retire 22)\\nBody:\\nCombines studies 20 (sector rotation) and 22 (rotation by size) into one study with three cuts, and retires #22 (same question, different methods).\\n\\n- **Part 1 \u2014 by sector** (9 SPDR ETFs): rotation is real and large but untradeable (causal 200-DMA 0.61 vs 0.77 Sharpe, PBO 94%).\\n- **Part 2 \u2014 by size** (AI/tech cap buckets): no rotation, pure symmetric beta; the \\\"defensive small-cap\\\" reading is a calendar artifact.\\n- **Part 3 \u2014 investability frontier** (NEW, 242-name liquid AI/tech universe): investability climbs monotonically with size (median name Sharpe \u22120.19 \u2192 +0.77; 34% \u2192 100% investable; loss-makers 56/143 \u2192 1/11); the efficient frontier overfits and is read equal-weight; a static long mega+large / short mid+small tilt earned the best in-sample Sharpe (1.66, positive in both walk-forward halves) \u2014 flagged as a regime-specific quality factor bet, gross of borrow, not a timing edge.\\n\\nRebuilt on current ma\"\n  },\n  {\n    \"id\": \"github-feedback-comment-ee99bd618982b154\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/46#discussion_r3368400965\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/46#discussion_r3368400965\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Report the actual sample used for the size-rotation results**\\n\\nLabeling the by-size analysis as a 242-name cut materially overstates its sample: Part 2 explicitly report\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-2aae3cbad9a71e1f", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313911, "scanner": "foundry_dataset", "fingerprint": "2583f708cbcfd9550251c22f8be1bfdee9c04436a8e7699d424fa36a10ff4d54", "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": "yeh0211/Yeh-Capital-Public#45", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "45", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1eb8b32e678e9932", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#45\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#45\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 3, 'positive_human_signal': 1}\nPolarities: {'neutral': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c44ec5d15b3bcdd6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/45\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/45\\nTitle: Study 20 \u2014 combine sector + size + investability frontier (retire 22)\\nBody:\\nStudies 20 (sector rotation) and 22 (rotation by size) are the same question with different methods, so this merges them into one study with three cuts and retires #22.\\n\\n- **Part 1 \u2014 by sector** (9 SPDR ETFs): rotation is real and large (defensives +15\u201320pp annualized in bears, cyclicals lead bulls, energy off-axis) but untradeable (causal 200-DMA 0.61 vs 0.77 Sharpe, PBO 94%).\\n- **Part 2 \u2014 by size** (AI/tech cap buckets): no rotation, pure symmetric beta; the \\\"defensive small-cap\\\" reading is a calendar artifact (small fell hardest, \u221232% vs \u221223%).\\n- **Part 3 \u2014 investability frontier** (NEW, 242-name liquid AI/tech universe): investability climbs monotonically with size (median name Sharpe \u22120.19 small \u2192 +0.77 mega; 34% \u2192 100% investable; loss-makers 56/143 \u2192 1/11). The efficient frontier overfits and must be read equal-weight. A static long mega+large / short mid+small tilt earned the best in-sample Sharpe (\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8b1f03325926e361\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/45#issuecomment-4640683921\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/45#issuecomment-4640683921\\nTitle: \\nBody:\\nSuperseded by #46 (rebuilt cleanly on current main; same combine).\"\n  },\n  {\n    \"id\": \"github-feedback-comment-7aefb588da95b6c4\",\n    \"kind\": \"review_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-c5c0103d6df02081", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313910, "scanner": "foundry_dataset", "fingerprint": "b9d12171229c01e13d70e9bdf6cae3d891c7f88e79e70c3476478d2a20df7794", "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": "yeh0211/Yeh-Capital-Public#44", "human_labels": ["human_feedback_general"], "issue_number": "44", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3ea289610289290f", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#44\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#44\nRepo: yeh0211/Yeh-Capital-Public\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8d0f48ee79364a32\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/44\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/44\\nTitle: Regenerate study index from per-study metadata (23 rows)\\nBody:\\nRefreshes the root README Notes table from each study's meta.json after the surgical upgrades. 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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": "yeh0211/Yeh-Capital-Public#43", "human_labels": ["human_feedback_general", "test_ci_gap", "ui_workflow_gap"], "issue_number": "43", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-581fa5777f8d591b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#43\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b571b95a7564741f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/43\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/43\\nTitle: Study 23 \u2014 Equity issuance fails 0/12 annual top-timing tests; SEO inversion is an EDGAR coverage artifact\\nBody:\\nDoes aggregate equity issuance time the market top? Tested point-in-time, de-trended and momentum-controlled across four cycles (2001-2026), the answer is no.\\n\\n- The honest test: year-average issuance vs the next calendar year's return (non-overlapping annual, ~24 independent years on the Nasdaq Composite, ~9 on SPY/QQQ/RSP). Across the full 12-test family, 0 of 12 Spearman tests clear p=0.05, and none survives Bonferroni.\\n- The signal that almost looked real: a tech IPO/SPAC froth tilt (QQQ IPO high-minus-low -14.7%). It is genuine in direction but roughly half mean-reversion \u2014 IPO level correlates +0.51 to +0.62 with the *trailing* 12-month return, and the QQQ spread halves to about -10% and goes insignificant once trailing return is residualized out. It also leans almost entirely on the 2020-22 mania; drop that window and the spread halves and the CI spans zero.\\n- The rival ruled ou\"\n  },\n  {\n    \"id\": \"github-feedback-comment-ea1b94ed62fca0d2\",\n    \"kind\": \"review_comment\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/43#discussion_r3368374562\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/43#discussion_r3368374562\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Add the published study to the notes index**\\n\\nThis metadata marks the new note as published, but the repos\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-94ea1d14cbe6d42a", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313908, "scanner": "foundry_dataset", "fingerprint": "e7dd2b5784ca5857bfcf65dd40e58ffb21a2b2931860423195f3c2e14b665ada", "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": "yeh0211/Yeh-Capital-Public#42", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "42", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e46562d807fca16b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#42\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-062a1a701ae89b06\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/42\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/42\\nTitle: Study 22 \u2014 size is a symmetric beta dial, not a tradeable cap rotation\\nBody:\\nSplits 78 US AI/tech names (2021-05-03 to 2026-06-04, 1,279 aligned days) into four market-cap buckets and asks whether cap leadership flips with the cycle and can be traded. It cannot.\\n\\n- **The clean test is geometric up/down-capture.** Every bucket's up-capture equals its down-capture: Small 1.23 up / 1.22 down (spread +0.01), Mega 0.82 / 0.79 (spread +0.02), all CIs across zero (p >= 0.11). The four buckets land on the 45-degree beta line; nobody is asymmetrically defensive.\\n- **It catches and kills its own headline artifact.** The peak-to-recovery window method makes Small look like +17%/yr \\\"defensive\\\" excess in bears. Measure actual peak-to-trough instead and Small fell hardest in 4 of 4 drawdowns (median -32% vs Mega -23%) \u2014 the +17% was the recovery rally averaged inside a window still labelled \\\"bear.\\\"\\n- **Rival ruled out via block bootstrap.** No bucket's bull-vs-bear excess difference is significant (p = 0.27 to\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d39eb5ff0f3f9a28\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/42#discussion_r3368373055\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/42#discussion_r3368373055\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Keep the study number consistent with its metadata**\\n\\nWhen readers open Study 22 from the root index,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6f23c1576858e8a1", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313907, "scanner": "foundry_dataset", "fingerprint": "dd1d8040fe8f838af977a8df8c83caf3b2724612f05bbbb3bc9ce89ea5cceecc", "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": "yeh0211/Yeh-Capital-Public#41", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "41", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.831, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c3536f255d4baa65", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 22, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#41\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#41\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 22\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 4, 'positive_human_signal': 1}\nPolarities: {'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-27c9ec14e677f4a7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/41\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/41\\nTitle: Study 22 \u2014 sector rotation by size (cap buckets in the AI/tech complex)\\nBody:\\nSingle-project PR for study 22 \u2014 does capital rotate between market-cap tiers (Small/Mid/Large/Mega) within the AI/tech complex as the cycle turns, and can you trade it?\\n\\nFinding (honesty-first, a clean null): No, and no. Across 78 AI/tech names in four cap buckets, size is a symmetric beta dial, not a rotation axis (up-capture \u2248 down-capture, spreads on zero, p\u22650.11). The \\\"defensive small-cap in bears\\\" reading is a calendar artifact (small caps fell hardest in all four drawdowns, \u221232% vs Mega \u221223%); no bucket's bull-vs-bear edge is significant (p=0.27\u20130.71); and a causal 200-day rotation loses to buy-and-hold (Sharpe 1.13 vs 1.26), cuts no drawdown, and is beaten by its own random-timing placebo (p=0.65).\\n\\nThis is the renumbered \\\"rotation by size\\\" study (was mislabeled study 20, which is the nine-SPDR-sector money-flow study already on main). Clean single-project change: the `22-sector-rotation-by-size/`\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f9eb36cc87aa601a\",\n    \"kind\": \"review_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/41#discussion_r3368287393\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/41#discussion_r3368287393\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Use point-in-time market caps for the causal backtest**\\n\\nAssigning every historical observation to buckets using the latest close and recent fi\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6839a611d09fb266", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313906, "scanner": "foundry_dataset", "fingerprint": "2ab3bcc9d235887879e10400cc238690a576b1754b65966f50596f939f256542", "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": "yeh0211/Yeh-Capital-Public#40", "human_labels": ["human_feedback_general", "ui_workflow_gap"], "issue_number": "40", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-6230a0b0be026e59", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 16, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#40\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#40\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 16\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 4, 'ui_workflow_gap': 1}\nPolarities: {'neutral': 4, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f279c45615e4ead7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/40\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/40\\nTitle: Study 22 \u2014 Equity issuance is not a market-top signal\\nBody:\\nTests the market folklore that heavy equity issuance (IPOs + secondary offerings) marks an overpriced market and predicts weak forward returns.\\n\\n**Finding: no usable timing signal.** Across four cycles (2001\u20132026, Nasdaq Composite 1995\u20132026 + SPY/QQQ/RSP) with survivorship-free EDGAR 424B4/424B5 filing counts and a point-in-time detrended signal, **0 of 12 non-overlapping annual tests are significant**. A faint IPO/SPAC froth tilt survives in direction (strongest in tech) but is ~half momentum and confined to the 2020\u201322 mania; the popular 'SEOs invert' result is an EDGAR coverage-ratio artifact (capture ratio drifts 0.29\u21920.70, and a content-free time placebo scores higher than the real signal); the mega-caps usually cited are net repurchasers, not issuers. The robust effect is cross-sectional (study 15), not market timing.\\n\\nThree figures (issuance vs market; corrected forest-plot inference; the SEO coverage artifact). Inc\"\n  },\n  {\n    \"id\": \"github-feedback-comment-a9cc4eb529cd8d07\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/40#issuecomment-4640633371\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/40#issuecomment-4640633371\\nTitle: \\nBody:\\nSuperseded: published as study 23 in #43 (renumbered + metadata corrected).\"\n  },\n  {\n    \"id\": \"github-feedback-comment-34d9f39aa455fd28\",\n    \"kind\": \"review_comment\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-7ddc2d5a49fcbebd", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313905, "scanner": "foundry_dataset", "fingerprint": "53588ac68421dece9bec8d2e96c972e379cb7fa70d3c831145f865ccb4dbe93f", "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": "yeh0211/Yeh-Capital-Public#39", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "39", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-88b249dae99dad16", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#39\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#39\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'test_ci_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2903a517ee313d7a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/39\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/39\\nTitle: Study 20 \u2014 sector rotation (nine SPDR sectors, money flow bull vs bear)\\nBody:\\nSingle-project PR for study 20 \u2014 the nine SPDR/industry sector ETFs (XLP/XLV/XLU/XLF/XLI/XLE/XLY/XBI/XLK) money-flow rotation between bull and bear markets, vs cap-weight SPY and equal-weight RSP, 2016-2026.\\n\\nFinding (honesty-first): capital demonstrably rotates \u2014 cyclicals/tech lead in bulls, defensives lead in bears (defensives beat the market +15-20pts annualized inside the 3 bears; down-capture 0.64-0.94 vs cyclicals ~1.0; pooled cushion +11.5pts; energy off-axis, the only sector ever up in a bear). But it is not tradeable: a causal 200-DMA rotation nets 0.61 Sharpe vs 0.77 for buy-and-hold, fails to cut drawdown, and PBO is 94%. A regime lens, not a timing signal.\\n\\nClean single-project change: the `20-sector-rotation/` folder (README + 6 figures + meta.json) and one catalogue row in the root README. Method-and-findings only; leakage-scanned. Built on current main (no conflict). Replaces the earlier c\"\n  },\n  {\n    \"id\": \"github-feedback-comment-ede89344207a1b98\",\n    \"kind\": \"review_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/39#discussion_r3368268900\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/39#discussion_r3368268900\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Correct the reported bull-to-bear correlation gap**\\n\\nThe stated average correlations imply a gap of `0.70 - 0.43 = 0.27`,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-823c0bed10a12396", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313904, "scanner": "foundry_dataset", "fingerprint": "fce5b452d69fb7e2708b73b9291b5793686fa21a5b6e1094146dfd2522cc7ca2", "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": "yeh0211/Yeh-Capital-Public#38", "human_labels": ["human_feedback_general", "security_auth_secret", "test_ci_gap"], "issue_number": "38", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b5e5f82dae98a770", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#38\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 2, 'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7bd54931bf65642a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/38\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/38\\nTitle: Study 14 \u2014 Alphabet's \\\"edge\\\" on its backed IPOs is listing vintage, not picking\\nBody:\\nFull house-standard rebuild of **14-alphabet-investment-portfolio** (single-name study \u2014 Alphabet \u2014 so no cap buckets; uses the largest honest sample instead).\\n\\n## What changed\\n- **5x larger control.** Rebuilt the picking-skill test against **every genuine post-2016 IPO that listed 2017-2021 (1,078 names)**, up from the original hand-built 216-name control. Backed universe: 22 clean post-IPO CapitalG/GV names (drops 4 floor-pinned biotech + privatised Cloudera; all listed in `data/`).\\n- **Fixed the standard error.** Replaced the block bootstrap (a time-series tool) with a name-level bootstrap on the difference of means \u2014 the correct unit for a cross-section of independent companies. This widened the 730d backed-mean CI to [-17, +91] and crosses zero on its own.\\n- **Headline holds, better powered.** No detectable edge over the IPO baseline at any horizon (every edge-diff CI crosses zero).\\n- **Proved the mechanism\"\n  },\n  {\n    \"id\": \"github-feedback-comment-016fe6d3a35fae78\",\n    \"kind\": \"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/38#discussion_r3368216966\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/38#discussion_r3368216966\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Filter non-IPOs out of the IPO control**\\n\\nThe first-bar rule does not produce the clai\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-5b92a32d720250f6", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313903, "scanner": "foundry_dataset", "fingerprint": "4818aa034b538501cd142c460cbd3790b7dd10920d6dc8ee68150a1b22cc08aa", "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": "yeh0211/Yeh-Capital-Public#37", "human_labels": ["human_feedback_general", "runtime_failure"], "issue_number": "37", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-78eb3e5c449ce0e1", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#37\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#37\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 1, 'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8c49ce42c1eb9606\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/37\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/37\\nTitle: Study 13 \u2014 Bitcoin's stock-correlation rise survives all 107 split points; gold's tail beta is positive\\nBody:\\nDeep rebuild of **13-gold-collapse-insurance** to the full house writeup standard. Scope: this study only.\\n\\n## What changed\\n- **Dual-question H1 + diary voice.** Rewrote the headline to carry both halves (does gold protect AND is Bitcoin digital gold), matching the folder/root-link. Full research-diary voice: first-person, plain words, human question-headings, walk-the-reader reasoning chain, no bot tells.\\n- **Per-crash reads now significance-tested** (the plan's deepen ask). Gold beats SPY 7/8 and Bitcoin falls worse 7/8 now carry a sign test (p=0.035 each) + paired Wilcoxon (p=0.008 / 0.012), so the \\\"directional, not high-power\\\" episode evidence has explicit p-values.\\n- **Convergence verdict hardened** (the must-fix). Replaced the single midpoint split with a split-point sweep across 107 interior monthly cuts: the later half is higher in 107/107 (100%), CIs disjoint in 99/107 (93%),\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e9288834d37b18b8\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/37#discussion_r3368192464\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/37#discussion_r3368192464\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Stop claiming that Bitcoin's beta rises in the tail without testing it**\\n\\nThe reported HAC int\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-1dd30cfdb4148419", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313902, "scanner": "foundry_dataset", "fingerprint": "d6beb95c6336b245e9b64137f779f4380abc82313aa30a67cb79591a65464323", "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": "yeh0211/Yeh-Capital-Public#36", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "36", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d478d3a3b28d51fd", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#36\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#36\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-77691137f255e1a8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/36\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/36\\nTitle: Study 12 \u2014 GOOGL's \\\"leader-phase alpha\\\" dies once the start date is exogenous\\nBody:\\nDeep rebuild of study 12 (GOOGL \u2014 laggard or not) to the full house writeup standard, addressing every item in the per-study QC plan.\\n\\n## What changed\\n- **Diary voice throughout** \u2014 first-person research-diary, plain words, human question-headings, step-by-step (idea -> is it real? -> is it luck/overfitting? -> where it leads). Full locked template (question, summary, H0/H1, method-and-why, data, descriptive, by-finding analysis, robustness, steelman, graded verdict + table, caveats with bias direction, reproducibility, forward pointer).\\n- **Data bug now reproducible** (plan item 4) \u2014 documented the corrupted peer series ($15.25 vs true $338.54 on 2022-01-03, ~23x median error) cross-checked against a clean snapshot of the corrupted window; figure shows it inflated the equal-weight basket ~6x overnight.\\n- **Date-exogenous phase split** (plan item 1) \u2014 replaced the circular trough split (pivot = trough of the same \"\n  },\n  {\n    \"id\": \"github-feedback-comment-64435d71f518406a\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/36#discussion_r3368176464\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/36#discussion_r3368176464\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Do not count the confounded Gemini window as a surviving catalyst**\\n\\nThe Gemini 2.0 result only passes\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-44b5428933e39a0b", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313901, "scanner": "foundry_dataset", "fingerprint": "e150d2c44aca3798d6d590f60ef9f62b2e31d9d8ffea4b618cec0d21871f1fc9", "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": "yeh0211/Yeh-Capital-Public#35", "human_labels": ["human_feedback_general"], "issue_number": "35", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-903fc64fc5b0196a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#35\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#35\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\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-d2db23ce480c2ca9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/35\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/35\\nTitle: Study 11 \u2014 the annual \\\"winners don't persist\\\" was a 5-month-stub artifact; only 2 clean transitions exist\\nBody:\\nDeep rebuild of study 11 (semiconductor concentration) to the full house writeup standard. Scope = this study only.\\n\\n## What changed\\n- **Bigger, honest universe.** Rebuilt from the ground up: 97 candidate US-listed semiconductor common stocks (core industry-code names plus the equipment / foundry / EDA / ADR names a code filter silently drops \u2014 Lam, KLA, Teradyne, TSMC, ASML, etc.), up from the old hand-curated 69. 82 with full-window history drive the headline; 15 mid-window IPOs feed a survivorship check.\\n- **Cap buckets.** Split into the four bands (<\\\\$10B / \\\\$10-100B / \\\\$100-500B / >\\\\$500B) and tested per band. New spine: the seven names over \\\\$500B supply 91% of all the index gain.\\n- **Persistence corrected, honestly.** The old \\\"Spearman IC -0.001, winners don't persist\\\" rested on treating a 5-month 2026 stub as a full year. Stripping the stub leaves only two clean y\"\n  },\n  {\n    \"id\": \"github-feedback-comment-a575029ec2e946f4\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/35#discussion_r3368159091\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/35#discussion_r3368159091\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Drop the partial 2022 transition from the clean-year test**\\n\\nThe study window starts on January 27, 2022 (line 22), so the return used for `2022-into-2023` omits\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-3a2f807bdc24efed", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313900, "scanner": "foundry_dataset", "fingerprint": "6841dd40df3bb4f4ed94a45b35bb19c3b82a300ca917c710515bb2b90502ea8d", "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": "yeh0211/Yeh-Capital-Public#34", "human_labels": ["positive_human_signal", "runtime_failure", "test_ci_gap"], "issue_number": "34", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8db30313280ea623", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#34\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2, 'runtime_failure': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 3, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-654efb3955f4ae25\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/34\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/34\\nTitle: Study 21 \u2014 semis trend dial cuts drawdown 43%->30% but its Sharpe edge straddles zero\\nBody:\\nDeep rebuild of study **21-semis-risk-model** to the full house writeup standard. Supersedes the autonomous version on \\\\`study-21-semis-risk-model\\\\`.\\n\\n## What changed\\n- **Honest, reproducible universe.** The autonomous version claimed a SOXX ETF history 2016\u20132026 (~2,500 bars). The warehouse only holds the ETF from late-2024, so that was not reproducible. Rebuilt from the stocks themselves: **36 US-listed semis + chip-equipment names** with full ~5y daily history (common panel 2021-04-30 .. 2026-06-04; tested window 2022-02-14 .. 2026-06-04 after a 200-day warm-up, 1,080 trading days). A cap-weighted proxy (close \u00d7 diluted shares) is the index the dial reads.\\n- **Cap buckets added.** Split into 4 buckets (<\\\\$10B / \\\\$10\u2013100B / \\\\$100\u2013500B / >\\\\$500B), equal-weighted within each, same dial on each. Protection holds in **all four** (small \u221251%\u2192\u221238%, mega \u221246%\u2192\u221234%), so it is not a mega-cap artifact \u2014 a new find\"\n  },\n  {\n    \"id\": \"github-feedback-comment-0fb87efab62f99a5\",\n    \"kind\": \"review_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/34#discussion_r3368137478\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/34#discussion_r3368137478\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Do not call the drawdown reduction statistically validated**\\n\\nThe reported 95% bootstrap CI for drawdown sav\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-5886c127b261cfa4", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313899, "scanner": "foundry_dataset", "fingerprint": "6c790b751733762a76ad4e1d69461de27724f44ca134a6745c0bda866862b672", "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": "yeh0211/Yeh-Capital-Public#33", "human_labels": ["human_feedback_general"], "issue_number": "33", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-70ef6bfd6c859ee0", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 13, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#33\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#33\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 13\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 5}\nPolarities: {'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-70797afe43780e5c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/33\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/33\\nTitle: Study 20 \u2014 deep rebuild: sector rotation by size (cap buckets, diary voice)\\nBody:\\nFull house-standard rebuild of study 20, superseding the autonomous version on \\\\`add-20-sector-rotation\\\\`.\\n\\n## What changed vs the autonomous version\\n- **Reframed to the data the warehouse actually supports.** The autonomous version claimed a 9-sector cyclical/defensive ETF study (XLP/XLU/XLV/XLK/...), but the warehouse holds none of those sector ETFs and only ~6 months of SPY. That study could not be reproduced from real data. This rebuild tests the rotation axis the data *can* support \u2014 **market-cap size within the AI/tech complex** \u2014 which is exactly the cross-section the task flags for cap-bucketing.\\n- **Real, biggest-honest universe + cap buckets.** 78 US AI/tech names with full 5-year daily history and a reported diluted share count, split into the repo-standard four buckets: Small <\\\\$10B (12) / Mid \\\\$10\u2013100B (35) / Large \\\\$100\u2013500B (22) / Mega >\\\\$500B (9). Window 2021-05-03 \u2192 2026-06-04, 1,279 \"\n  },\n  {\n    \"id\": \"github-feedback-comment-19bacad412e37d70\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/33#issuecomment-4640632675\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/33#issuecomment-4640632675\\nTitle: \\nBody:\\nSuperseded: published as study 22 in #42 (renumbered + metadata corrected, stray 07/.gitignore/index edits dropped).\"\n  },\n  {\n    \"id\": \"github-feedback-comment-6a97c1c9950bdcf5\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-45252f6a156f31b9", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313898, "scanner": "foundry_dataset", "fingerprint": "ee084ab9c1534b00f39f3dd0fb2f495159c7736cec4b36664a1384878feb4e51", "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": "yeh0211/Yeh-Capital-Public#32", "human_labels": ["human_feedback_general"], "issue_number": "32", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-acf55cfe82152686", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#32\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#32\nRepo: yeh0211/Yeh-Capital-Public\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f987e64f1538d7b9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/32\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/32\\nTitle: Study 19 \u2014 taken to 68 single chip names, the overbought short flips from ~0 to negative edge\\nBody:\\nDeep rebuild of study **19 \u2014 shorting the semis** to the full house writeup standard (research-diary voice, data-first, a figure per finding, honest-null).\\n\\n## What changed\\n- **Bigger, honest universe.** Original tested a single index (SOXX) over ~10y. This expands to the **full 68 US-listed semiconductor single names** (SIC semiconductors group + TSM/ASML/UMC/STM, \u22653y daily history), with SOXX/SMH kept as the index anchor.\\n- **Cap buckets.** Because the effect could depend on size, the 68 names are split into the four standard buckets (<\\\\$10B / \\\\$10\u2013100B / \\\\$100\u2013500B / >\\\\$500B) and the overbought-vs-blind short is run per bucket.\\n- **Headline reconciled with its own tables** (the prior must-fix): no more \\\"every condition loses at every horizon\\\" overclaim; the lone positive cell is disclosed and contextualised (a 4-name bucket).\\n- **Union base rate disclosed** (~36% of bars) and the \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-523d4b4d03dc135f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: yeh0211/Yeh-Capital-Public\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 1, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-5f49a18e750c98c1", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313897, "scanner": "foundry_dataset", "fingerprint": "cb9b00f43de328cd8976c39a87dbb7fd30688d6ae572a7f1df9e138d6d86735b", "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": "yeh0211/Yeh-Capital-Public#31", "human_labels": ["agent_instruction_gap", "human_feedback_general"], "issue_number": "31", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-20b66ba103facec8", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#31\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#31\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 1, 'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-06ad2632ac7d4cce\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/31\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/31\\nTitle: Study 17 \u2014 strip chip-beta from the 13 layers and 0 of 13 keep their alpha\\nBody:\\n## Study 17 \u2014 deep rebuild to full house-writeup standard\\n\\nRebuilds `17-semiconductor-layers` per the github-research-writeup skill: data-first, biggest-honest-sample, a figure per finding, research-diary voice, graded honest verdict.\\n\\n### Universe / buckets\\n- 143 names (136 US + 7 TW), 13 supply-chain layers, fixed window 2021-05-03 to 2026-06-03, reproduced exactly from the warehouse (full coverage, no gaps).\\n- Split into 4 market-cap buckets \u2014 <$10B / $10\u2013100B / $100\u2013500B / >$500B (cap = warehouse market cap) \u2014 and tested per bucket. 7 TW names have no cap on file, held out of buckets but kept in layers.\\n\\n### What changed vs the published version\\n- **New headline (the test the old version never ran):** regress each layer on SMH with **Newey-West HAC** SEs. **0 of 13 layers has significant alpha** (best t = 1.9); the raw \\\"6 of 13 beat SMH\\\" is leveraged semiconductor beta plus noise, not an edge. Honest-fi\"\n  },\n  {\n    \"id\": \"github-feedback-comment-7529ed59b5497a59\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/31#discussion_r3368053591\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/31#discussion_r3368053591\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Bucket stocks using beginning-of-window market caps**\\n\\nBecause the buckets use market cap measured at the end\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-0fbeb133df2f6ac7", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313896, "scanner": "foundry_dataset", "fingerprint": "b352ec0ea6d781a1dc4fcec46b29763ca45ca0b04f371c1bc6b8181e2d08bdb0", "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": "yeh0211/Yeh-Capital-Public#30", "human_labels": ["human_feedback_general", "positive_human_signal", "test_ci_gap"], "issue_number": "30", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4803f3ce6c8ccb22", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#30\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#30\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'positive_human_signal': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-29b364ac544c39c2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/30\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/30\\nTitle: Study 10 \u2014 Korea's drop-rebound retested against like-vol US ETFs; the edge is a vol artifact\\nBody:\\nDeep rebuild of **10-korea-memory-cycle-leverage** to the full house writeup standard (per the github-research-writeup skill). Scope: this study only. Do not merge \u2014 review first.\\n\\n## What changed\\n\\n**Universe (re-pulled from the warehouse, not the small local subset).** 7 names, full history 2016-05-18 to 2026-06-03 (2,525 daily bars each): Korea proxy **EWY**; US single-name memory **MU/WDC/STX**; and the new like-vol diversified controls **SMH/SOXX/XSD**. This is a proxy-vs-comparator study (single-name Korea tape is data-blocked), not a broad cross-section, so cap buckets do not apply \u2014 instead the comparator set is the deepening.\\n\\n**Addresses every QC must-fix:**\\n- Fixed the figure-vs-table drawdown contradiction (old caption said \\\"similarly\\\", table said \\\"half as deep\\\").\\n- Demoted Claim 3 (\\\"Korea downside never worse than US\\\") to an explicitly-labelled volatility/diversification artifact, and a\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8dcfa48eb41c5940\",\n    \"kind\": \"review_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/30#discussion_r3367994035\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/30#discussion_r3367994035\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Bootstrap the underlying daily series before computing spreads**\\n\\nThe\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-9ac30f9ebb8619e1", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313895, "scanner": "foundry_dataset", "fingerprint": "b64384c61f0582ea975d7db4fc8dc8346b25011b9eb53036c539688e93bde389", "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": "yeh0211/Yeh-Capital-Public#3", "human_labels": ["human_feedback_general"], "issue_number": "3", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.72, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-488206ec583bc533", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#3\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#3\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-69dd8e77852ae7f3\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/3\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/3\\nTitle: Remove the About section from the README\\nBody:\\nRemoves the personal bio / contact 'About' section from the root README, as requested. 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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": "yeh0211/Yeh-Capital-Public#29", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "29", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b425432d35157b0b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 13, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#29\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#29\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 13\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 1, 'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-edc4cb9583ee8f85\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/29\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/29\\nTitle: Study 09 \u2014 activist-short drift, dependence-corrected and cap-bucketed: still no edge\\nBody:\\nFull house-writeup rebuild of **09-activist-short-post-performance**, scoped to this study only.\\n\\n## What changed\\n- **Diary voice + full template.** Rewritten in plain first-person research-diary voice; locked structure (question \u2192 summary \u2192 H0/H1 \u2192 method \u2192 data \u2192 descriptive \u2192 3 finding blocks \u2192 robustness \u2192 rival explanations \u2192 graded verdict + summary table \u2192 caveats with direction \u2192 reproducibility \u2192 forward pointer). Reproduces the original 96-campaign pooled null, then extends it.\\n- **Cap buckets (the size dimension).** 93/96 campaigns bucketed by market cap (<$10B n=62, $10\u2013100B n=27, $100\u2013500B n=4, >$500B empty). The no-drift result holds in every bucket; small-minus-large diff = \u22120.42pp, CI [\u22128.17, +7.13]. Size is not the missing edge \u2014 and activist shorts essentially never touch true megacaps.\\n- **Dependence-adjusted edge test.** Edge-vs-baseline now cluster-bootstrapped by ticker AND by quarter\"\n  },\n  {\n    \"id\": \"github-feedback-comment-dc5d61b27f421740\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/29#discussion_r3367979891\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/29#discussion_r3367979891\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Bucket campaigns using event-date market cap**\\n\\nUsing the latest shares and latest close introduces look\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-182bc976808d49ef", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313893, "scanner": "foundry_dataset", "fingerprint": "d647a378b64f5c469a01b2da67179b07489dc896d3dde36353a8b77c3fc335c8", "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": "yeh0211/Yeh-Capital-Public#28", "human_labels": ["human_feedback_general", "runtime_failure", "test_ci_gap"], "issue_number": "28", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c884912eb7908e0f", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#28\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#28\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 2, 'runtime_failure': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f0f424eaf8461406\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/28\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/28\\nTitle: Study 08 \u2014 the placebo demotes the launch \\\"rally,\\\" and the disruption gap was a beta artifact\\nBody:\\nDeep rebuild of study 08 (AI model-launch event study) to the full house writeup standard. Scope: this study only.\\n\\n## What changed\\n- **Universe stated and reproduced.** 113 US software names (cap > \\\\$2B), 11 launches Nov-2022 to Jan-2025; the original +0.34 / +0.33 / +0.49 CAARs reproduce to the basis point.\\n- **Cap buckets.** Split the cohort into <\\\\$10B / \\\\$10-100B / \\\\$100-500B / >\\\\$500B and tested per bucket \u2014 no size effect, every CI straddles zero.\\n- **Statistics on every headline** (the C-grade gap): bootstrap CIs, an 11-launch sign test (9/11 positive, p=0.065), and a 2,000-draw random-date placebo. The full-cohort move sits at the 52nd percentile of the placebo; ex-GPT-4 +0.98% sits at the 84th \u2014 elevated, not special.\\n- **Confound quantified.** GPT-4's \u22126.96% (beta-1) cuts to \u22122.74% under a per-name market model, confirming the SVB-week whipsaw.\\n- **Claim-3 contradiction fixed.** The old \"\n  },\n  {\n    \"id\": \"github-feedback-comment-c0a6db185a2465ab\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/28#discussion_r3367958163\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/28#discussion_r3367958163\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Do not treat name-by-event rows as independent evidence**\\n\\nThe 1,123 stoc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-4503df0bb82e96fb", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313892, "scanner": "foundry_dataset", "fingerprint": "2b4cdbe471f8b2334ab6bdae153dba8b5516308f7f8aa9e3d35bcfd12b57d34c", "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": "yeh0211/Yeh-Capital-Public#27", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "27", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-baca68068056377f", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#27\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#27\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 3}\nPolarities: {'bad': 1, 'neutral': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-584613b0f58c2689\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/27\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/27\\nTitle: Study 07 \u2014 the lunchtime continuation edge is real but only megacaps clear costs\\nBody:\\nFull house-standard rebuild of **07-intraday-overnight-decomposition**, following the github-research-writeup skill (data-first, biggest-honest-sample, a figure per finding, research-diary voice, 12-point ship checklist).\\n\\n## What changed vs the published version\\n\\n- **Bigger, cleaner sample.** 114 AI/semi names, 87,647 ticker-days (2021-04-30 .. 2026-04-30), 5-minute regular-session bars. Proper UTC->America/New_York conversion so \\\"11:30 ET\\\" is correct across daylight-saving; strict open-and-close-bar requirement per day.\\n- **Cap buckets added.** Split the 114 names into <\\\\$10B / \\\\$10-100B / \\\\$100-500B / >\\\\$500B (25 / 51 / 25 / 13) and test the effect per bucket \u2014 size is the new axis.\\n- **The finding moved from \\\"null\\\" to \\\"Conditional\\\".** On the cleaner sample the rest-of-day continuation leg is **not** a coin flip: +5.4 bp gross at 11:30, day-block bootstrap CI [+1.1, +10.0] bp, clears zero on all 5 seeds, and\"\n  },\n  {\n    \"id\": \"github-feedback-comment-7a7e285f3ed29bc9\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/27#discussion_r3367933994\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/27#discussion_r3367933994\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Correct the half-cost sensitivity result**\\n\\nHalving the stated costs makes the $10\u2013100B bucke\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-4a3210ec13ddbe3e", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313891, "scanner": "foundry_dataset", "fingerprint": "28944fea27433341bc96545a81c249279a5b5f78e0ad91cdc1832360167b3564", "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": "yeh0211/Yeh-Capital-Public#26", "human_labels": ["human_feedback_general", "positive_human_signal", "test_ci_gap"], "issue_number": "26", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-48b67d1b8487288f", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 20, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#26\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#26\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 20\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2, 'positive_human_signal': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3eb467df62ed67f2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/26\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/26\\nTitle: Study 05 \u2014 the news-sentiment mirror sharpens as names shrink (Small +0.24 to Mega +0.07)\\nBody:\\nFull house-standard rebuild of study 05 (news-sentiment signal), scoped to this study only. Do not merge.\\n\\n## What changed\\n- **Bigger, honest universe.** Rebuilt on the warehouse news-tag corpus rather than the smaller normalized-notes cut: **9,762 model-tagged posts across 211 US-listed names** (2024-07 to 2026-05), up from ~117 names / 4,035 posts. Universe = every ticker with \u22655 tagged posts and a price history (not hand-picked).\\n- **Cap buckets (the size question).** Split into four market-cap buckets \u2014 Small <$10B (33) / Mid $10\u2013100B (97) / Large $100\u2013500B (56) / Mega >$500B (20) \u2014 cap = latest reference shares \u00d7 latest close, cross-checked vs diluted-average-shares (agree within 1\u20137%). 5 ETF/uncapped names kept in the full test, dropped from buckets.\\n- **New headline.** Reactive, and the mirror is *sharpest in small caps*: reactive IC falls monotonically Small +0.244 \u2192 Mega +0.065, driven by smal\"\n  },\n  {\n    \"id\": \"github-feedback-comment-7376bd9d1f8a10b7\",\n    \"kind\": \"review_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/26#discussion_r3367898403\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/26#discussion_r3367898403\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Bucket posts using market cap at the event date**\\n\\nUsing the latest close and\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-20d3505ef0e8382d", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313890, "scanner": "foundry_dataset", "fingerprint": "828f58d3df34242421c528460a6b5c3ca622d80715539631da650a3af5367bdc", "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": "yeh0211/Yeh-Capital-Public#25", "human_labels": ["human_feedback_general", "positive_human_signal", "ui_workflow_gap"], "issue_number": "25", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c5fc57ac84416dbf", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#25\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#25\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'positive_human_signal': 1, 'ui_workflow_gap': 1}\nPolarities: {'neutral': 3, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0a657aefe98ca727\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/25\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/25\\nTitle: Study 04 \u2014 milestone \\\"sell-the-news\\\" dies against a 500-draw placebo (p 0.02 to 0.13)\\nBody:\\nDeep rebuild of study 04 (license-driven crypto-infra M&A) to the full house writeup standard, per the github-research-writeup skill. Honest-first: re-tested properly, the tracker's tradeable claims turn into nulls.\\n\\n## Universe / buckets\\nSingle-cohort + public-deal-record study (not a size cross-section), so **no cap buckets** \u2014 used the full 13-name licensed crypto-infra cohort (COIN, HOOD, CRCL, GLXY, BULL, MSTR, BKKT, SOFI, MARA, RIOT, CORZ, PYPL, XYZ/Block) + benchmarks SPY/QQQ and crypto-sector ETFs BITQ/BLOK. Split-adjusted daily closes, 2024-06 to 2026-06 (two-year data cap), real warehouse pulls.\\n\\n## Headline finding\\n**No, and no-as-stated.** The cohort's ~17% beta-adjusted drop after the July-2025 GENIUS/House milestones is **indistinguishable from a random 21-day window** for these names \u2014 a 500-draw placebo gives empirical p ~0.13 versus the naive t-test's 0.02 (the names move to\"\n  },\n  {\n    \"id\": \"github-feedback-comment-1a5d3ce72761dd1c\",\n    \"kind\": \"review_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/25#discussion_r3367855347\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/25#discussion_r3367855347\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Keep the placebo cohort fixed across dates**\\n\\nThe placebo definition averages across the\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6b19cc07da655327", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313889, "scanner": "foundry_dataset", "fingerprint": "281508759b9b14a86796bcb861769b4eb99cb41d0aeb1f8d1532821426c67b2d", "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": "yeh0211/Yeh-Capital-Public#24", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "24", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e62ea5ff4a7869a7", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 11, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#24\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#24\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-076df0b74a381620\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/24\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/24\\nTitle: Study 02 \u2014 the IPO-anchored VWAP touch loses to random entry, not just a coin flip\\nBody:\\nDeep rebuild of study **02 \u2014 IPO-anchored VWAP** to the full house writeup standard (matches the study-01 exemplar). Scope: this study only.\\n\\n## What changed\\n- **Largest honest universe:** the full **881-IPO cohort** since 2022-10 (warehouse `ipos`), 798 with prices, **188 liquid** names tested. Reproduced every original number exactly (pullback 90d 48.7% win, +4.45% mean, CI [\u22120.79, +10.04]; reclaim 90d 50.6%).\\n- **Cap buckets (the size question):** split by market cap (shares \u00d7 first-quarter close). The honest finding is that this IPO vintage is structurally tiny \u2014 median cap ~$1.1B, max $33B, **zero names above $100B** \u2014 so the prescribed >$100B / >$500B buckets are empty. Tested the three buckets the data fills (<$1B / $1\u201310B / $10\u2013100B); the touch clears the coin flip in none.\\n- **Fixed every QC must-fix** from the per-study plan:\\n  - Reconciled the \\\"every horizon hugs 50%\\\" framing with the 365d row (now\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5279025993e58965\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/24#discussion_r3367795758\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/24#discussion_r3367795758\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Correct the stated one-year win-rate lift**\\n\\nThe table immediately above reports a 53.5% touch win-ra\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-2377eccd2b8e1285", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313888, "scanner": "foundry_dataset", "fingerprint": "a23e60b7b2227250cb67d49343b1ad1020f476783d67467640edc8fb3368554e", "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": "yeh0211/Yeh-Capital-Public#23", "human_labels": ["human_feedback_general"], "issue_number": "23", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.842, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-20940ceeda947dd1", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 21, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#23\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#23\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 21\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 5}\nPolarities: {'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-582d5d90ea457574\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/23\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/23\\nTitle: Study 01 \u2014 the small-cap sweep \\\"edge\\\" is five wild days, not information\\nBody:\\nRewrites study 01 into the plain, first-person **research-diary voice** (the new house voice in the `github-research-writeup` skill). 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The honest finding is identical \u2014 across all four size buckets the sweep doesn't beat its own drift; the small-cap \\\"signal\\\" is a five-day fluke; size scales the noise, not the signal.\\n\\nThis is the exemplar for the house voice; once it's in, the rest of the studies follow \"\n  },\n  {\n    \"id\": \"github-feedback-comment-f0ea0006e864f363\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/23#discussion_r3367719155\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/23#discussion_r3367719155\\nTitle: \\nBody:\\n**<sub><sub>![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)</sub></sub>  Use point-in-time market caps for the bucket split**\\n\\nUsing the latest share count and latest close to assign every 2021\u20132026 observation leaks future informatio\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-8b29b9fe980f327c", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313887, "scanner": "foundry_dataset", "fingerprint": "6b6e1d374a17b1f36369c37436023e71f77f2b677f54d6c99c31b5e5db290001", "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": "yeh0211/Yeh-Capital-Public#22", "human_labels": ["agent_instruction_gap", "human_feedback_general"], "issue_number": "22", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-2a3560cc3593af4e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 7, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#22\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#22\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 2}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2d79e5b2886e1ee5\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/22\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/22\\nTitle: Study 21 \u2014 A semiconductor risk-overlay model (output + live scorecard)\\nBody:\\nPublishes the **output and method** of the layered semiconductor risk model \u2014 the system that came out of studies 07-20.\\n\\n**Scrubbed:** method and findings only. No infrastructure, credentials, config/thresholds beyond the public 200-day rule, qual-layer internals, or people-playbooks.\\n\\n**Finding:** a validated **risk-reducer, not alpha**. The trend-dial overlay (halve net-long when the index loses its 200-day average or falls >10% off its 60-day high) cuts the max drawdown in every regime (full -37% vs -46%; 2022 bear -31% vs -46%, +15pp) for a modest CAGR give-up, is robust across floor/MA parameters (Sharpe 0.90-1.04), but does NOT beat buy-and-hold on Sharpe (1.02 vs 1.03).\\n\\n**Live scorecard:** `SCORECARD.md` is append-only \u2014 the model's dated posture, to be graded against realized 20/60-day outcomes over time so the calls can be tracked and optimized.\\n\\nNotes: index row (row 21) deferred to a separate inde\"\n  },\n  {\n    \"id\": \"github-feedback-comment-7b71021a9ea459e0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/22#issuecomment-4640184042\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/22#issuecomment-4640184042\\nTitle: \\nBody:\\nSuperseded by #34 \u2014 study 21 rebuilt to the full house standard (the autonomous SOXX-2016 version was not reproducible from real data; rebuilt honestly from the stocks).\"\n  },\n  {\n    \"id\": \"github-feedback-comment-714b0cff7\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-3afa31a762bee2fc", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313886, "scanner": "foundry_dataset", "fingerprint": "358f33ca9c9fa4be2fd6747cef3d49bccdcee759d8299cc45da66c8217e03037", "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": "yeh0211/Yeh-Capital-Public#21", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "21", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-86964fa1ba9521b9", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 18, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#21\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#21\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 6\nLinked commit count: 18\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 5}\nPolarities: {'bad': 1, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-596e2eb83fbc558c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/21\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/21\\nTitle: Study 01 \u2014 deepen: theory+method header + analysis layer (dependence-adjusted test, mechanism, OOS, alternatives)\\nBody:\\n## What got deeper\\n\\nRewrites study 01 to the new house template \u2014 **theory + method at the top, then a four-step Analysis layer** between the descriptive picture and the verdict \u2014 and replaces the old \\\"go straight to conclusion\\\" structure.\\n\\n**Theory/method header (new):** Kyle (1985) informed-flow continuation vs Easley\u2013L\u00f3pez de Prado\u2013O'Hara VPIN toxic-flow, framed as competing falsifiable predictions for the MIXED cell; explicit H0/H1; every method justified (why dependence adjustment, why a random baseline, why OOS, why costs). Outcome is defined as **excess over basket drift**, not raw level.\\n\\n**Analysis layer (new):**\\n- **Test** \u2014 recompute with dependence-adjusted inference (one obs per trading day = effective n; stationary block bootstrap), Bonferroni/\u0160id\u00e1k multiplicity, and a 20k-draw random same-names entry baseline.\\n- **Mechanism** \u2014 decompose MIXED by sweep size, intra\"\n  },\n  {\n    \"id\": \"github-feedback-comment-37be4d93a8bae6c1\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/21#discussion_r3367327206\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/21#discussion_r3367327206\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Correct the VPIN interpretation for balanced flow**\\n\\nVPIN is driven by estimated buy/sell volume imb\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-66699dff3b10bc4f", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313885, "scanner": "foundry_dataset", "fingerprint": "1c52f9d26759f4dfd1feff70d59334d522380a82b1975aa55938d74dab0e99bf", "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": "yeh0211/Yeh-Capital-Public#20", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "20", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-11059811cf4db171", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#20\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'test_ci_gap': 1}\nPolarities: {'neutral': 2, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c1d6d3387e181339\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/20\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/20\\nTitle: Study 20 \u2014 sector rotation (own indexed study; supersedes #18)\\nBody:\\nRepackages #18 the clean way: **study 20 only** \u2014 its own `20-sector-rotation/` folder (README + 6 figures) + a `meta.json` and a single root-index row. 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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": "yeh0211/Yeh-Capital-Public#19", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "19", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4454f162b4938a69", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#19\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#19\nRepo: yeh0211/Yeh-Capital-Public\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': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-49d24a7c7a0e7a73\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/19\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/19\\nTitle: Remove About / bio section from README\\nBody:\\nRemoves the personal **About** blurb (degree, research-analyst line, interests, \\\"Contact details on request\\\") from the root README.\\n\\nThe repository stays method-and-findings only \u2014 no change to any study, the Notes table, or the Data/Method sections.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  },\n  {\n    \"id\": \"github-feedback-comment-89077744def929d1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/19#issuecomment-4638507464\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/19#issuecomment-4638507464\\nTitle: \\nBody:\\nDuplicate of #3 (Remove the About section), which is part of the reviewed per-project stack. Closing in favour of #3.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3efcb562bd57a88f\", \"evidence-chain-comment_to_commit-83de61f08d68138c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: yeh0211/Yeh-Capital-Public\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 1, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1}\nHelicopter views: {}\nBund\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-f6025e302cfaf0f7", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313883, "scanner": "foundry_dataset", "fingerprint": "02536c85ebf813a68355827768d33a6fa99b5f502e9d532b413ce03a87c98c30", "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": "yeh0211/Yeh-Capital-Public#18", "human_labels": ["human_feedback_general", "runtime_failure", "test_ci_gap"], "issue_number": "18", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8a093e9327bbe019", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#18\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#18\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1, 'human_feedback_general': 1, 'test_ci_gap': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c17cfaf7b0839eda\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/18\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/18\\nTitle: Add study 20 \u2014 sector rotation (money flow across sectors in bull vs bear)\\nBody:\\n## Study 20 \u2014 Sector rotation\\n\\nNew self-contained study: how capital rotates across the nine SPDR/industry sector ETFs (XLP/XLV/XLU/XLF/XLI/XLE/XLY/XBI/XLK) between bull and bear markets, vs both cap-weight SPY and equal-weight RSP, 2016-2026.\\n\\n**Finding (two parts, honesty-first):**\\n- Money demonstrably rotates \u2014 cyclicals/tech lead in bulls, defensives lead in bears (defensives beat the market +15-20pts annualized inside the 3 bears; down-capture 0.64-0.94 vs cyclicals ~1.0; pooled cushion +11.5pts). Down-capture recovers the textbook ordering (Spearman +0.90). Correlations spike 0.43->0.70 in bears. Energy is the off-axis exception (only sector ever positive in a bear, 2022; top rates-beta).\\n- But it is not tradeable: a causal 200-DMA rotation nets 0.61 Sharpe vs 0.77 for buy-and-hold, fails to cut drawdown (COVID too fast), and PBO is 94%. A regime/positioning lens, not a timing signal.\\n\\nREADME + 6 figures (r\"\n  },\n  {\n    \"id\": \"github-feedback-comment-2b5ba03a2ab0c950\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/18#issuecomment-4638520051\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/18#issuecomment-4638520051\\nTitle: \\nBody:\\nSuperseded by a clean single-project PR for study 20 (own folder + index row, no study-07/.gitignore bundling).\"\n  },\n  {\n    \"id\": \"github-feedback-comment-1804f33508d83326\",\n    \"kind\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-6964806fd4a64d39", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 313882, "scanner": "foundry_dataset", "fingerprint": "f0733d7ce395b56a0e97d6c4f3e7912f701dc4b6bb948a176654753b85b83412", "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": "yeh0211/Yeh-Capital-Public#17", "human_labels": ["runtime_failure"], "issue_number": "17", "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": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-eae42c91b25b2645", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#17\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#17\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\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: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-42d55231c6d2b199\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/17\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/17\\nTitle: Study 19 \u2014 qualify \\\"every condition loses\\\" headline for all-three 63d exception; disclose union base rate\\nBody:\\nFixes the text-only consistency issues the per-project Opus review found in this study. One project, one PR.\\n\\n## Fixed\\n- Issue 1: headline 'Every condition at every horizon loses money' is contradicted by the study's own Claim-2 table (all-three 63d = +1.26%, positive). Qualify inline to the union the study actually trades and footnote the all-three 63d exception at the headline rather than three claims later, matching the study's own characterization of that cell as noise (line 40).\\n- Issue 2: the headline rests on the union trigger but the study never states its base rate. Disclose the fraction of bars triggered (n=938 of 2,326 bars at 5d from the Claim-1 table and the Data & method bar count) so the ~0 edge is not read as surprising.\\n- Issue 1 (root row): 'every condition loses at every horizon' is contradicted by the study's all-three 63d +1.26% cell. 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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": "yeh0211/Yeh-Capital-Public#12", "human_labels": ["test_ci_gap"], "issue_number": "12", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.767, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-27bad1ceee65f290", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#12\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#12\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\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: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8b1f0c2e5cc36e28\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/12\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/12\\nTitle: Study 13 \u2014 align H1 to dual gold/Bitcoin collapse-insurance question\\nBody:\\nFixes the text-only consistency issues the per-project Opus review found in this study. One project, one PR.\\n\\n## Fixed\\n- The H1 was single-sided (Bitcoin only), drifting from the folder (13-gold-collapse-insurance), the root link text ('Gold vs Bitcoin: collapse insurance?'), and the study's own Question/Answer which lead with whether gold protects in selloffs AND whether Bitcoin is digital gold. The new H1 covers the dual question \u2014 gold's protective role and Bitcoin's nature \u2014 matching the study's own conclusion on line 51 ('gold cushions, Bitcoin amplifies') and line 3 answer, without changing the finding.\\n\\n## Still needs source data (not changed here)\\n- The load-bearing convergence claim \u2014 \\\"the two bootstrap CIs are disjoint, so the rise is a real shift, not noise\\\" \u2014 rests on one arbitrary midpoint split (1st half 0.08 [0.00, 0.18] vs 2nd half 0.37 [0.30, 0.45]). 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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": "yeh0211/Yeh-Capital-Public#10", "human_labels": ["test_ci_gap"], "issue_number": "10", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.812, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-65af931dc0167859", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#10\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#10\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\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: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-39ddca11e0a17d53\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/10\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/10\\nTitle: Study 09 \u2014 note positive mean AR runs against short thesis at 21td\\nBody:\\nFixes the text-only consistency issues the per-project Opus review found in this study. One project, one PR.\\n\\n## Fixed\\n- Issue 1: headline cited only the flat median (-0.54%) and ignored that the same table shows a positive mean AR (+0.46%), the opposite direction to a short thesis. Added an explicit clause that even the point estimate runs against the short, reinforcing the null rather than only calling it flat. 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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": "yeh0211/Yeh-Capital-Public#1", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "1", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-57040b600e7c01f9", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#1\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#1\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3f3fed4da2ebc90a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/1\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/1\\nTitle: QC: reconcile headline claims with study tables (10/12/16/18) + flag 3 numeric for data re-check\\nBody:\\nA content-QC pass over the published studies (opencode/gpt-5.5 review, then line-by-line verification against each study's own tables) found headline numbers and claims that contradict the study's own data. This PR fixes the four that are pure text reconciliations; three more need a re-check against source data and are listed below for you to resolve (not changed here). Branched off `origin/main` (de4c3e4).\\n\\n## Fixed in this PR (text-only, verified against the tables)\\n\\n- **12 GOOGL** \u2014 \\\"beats **5 of 6** megacaps\\\" to \\\"beats **4 of its 5** megacap peers (2nd of six, behind only NVDA)\\\". The peer table lists five peers (Meta/AAPL/AMZN/MSFT/NVDA); GOOGL beats four and loses to NVDA. Fixed in the study body (x3) and the root index row.\\n- **16 Narrow leadership** \u2014 \\\"**Five of six** overlays make both Sharpe and total return worse / Only the %above-200dma improves\\\" was wrong both ways. The OOS table show\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d4d06713562fc5c7\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/1#discussion_r3362855488\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: chatgpt-codex-connector[bot] (Bot)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/1#discussion_r3362855488\\nTitle: \\nBody:\\n**<sub><sub>![P2 Badge](https://img.shields.io/badge/P2-yellow?style=flat)</sub></sub>  Do not claim both Sharpe-improving overlays fail robustness**\\n\\nThe parenthetical applies \\\"fail robustne\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-assumption_checks-8589b203d1c30852", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 358323, "scanner": "foundry_dataset", "fingerprint": "f73065a9ccd5294ac759da0d690641a11ed32f28c1b19c583077ede8984b9367", "category": "practices", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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"weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 5}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#70\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#70\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#70\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 70\nGraph consistency label: 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"priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 358321, "scanner": "foundry_dataset", "fingerprint": "cef614fd1777fa4b906e17bd6beb69fecd348704f1d123306e389246f14ba3fe", "category": "practices", "severity": "high", "confidence": 0.8, "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": "Docs-only response to runtime or integration issue", "intent": "Assumption-check examples where docs or claims are not enough proof.", "labels": {"bug_fix": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "docs_only_runtime_fix", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "docs_only_runtime_fix", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 44, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 3, "thread_has_pr_review": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 2, "comment_chain_links_commit": 4, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 3, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#69", "issue_number": "69", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-eb38b17575dd4f08", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 5}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#69\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#69\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#69\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 69\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 44\nNode types: {'link_quality': 7, 'pr_file': 3, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_touches_file': 6, 'comment_chain_links_commit': 4, 'thread_touches_file': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'generated_provenance': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9166d72a83b63f74", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341616, "scanner": "foundry_dataset", "fingerprint": "d941da02d486dc2df25f004c442373eac1e8cc70988f2e24d601d8823cc710f0", "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": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 6, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#9", "issue_number": "9", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-524186ecbf71a462", "graph_gold_label": "supported_by_verification_signal", "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_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#9\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9dcd769ee1a95c0b", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341615, "scanner": "foundry_dataset", "fingerprint": "55d5701e2c5ecc9b852749ed2d6b8f91801d78a80a80bacb291becec665f6ae8", "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": {"bug_fix": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 41, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 28, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#72", "issue_number": "72", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7ad8ba758d599844", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 8, "source_or_other": 8}}, "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#72\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#72\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 72\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 41\nNode types: {'link_quality': 6, 'commit': 5, 'pr_file': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-5a926784f02bc7fb", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341614, "scanner": "foundry_dataset", "fingerprint": "d23f86ce1a3daebe26606fedba4193f0de3fa3aff4472b84a950cc5563706357", "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": {"bug_fix": 2, "feature": 1, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 5, "source_or_other": 6, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 91, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 11, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 11, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 44, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 11, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#66", "issue_number": "66", "quality_tiers": {"high_confidence": 3, "assumption_check": 6, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6c8e46dee19f1b78", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 25, "source_or_other": 30}}, "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#66\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#66\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#66\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 66\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 91\nNode types: {'pr_file': 11, 'link_quality': 10, 'commit': 6, 'alignment': 6, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 22, 'thread_touches_file': 11, 'issue_chain_touches_file': 11, 'chain_has_link_quality': 10, 'comment_chain_links_commit': 7, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 6, 'blueprint_human_gap_alignment': 6, 'docs_or_claims': 5, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'comment_has_related_commit_context': 1, 'feature': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 3, 'weak_supervision': 1}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-8745aadac5bee414", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341613, "scanner": "foundry_dataset", "fingerprint": "f68be09025c4b3c57f7cd149a5ee292555d19ca9221c06b8920f77aecc67e12a", "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, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "weak blueprint fit": 1, "api_integration_gap": 1, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 63, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 36, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#61", "issue_number": "61", "quality_tiers": {"high_confidence": 4, "assumption_check": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e2ecc47bf4b819eb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 10, "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: supported_by_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#61\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#61\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#61\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 61\nGraph consistency label: supported_by_verification_signal\nNodes: 36\nEdges: 63\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'pr_file': 4, 'blueprint_finding': 3, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 10, 'comment_chain_touches_file': 8, 'comment_chain_links_commit': 7, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'dependency_or_build': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'assumption_check': 6, '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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-03da4978ad4fbca2", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341612, "scanner": "foundry_dataset", "fingerprint": "1b25ed608ad02e73a7f19dcd4c22fb2a0f7a6450acedc54d3e94d78103a65f74", "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": {"bug_fix": 1, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "source_or_other": 2, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "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": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 84, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 3, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 4, "comment_chain_links_commit": 10, "comment_chain_touches_file": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 43, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "pr_file": 4, "alignment": 6, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#59", "issue_number": "59", "quality_tiers": {"high_confidence": 4, "assumption_check": 6, "weak_supervision": 2}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-34a793db57c802d5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 14, "source_or_other": 14}}, "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#59\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#59\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#59\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 59\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 84\nNode types: {'link_quality': 12, 'commit': 6, 'alignment': 6, 'pr_file': 4, 'comment_chain': 4, 'comment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 16, 'chain_has_link_quality': 12, 'comment_chain_links_commit': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_touches_file': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'issue_chain_touches_file': 4, 'thread_has_comment': 3, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'ambiguous_needs_more_evidence': 5, 'verification_or_tests': 4, 'comment_has_related_commit_context': 3, 'human_feedback_general': 2, 'docs_or_claims': 2, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 4, 'weak_supervision': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-620cf31bf75fcff4", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341611, "scanner": "foundry_dataset", "fingerprint": "ae2565feb287fd833d9eaf7d635866d09b06eb66b93f48e862e5dfa2dba5979c", "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": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 2, "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": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 38, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#50", "issue_number": "50", "quality_tiers": {"high_confidence": 5, "assumption_check": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-aef687636216dd36", "graph_gold_label": "supported_by_verification_signal", "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_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#50\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#50\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#50\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 50\nGraph consistency label: supported_by_verification_signal\nNodes: 38\nEdges: 57\nNode types: {'link_quality': 11, 'commit': 8, 'alignment': 6, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 12, 'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'bug_fix': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 5}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-8fbb9d36ba64fcca", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341610, "scanner": "foundry_dataset", "fingerprint": "ee06d436dec01f8d8a0cc7b1b162de11c98553beb3f4682c1b5c6fec921fed7d", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 8, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 29, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#5", "issue_number": "5", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-cefa464ce5aaf098", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#5\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#5\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#5\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 5\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'commit': 8, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 8, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-0771ae57734d5ca3", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341609, "scanner": "foundry_dataset", "fingerprint": "f8e7d9639adfde509d85f6f58cadb04fe6bfabe4ce55a8cdaaf2501a727df11f", "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, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 6, "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": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#43", "issue_number": "43", "quality_tiers": {"unresolved": 2, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-946d71eefe9c4f43", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#43\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#43\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 43\nGraph consistency label: weak_supervision_needs_review\nNodes: 35\nEdges: 50\nNode types: {'link_quality': 11, 'alignment': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 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: {'blueprint_human_gap_alignment': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 3, 'unresolved': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-9612d0da4c642e50", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341608, "scanner": "foundry_dataset", "fingerprint": "d5a70cf02d766613308309ae87444fb961d13f3ba37bf7c3631f7fd9ee9e8e32", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "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": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#42", "issue_number": "42", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c0d796c249035c90", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#42\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#42\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 42\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 33\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-ff48ab2ceaf9209e", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341607, "scanner": "foundry_dataset", "fingerprint": "e30173f17bcad16da760d70fac8b83c3b726d2ff43ebd2d46c06695ba2d572c7", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "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": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#39", "issue_number": "39", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 1}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6323d45adf3a1287", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#39\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#39\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#39\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 39\nGraph consistency label: supported_by_high_confidence_link\nNodes: 26\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'feature': 1, 'test_gap_without_verification_commit': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 1}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-053e8559c9f075ec", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341606, "scanner": "foundry_dataset", "fingerprint": "6f684f225ef4e565cb52c3b548c5ebc1e490baf2109eb2f427500fbcdf0acae3", "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, "weak blueprint fit": 1, "security_auth_secret": 1, "partial blueprint fit": 2, "verification_or_tests": 11, "human_feedback_general": 3, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 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": 2, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#38", "issue_number": "38", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e5a90f2f42172752", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#38\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 57\nNode types: {'commit': 11, 'link_quality': 10, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-47d3a9432f9142bb", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341605, "scanner": "foundry_dataset", "fingerprint": "0885366119e59bd5d9212117e5e4feb34a89bb3d320d06d641cdaeed15a105ac", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 10, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#36", "issue_number": "36", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2a742d1865449872", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#36\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#36\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#36\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 36\nGraph consistency label: weak_supervision_needs_review\nNodes: 31\nEdges: 38\nNode types: {'commit': 10, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b182d7899d86d1c0", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341604, "scanner": "foundry_dataset", "fingerprint": "0496a1e00b2ebdadeb4c5377386e8237df433e989e40d607e4d623f8eafd33bb", "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, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 11, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#34", "issue_number": "34", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-61f6cdafd88676e9", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#34\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#34\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 34\nGraph consistency label: weak_supervision_needs_review\nNodes: 44\nEdges: 64\nNode types: {'link_quality': 12, 'commit': 11, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'positive_human_signal': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 5, 'unresolved': 1}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-896f79dfdeb3e13f", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341603, "scanner": "foundry_dataset", "fingerprint": "5145a3e7bb4e602d27971843dc44e4358a40475edba8e719f7b3646acfd8361d", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 9, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 48, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#30", "issue_number": "30", "quality_tiers": {"assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2a62a6f3ea7f1523", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#30\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#30\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#30\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 30\nGraph consistency label: weak_supervision_needs_review\nNodes: 33\nEdges: 48\nNode types: {'commit': 9, 'link_quality': 8, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-82417499f82cceeb", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341602, "scanner": "foundry_dataset", "fingerprint": "8facd1d0a854e95be105f02ff8c722bdde63399c20e0f515fab709697f20ca60", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 51, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#29", "issue_number": "29", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a7c97067dc6c752d", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#29\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#29\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#29\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 29\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 51\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 13, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'human_feedback_general': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-defec81ed5f6e70f", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341601, "scanner": "foundry_dataset", "fingerprint": "4c252877a11355564c86fec9b882d2eec64e8566f13aeaa30b67c0547271bace", "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, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#28", "issue_number": "28", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e0bad1b2d117ca31", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#28\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#28\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#28\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 28\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 52\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-b93fd7aabb7b3498", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341600, "scanner": "foundry_dataset", "fingerprint": "763d3e8c0a08ac9d0d9aa955a51e2283bbe46567049e147dc75e940d1cec2490", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 9, "human_feedback_general": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#27", "issue_number": "27", "quality_tiers": {"assumption_check": 3, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f4c688642a2bc140", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#27\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#27\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#27\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 27\nGraph consistency label: weak_supervision_needs_review\nNodes: 36\nEdges: 52\nNode types: {'commit': 9, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 6, 'comment_has_related_commit_context': 4, 'human_feedback_general': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-03fc55329180a2e2", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341599, "scanner": "foundry_dataset", "fingerprint": "d7c8e567f6f552ee2152173a6ae4e3b5e7d1c62e5ce3da302f2894ada2c92eff", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 12, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 4, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 45, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#26", "issue_number": "26", "quality_tiers": {"assumption_check": 6, "weak_supervision": 6}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d64ff1530c730b0a", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#26\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#26\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#26\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 26\nGraph consistency label: weak_supervision_needs_review\nNodes: 45\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 12, 'ambiguous_needs_more_evidence': 6, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 4, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-84e1e6749c6e6c50", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341598, "scanner": "foundry_dataset", "fingerprint": "cd9e116db976c80587dc4eb3b01c502855bcdecbc450127fb62d26f85be2a74a", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 7, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 56, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 11, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 37, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#24", "issue_number": "24", "quality_tiers": {"assumption_check": 6, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-72448fdbad0e22f6", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#24\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#24\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#24\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 24\nGraph consistency label: weak_supervision_needs_review\nNodes: 37\nEdges: 56\nNode types: {'link_quality': 11, 'commit': 7, 'alignment': 6, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'chain_has_link_quality': 11, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'verification_or_tests': 7, 'blueprint_human_gap_alignment': 6, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 5}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-7220e2fdeaeb9b09", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341597, "scanner": "foundry_dataset", "fingerprint": "e6f1bba535b2a62e6ca3a2116963becec4589fddcc1e8839056ca4f0992d5dc4", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 10, "human_feedback_general": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 8, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 6, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 16}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 66, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#21", "issue_number": "21", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9285d401ecddc660", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#21\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#21\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#21\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 21\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 66\nNode types: {'link_quality': 11, 'commit': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 18, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'ambiguous_needs_more_evidence': 8, 'comment_has_related_commit_context': 6, 'human_feedback_general': 5, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 16}\nQuality tiers: {'weak_supervision': 5, 'high_confidence': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-f7759aa9edbada2e", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341596, "scanner": "foundry_dataset", "fingerprint": "ff5b480c6bf1053cd4136879b58c8749269a54e999b594bbdc6448701210997c", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#20", "issue_number": "20", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1017b69930bebdd4", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#20\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#20\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 20\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-706ed615ca9a07c9", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341595, "scanner": "foundry_dataset", "fingerprint": "fe42f76b20612a71974bcb5cec272d4cfedd450eab97f7f283a5f79221b0e71b", "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, "runtime_failure": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "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, "blueprint_human_gap_alignment": 3, "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": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 29, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#18", "issue_number": "18", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a7fe41e624489786", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#18\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#18\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 18\nGraph consistency label: weak_supervision_needs_review\nNodes: 29\nEdges: 38\nNode types: {'link_quality': 8, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-28c3ef5b3c2ced61", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341594, "scanner": "foundry_dataset", "fingerprint": "2337b2f6facb0797381ef245d337932d9163e9e04f3fb5115dcafd2a7de39dde", "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": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "positive_human_signal": 1, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_positive_or_acceptance_signal": 3, "positive_feedback_with_related_change": 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": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 2, "human_positive_or_acceptance_signal": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 43, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#13", "issue_number": "13", "quality_tiers": {"high_confidence": 3, "assumption_check": 3, "weak_supervision": 2}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8bddc385aad54e5a", "graph_gold_label": "supported_by_verification_signal", "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_verification_signal\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#13\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#13\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#13\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 13\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 43\nNode types: {'link_quality': 8, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'human_positive_or_acceptance_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'human_feedback_general': 1, 'test_ci_gap': 1, 'positive_feedback_with_related_change': 1, 'bug_fix': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'weak blueprint fit': 1}\nOutcomes: {'human_positive_or_acceptance_signal': 6, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3, 'weak_supervision': 2}\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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-516e66626d77b3ed", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341593, "scanner": "foundry_dataset", "fingerprint": "121a9cdf17e577ca9ebf2d65ffc301650c70b2039ec3bad0946cb1fe9afa2f56", "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, "commit_general": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#12", "issue_number": "12", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2067939d71aa8c38", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#12\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#12\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#12\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 12\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-0f112f878683313c", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341592, "scanner": "foundry_dataset", "fingerprint": "d3e1497ac3573a7b60a89fbeed90129a82db03a0ba2226acbd3d1585363f9a8c", "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, "commit_general": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#10", "issue_number": "10", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1ea3e69d2cd053ef", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#10\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#10\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#10\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 10\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-2ce06558fe3fb3ba", "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": "yeh0211/Yeh-Capital-Public", "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: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 341591, "scanner": "foundry_dataset", "fingerprint": "ede03ad3d9e99d763214c6637532131c444180af74c457c5c982f431779dd2c0", "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, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#1", "issue_number": "1", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d09e55eafa77122a", "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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#1\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: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#1\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#1\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 1\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 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/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-a9f2142b4fe99f36", "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": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 323878, "scanner": "foundry_dataset", "fingerprint": "677be5aeae8b01479c7559a1716ede8a57877f34751202e83fd982d026c73869", "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": "yeh0211/Yeh-Capital-Public#54", "human_labels": ["agent_instruction_gap"], "issue_number": "54", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "self_attested_unverified", "source_backed": true, "max_confidence": 0.642, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d2c7ea38b8c9b483", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#54\nOutcome: self_attested_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: yeh0211/Yeh-Capital-Public#54\nRepo: yeh0211/Yeh-Capital-Public\nThread label: thread_has_human_issue_and_fix_context\nOutcome: self_attested_unverified\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-697cea2a707240c7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/54\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/54\\nTitle: Study 30: name the tool (MiroFish / OASIS / gpt-5.5)\\nBody:\\nFollow-up to #53, which merged the generic draft just as the naming edits were being prepared. This applies the reviewer's decision: disclose the engine (**MiroFish**, `github.com/666ghj/MiroFish`), the underlying framework (**OASIS**, from CAMEL-AI), and the model (**gpt-5.5**).\\n\\nStill withheld per house clean-output rules: the LLM proxy, the agent-memory service, and all credentials.\\n\\nDiff is small \u2014 four prose spots in the README + the meta question/finding + the regenerated index row. Not merged \u2014 awaiting review.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  },\n  {\n    \"id\": \"github-feedback-comment-2b92ad1406631ad4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/yeh0211/Yeh-Capital-Public/pull/54#issuecomment-4698517809\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: yeh0211/Yeh-Capital-Public\\nAuthor: yeh0211 (User)\\nURL: https://github.com/yeh0211/Yeh-Capital-Public/pull/54#issuecomment-4698517809\\nTitle: \\nBody:\\nSuperseded: study 30 is being reframed into the forecast deliverable (the LLM players' future), which folds in the tool naming and removes the proxy mention. One clean rewrite PR to follow.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8fd108957ae8d032\", \"evidence-chain-comment_to_commit-69ff81164451c3bc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: yeh0211/Yeh-Capital-Public\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_need\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "comment-chain-pattern-bad_chains-f43f728d2eda7079", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "yeh0211/Yeh-Capital-Public", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 335304, "scanner": "foundry_dataset", "fingerprint": "a28fcdda601ed2057931aee37c14c801763dd8ef55d65ab73824e5a248311c12", "category": "auth", "severity": "critical", "confidence": 0.78, "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": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "commit_general": 1, "dependency_or_build": 2, "security_auth_secret": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "comment_has_related_commit_context": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 22, "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": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#51", "issue_number": "51", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d29dfe17331e0c69", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#51\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#51\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#51\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 51\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 22\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, '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: {'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'bug_fix': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-3406a5c41f8868cc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "yeh0211/Yeh-Capital-Public", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: yeh0211/Yeh-Capital-Public"}, "properties": {"repobilityId": 335303, "scanner": "foundry_dataset", "fingerprint": "5cf3d9049dae339e27f3baad6fc972a3789ff5894da41dcf52859c36fb661c36", "category": "auth", "severity": "critical", "confidence": 0.78, "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": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 1, "security_auth_secret": 1, "partial blueprint fit": 2, "verification_or_tests": 11, "human_feedback_general": 3, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "yeh0211/Yeh-Capital-Public#38", "issue_number": "38", "quality_tiers": {"unresolved": 2, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "yeh0211/Yeh-Capital-Public", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7a9b4e74a0a29b9b", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "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: weak_supervision_needs_review\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: yeh0211/Yeh-Capital-Public\nThread: yeh0211/Yeh-Capital-Public#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: yeh0211/Yeh-Capital-Public#38\nRepo: yeh0211/Yeh-Capital-Public\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 57\nNode types: {'commit': 11, 'link_quality': 10, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 11, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 3, 'comment_has_related_commit_context': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/yeh0211/Yeh-Capital-Public", "source_id": "graph-query-motif_query-3ed11edec5f23d1b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": 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