{"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: tedthizzy/ai-bubble", "shortDescription": {"text": "Foundry mined unresolved feedback: tedthizzy/ai-bubble"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#4\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#4\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tedthizzy/ai-bubble#4\nRepo: tedthizzy/ai-bubble\nIssue/PR number: 4\nGraph consistency label: needs_more_evidence\nNodes: 10\nEdges: 14\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: tedthizzy/ai-bubble", "shortDescription": {"text": "Foundry mined bad chains: tedthizzy/ai-bubble"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#4\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tedthizzy/ai-bubble#4\nRepo: tedthizzy/ai-bubble\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-6ecc793c9f41aede\",\n \"kind\": \"pull_request_body\",\n \"label\": \"runtime_failure\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com"}, "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: tedthizzy/ai-bubble", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: tedthizzy/ai-bubble"}, "fullDescription": {"text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#3\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#3\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tedthizzy/ai-bubble#3\nRepo: tedthizzy/ai-bubble\nIssue/PR number: 3\nGraph consistency label: needs_more_evidence\nNodes: 10\nEdges: 14\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: "}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-d86614f9e352c3b0", "name": "Possibly dead Python function: progress", "shortDescription": {"text": "Possibly dead Python function: progress"}, "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-bd34db8afa3c5337", "name": "Possibly dead Python function: progress", "shortDescription": {"text": "Possibly dead Python function: progress"}, "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-fe6b04c40b8805cd", "name": "Possibly dead Python function: primary_counterparty", "shortDescription": {"text": "Possibly dead Python function: primary_counterparty"}, "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-6fcc45a477dd68a6", "name": "Possibly dead Python function: is_high_severity", "shortDescription": {"text": "Possibly dead Python function: is_high_severity"}, "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-577c9ebfcf3c10f4", "name": "Possibly dead Python function: with_human_override", "shortDescription": {"text": "Possibly dead Python function: with_human_override"}, "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-98bbc100dbed70d4", "name": "Possibly dead Python function: fetch_data", "shortDescription": {"text": "Possibly dead Python function: fetch_data"}, "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-2480020a44549cba", "name": "Possibly dead Python function: llm_extract", "shortDescription": {"text": "Possibly dead Python function: llm_extract"}, "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-64b8b6162975b4fd", "name": "Possibly dead Python function: decide", "shortDescription": {"text": "Possibly dead Python function: decide"}, "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-4d821290884cd496", "name": "Possibly dead Python function: run_edgar_extraction", "shortDescription": {"text": "Possibly dead Python function: run_edgar_extraction"}, "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-32b816d28741d12f", "name": "Possibly dead Python function: summarize_collateral_name_sanity", "shortDescription": {"text": "Possibly dead Python function: summarize_collateral_name_sanity"}, "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-38a3ae9904ebc1b7", "name": "Possibly dead Python function: queue_items_for", "shortDescription": {"text": "Possibly dead Python function: queue_items_for"}, "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-a1b66c500fa99860", "name": "Possibly dead Python function: permits_for", "shortDescription": {"text": "Possibly dead Python function: permits_for"}, "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-25a84689a75fdf6c", "name": "Possibly dead Python function: equipment_for", "shortDescription": {"text": "Possibly dead Python function: equipment_for"}, "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-3f035989a0b985a0", "name": "Possibly dead Python function: observations_for", "shortDescription": {"text": "Possibly dead Python function: observations_for"}, "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-f1a6a7c3c15c3d21", "name": "Possibly dead Python function: handle_starttag", "shortDescription": {"text": "Possibly dead Python function: handle_starttag"}, "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-7abeb4dfcf7359f6", "name": "Possibly dead Python function: handle_endtag", "shortDescription": {"text": "Possibly dead Python function: handle_endtag"}, "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-bb483dd22bdc439e", "name": "Possibly dead Python function: handle_data", "shortDescription": {"text": "Possibly dead Python function: handle_data"}, "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-c60e5ba5f9c992a4", "name": "Possibly dead Python function: to_tranche_csv_row", "shortDescription": {"text": "Possibly dead Python function: to_tranche_csv_row"}, "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-f9e3e616dd4077bd", "name": "Possibly dead Python function: is_ecosystem_deal", "shortDescription": {"text": "Possibly dead Python function: is_ecosystem_deal"}, "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-d52447edbbc11024", "name": "Possibly dead Python function: load_edges", "shortDescription": {"text": "Possibly dead Python function: load_edges"}, "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-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-53850fe4cd778181", "name": "Possible secret in scripts/install_gds_neo4j_desktop.sh", "shortDescription": {"text": "Possible secret in scripts/install_gds_neo4j_desktop.sh"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-1f754e152a83e2c7", "name": "Insecure pattern 'direct_innerhtml_assignment' in viz/track_record.html:102", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in viz/track_record.html:102"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-92260c137c1b4413", "name": "Insecure pattern 'weak_hash' in viz/graph_data.json:1", "shortDescription": {"text": "Insecure pattern 'weak_hash' in viz/graph_data.json:1"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d215b1057fdf3561", "name": "Insecure pattern 'direct_innerhtml_assignment' in viz/index.html:197", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in viz/index.html:197"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-27924aa79fa4a517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "astral-sh/setup-uv@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-90582dcbededfc78", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/deploy-pages@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a8f86925e678434c", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f2743e4c5f8c0307", "name": "Very large file: tests/analysis/test_materiality_adjudication.py (7658 lines)", "shortDescription": {"text": "Very large file: tests/analysis/test_materiality_adjudication.py (7658 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-dfa3263d1bc8c2c4", "name": "Very large file: scripts/generate_final_burry_report.py (5019 lines)", "shortDescription": {"text": "Very large file: scripts/generate_final_burry_report.py (5019 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-9285f85922b99e91", "name": "Very large file: src/bubble/ingestion/compute/edgar_extraction.py (1465 lines)", "shortDescription": {"text": "Very large file: src/bubble/ingestion/compute/edgar_extraction.py (1465 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-b387a9e288eedf04", "name": "Very large file: src/bubble/ingestion/edgar/document_acquisition.py (2539 lines)", "shortDescription": {"text": "Very large file: src/bubble/ingestion/edgar/document_acquisition.py (2539 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-6a65a2343af6dc8f", "name": "Very large file: src/bubble/analysis/materiality_adjudication_results.py (3809 lines)", "shortDescription": {"text": "Very large file: src/bubble/analysis/materiality_adjudication_results.py (3809 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-0b11bbe8c0c2e97a", "name": "Very large file: src/bubble/analysis/review_queue.py (1309 lines)", "shortDescription": {"text": "Very large file: src/bubble/analysis/review_queue.py (1309 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-48e74755c14d30fb", "name": "Very large file: src/bubble/analysis/capital_exposure_graph.py (2597 lines)", "shortDescription": {"text": "Very large file: src/bubble/analysis/capital_exposure_graph.py (2597 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-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 223 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-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "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-0c6aa3184c98825b", "name": "Commented-code block (6 lines) in tests/test_expectations_inversion.py:113", "shortDescription": {"text": "Commented-code block (6 lines) in tests/test_expectations_inversion.py:113"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cf1a43ddd9dec40c", "name": "Commented-code block (5 lines) in tests/quality/test_claim_semantics.py:146", "shortDescription": {"text": "Commented-code block (5 lines) in tests/quality/test_claim_semantics.py:146"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5bbace167fcefabf", "name": "Legacy-named symbol `explicit_debt_tranche_context_v1` in tests/ingestion/test_edgar_document_acquisition.py:413", "shortDescription": {"text": "Legacy-named symbol `explicit_debt_tranche_context_v1` in tests/ingestion/test_edgar_document_acquisition.py:413"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e97e966349c83e5b", "name": "Legacy-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_capital_structure.py:203", "shortDescription": {"text": "Legacy-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_capital_structure.py:203"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6c91c12e087218cc", "name": "Legacy-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_review_queue.py:40", "shortDescription": {"text": "Legacy-named symbol `deterministic_edgar_agreement_v1` in tests/analysis/test_review_queue.py:40"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e3fec353c07167c9", "name": "Commented-code block (9 lines) in scripts/generate_final_burry_report.py:2747", "shortDescription": {"text": "Commented-code block (9 lines) in scripts/generate_final_burry_report.py:2747"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bc43d2e6fc54926d", "name": "Commented-code block (6 lines) in scripts/refresh_live_overlay.py:108", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/refresh_live_overlay.py:108"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-13faeea8bd8f6892", "name": "Commented-code block (5 lines) in scripts/workflows/phase3_deep_dive.workflow.js:3", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/workflows/phase3_deep_dive.workflow.js:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"source_or_other": 1, "security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 14, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 10, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "tedthizzy/ai-bubble#2", "issue_number": "2", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tedthizzy/ai-bubble", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-26d4be4402e848b8", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#2\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: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#2\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tedthizzy/ai-bubble#2\nRepo: tedthizzy/ai-bubble\nIssue/PR number: 2\nGraph consistency label: needs_more_evidence\nNodes: 10\nEdges: 14\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tedthizzy/ai-bubble", "source_id": "graph-query-motif_query-ebf4210ea2c9f65e", "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": "tedthizzy/ai-bubble", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tedthizzy/ai-bubble"}, "properties": {"repobilityId": 467383, "scanner": "foundry_dataset", "fingerprint": "6ef1b6f2235fb52a9e8ad1ac4065dc2681ef6187c419436c9d415234119c940e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"source_or_other": 1, "security_auth_secret": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "tedthizzy/ai-bubble#1", "issue_number": "1", "quality_tiers": {"unresolved": 4}, "repo_full_name": "tedthizzy/ai-bubble", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-83000623837c2a6e", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"source_or_other": 5}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#1\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#1\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tedthizzy/ai-bubble#1\nRepo: tedthizzy/ai-bubble\nIssue/PR number: 1\nGraph consistency label: needs_more_evidence\nNodes: 13\nEdges: 20\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'source_or_other': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tedthizzy/ai-bubble", "source_id": "graph-query-motif_query-21ad2d3df2775dfa", "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": "tedthizzy/ai-bubble", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tedthizzy/ai-bubble"}, "properties": {"repobilityId": 445060, "scanner": "foundry_dataset", "fingerprint": "746975441ade4dce14ac96d687d7c8fcd3164f414cb82acd4bb585947702579a", "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": "tedthizzy/ai-bubble#4", "human_labels": ["runtime_failure", "source_or_other"], "issue_number": "4", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "tedthizzy/ai-bubble", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-d00f32df1766c456", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 3, "docs": 4, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 0, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 3, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#4\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tedthizzy/ai-bubble#4\nRepo: tedthizzy/ai-bubble\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-6ecc793c9f41aede\",\n \"kind\": \"pull_request_body\",\n \"label\": \"runtime_failure\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/tedthizzy/ai-bubble/pull/4\",\n \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tedthizzy/ai-bubble\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tedthizzy/ai-bubble/pull/4\\nTitle: chore(deps): bump starlette from 1.2.1 to 1.3.1\\nBody:\\nBumps [starlette](https://github.com/Kludex/starlette) from 1.2.1 to 1.3.1.\\n
\\nRelease notes\\n

Sourced from starlette's releases.

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Version 1.3.1

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What's Changed

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\\nCommits\\n\\n
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\\n\\n\\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/bad\"\n }\n]\nChanged files:\n[\n {\n \"id\": \"github-pr-file-file-370ded18065b46bf\",\n \"filename\": \"uv.lock\",\n \"label\": \"source_or_other\",\n \"status\": \"modified\",\n \"additions\": 45,\n \"deletions\": 45,\n \"changes\": 90,\n \"blob_url\": \"https://github.com/tedthizzy/ai-bubble/blob/745ba04ae50bfe62926b17927d7ccd2ee771564e/uv.lock\"\n }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-084e7fb201c6a2ed\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tedthizzy/ai-bubble\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_a\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tedthizzy/ai-bubble", "source_id": "comment-chain-pattern-bad_chains-28719e6bfb69bee3", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "tedthizzy/ai-bubble", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tedthizzy/ai-bubble"}, "properties": {"repobilityId": 445058, "scanner": "foundry_dataset", "fingerprint": "f251494b41827001757183df064bf7e8203358b62fcd37498f833149b29dbf53", "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": "tedthizzy/ai-bubble#2", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "2", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "tedthizzy/ai-bubble", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-28d150b7539cf43b", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 3, "docs": 4, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 0, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 3, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tedthizzy/ai-bubble\nThread: tedthizzy/ai-bubble#2\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tedthizzy/ai-bubble#2\nRepo: tedthizzy/ai-bubble\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n {\n \"id\": \"github-feedback-comment-cf38cd560efc0077\",\n \"kind\": \"pull_request_body\",\n \"label\": \"security_auth_secret\",\n \"polarity\": \"bad\",\n \"url\": \"https://github.com/tedthizzy/ai-bubble/pull/2\",\n \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tedthizzy/ai-bubble\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tedthizzy/ai-bubble/pull/2\\nTitle: chore(deps): bump python-multipart from 0.0.30 to 0.0.31\\nBody:\\nBumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.30 to 0.0.31.\\n
\\nRelease notes\\n

Sourced from python-multipart's releases.

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Version 0.0.31

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What's Changed

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