{"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": "scanner-2713ea7518a04f78", "name": "Possibly dead Python function: shipped_titles_as_df", "shortDescription": {"text": "Possibly dead Python function: shipped_titles_as_df"}, "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-768fa804a1831f07", "name": "Possibly dead Python function: append_dismissed_candidate", "shortDescription": {"text": "Possibly dead Python function: append_dismissed_candidate"}, "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-3650cbdfd98dd87b", "name": "Possibly dead Python function: set_video_status", "shortDescription": {"text": "Possibly dead Python function: set_video_status"}, "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-0258982e1c68799d", "name": "Possibly dead Python function: classify", "shortDescription": {"text": "Possibly dead Python function: classify"}, "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-11c64813f6c1dd0d", "name": "Possibly dead Python function: yt_data", "shortDescription": {"text": "Possibly dead Python function: yt_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-940e7e7de3dcf62f", "name": "Possibly dead Python function: yt_analytics", "shortDescription": {"text": "Possibly dead Python function: yt_analytics"}, "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-2be26d5b5164235d", "name": "Possibly dead Python function: iso_date", "shortDescription": {"text": "Possibly dead Python function: iso_date"}, "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-ddbb44c123e9bcab", "name": "Possibly dead Python function: set_video_status", "shortDescription": {"text": "Possibly dead Python function: set_video_status"}, "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-0711019e5fd50da2", "name": "Possibly dead Python function: apply_pattern_to_candidate", "shortDescription": {"text": "Possibly dead Python function: apply_pattern_to_candidate"}, "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-20cd579902c4174d", "name": "Possibly dead Python function: split_candidates_by_cluster", "shortDescription": {"text": "Possibly dead Python function: split_candidates_by_cluster"}, "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-f7a8232a0fce9611", "name": "Possibly dead Python function: add_from_candidate", "shortDescription": {"text": "Possibly dead Python function: add_from_candidate"}, "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-f60e020aee3cd2b9", "name": "Possibly dead Python function: update_item", "shortDescription": {"text": "Possibly dead Python function: update_item"}, "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-bc84f2a4934180a7", "name": "Possibly dead Python function: delete_item", "shortDescription": {"text": "Possibly dead Python function: delete_item"}, "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-ee00def4dffc1365", "name": "Possibly dead Python function: auto_promote_vidiq_scores", "shortDescription": {"text": "Possibly dead Python function: auto_promote_vidiq_scores"}, "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-8b733c2032e028b7", "name": "Possibly dead Python function: is_invalidated", "shortDescription": {"text": "Possibly dead Python function: is_invalidated"}, "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-4c3dd826b09f7cc5", "name": "Possibly dead Python function: log_thumbnail_text_result", "shortDescription": {"text": "Possibly dead Python function: log_thumbnail_text_result"}, "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-5426faef0fefdfeb", "name": "Possibly dead Python function: log_suno_result", "shortDescription": {"text": "Possibly dead Python function: log_suno_result"}, "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-66b2906c881fb08c", "name": "Possibly dead Python function: log_approval", "shortDescription": {"text": "Possibly dead Python function: log_approval"}, "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-06c76bbd3e1a7a5c", "name": "Possibly dead Python function: append_to_bank", "shortDescription": {"text": "Possibly dead Python function: append_to_bank"}, "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-3c127631aca1462a", "name": "Possibly dead Python function: mood_from_problem_kw", "shortDescription": {"text": "Possibly dead Python function: mood_from_problem_kw"}, "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-a874f14776c21d09", "name": "Possibly dead Python function: build_ask_prompt", "shortDescription": {"text": "Possibly dead Python function: build_ask_prompt"}, "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-f3e9e987d964d578", "name": "Possibly dead Python function: append_to_cache", "shortDescription": {"text": "Possibly dead Python function: append_to_cache"}, "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-77a464701f01cedf", "name": "Possible secret in README.md", "shortDescription": {"text": "Possible secret in README.md"}, "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-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-b385e6bfe800d641", "name": "Very large file: dashboard.py (3820 lines)", "shortDescription": {"text": "Very large file: dashboard.py (3820 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": "1 test file(s) for 38 source file(s) (ratio 0.03). 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 225 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-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. 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": "low", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "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-2c5f98b152cddb6d", "name": "Agent authority lacks a verifier contract: .claude/launch.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/launch.json"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8bc07dbdcae8ec22", "name": "Legacy-named symbol `has_legacy` in dashboard.py:1699", "shortDescription": {"text": "Legacy-named symbol `has_legacy` in dashboard.py:1699"}, "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-58f7ba95e1b2e433", "name": "Commented-code block (5 lines) in dashboard.py:990", "shortDescription": {"text": "Commented-code block (5 lines) in dashboard.py:990"}, "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-598b5e0c487acada", "name": "Stub function `set_video_status` (body is just `pass`/`return`) \u2014 dashboard.py:20", "shortDescription": {"text": "Stub function `set_video_status` (body is just `pass`/`return`) \u2014 dashboard.py:20"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-328e192251889fe2", "name": "Stub function `_save_overrides` (body is just `pass`/`return`) \u2014 brief_queue.py:46", "shortDescription": {"text": "Stub function `_save_overrides` (body is just `pass`/`return`) \u2014 brief_queue.py:46"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9f5bdaed1ed3721d", "name": "Commented-code block (5 lines) in pipeline/config.py:28", "shortDescription": {"text": "Commented-code block (5 lines) in pipeline/config.py:28"}, "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-977baea0138eb693", "name": "Legacy-named symbol `competitor_snapshots_v2` in pipeline/snapshot_competitors_with_views.py:6", "shortDescription": {"text": "Legacy-named symbol `competitor_snapshots_v2` in pipeline/snapshot_competitors_with_views.py:6"}, "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-319aaa4a094a27ee", "name": "Commented-code block (6 lines) in pipeline/scoring.py:31", "shortDescription": {"text": "Commented-code block (6 lines) in pipeline/scoring.py:31"}, "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}}]}}, "automationDetails": {"id": "repobility/22270"}, "properties": {"repository": "vini0894/raga-focus-dashboard", "repoUrl": "https://github.com/vini0894/raga-focus-dashboard", "branch": "main"}, "results": [{"ruleId": "scanner-2713ea7518a04f78", "level": "note", "message": {"text": "Possibly dead Python function: shipped_titles_as_df"}, "properties": {"repobilityId": "abcfc459dbded72d", "scanner": "scanner-primary", "fingerprint": "2713ea7518a04f78", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "storage.py:190"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-768fa804a1831f07", "level": "note", "message": {"text": "Possibly dead Python function: append_dismissed_candidate"}, "properties": {"repobilityId": "bf5f3da80f53fbdb", "scanner": "scanner-primary", "fingerprint": "768fa804a1831f07", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "storage.py:222"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3650cbdfd98dd87b", "level": "note", "message": {"text": "Possibly dead Python function: set_video_status"}, "properties": {"repobilityId": "960c04caa92f9549", "scanner": "scanner-primary", "fingerprint": "3650cbdfd98dd87b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py:20"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0258982e1c68799d", "level": "note", "message": {"text": "Possibly dead Python function: classify"}, "properties": {"repobilityId": "4ae68d90aaac82d9", "scanner": "scanner-primary", "fingerprint": "0258982e1c68799d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py:835"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-11c64813f6c1dd0d", "level": "note", "message": {"text": "Possibly dead Python function: yt_data"}, "properties": {"repobilityId": "deb096d51f34af2b", "scanner": "scanner-primary", "fingerprint": "11c64813f6c1dd0d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "auth.py:69"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-940e7e7de3dcf62f", "level": "note", "message": {"text": "Possibly dead Python function: yt_analytics"}, "properties": {"repobilityId": "0d9d6d60e6f8b6b2", "scanner": "scanner-primary", "fingerprint": "940e7e7de3dcf62f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "auth.py:74"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2be26d5b5164235d", "level": "note", "message": {"text": "Possibly dead Python function: iso_date"}, "properties": {"repobilityId": "9e33d67d4fef9673", "scanner": "scanner-primary", "fingerprint": "2be26d5b5164235d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "auth.py:79"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ddbb44c123e9bcab", "level": "note", "message": {"text": "Possibly dead Python function: set_video_status"}, "properties": {"repobilityId": "960c04caa92f9549", "scanner": "scanner-primary", "fingerprint": "ddbb44c123e9bcab", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "production_queue.py:45"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0711019e5fd50da2", "level": "note", "message": {"text": "Possibly dead Python function: apply_pattern_to_candidate"}, "properties": {"repobilityId": "5379a25131af811b", "scanner": "scanner-primary", "fingerprint": "0711019e5fd50da2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/competitor_patterns.py:107"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-20cd579902c4174d", "level": "note", "message": {"text": "Possibly dead Python function: split_candidates_by_cluster"}, "properties": {"repobilityId": "625264554c9f4d19", "scanner": "scanner-primary", "fingerprint": "20cd579902c4174d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/generate_ideas.py:62"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f7a8232a0fce9611", "level": "note", "message": {"text": "Possibly dead Python function: add_from_candidate"}, "properties": {"repobilityId": "2ccfe42d4af5d01d", "scanner": "scanner-primary", "fingerprint": "f7a8232a0fce9611", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/idea_queue.py:51"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f60e020aee3cd2b9", "level": "note", "message": {"text": "Possibly dead Python function: update_item"}, "properties": {"repobilityId": "d10c526d9438618c", "scanner": "scanner-primary", "fingerprint": "f60e020aee3cd2b9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/idea_queue.py:120"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bc84f2a4934180a7", "level": "note", "message": {"text": "Possibly dead Python function: delete_item"}, "properties": {"repobilityId": "438eb08b99dd3d53", "scanner": "scanner-primary", "fingerprint": "bc84f2a4934180a7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/idea_queue.py:135"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ee00def4dffc1365", "level": "note", "message": {"text": "Possibly dead Python function: auto_promote_vidiq_scores"}, "properties": {"repobilityId": "e8b0a8f7279913da", "scanner": "scanner-primary", "fingerprint": "ee00def4dffc1365", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/persistence.py:49"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8b733c2032e028b7", "level": "note", "message": {"text": "Possibly dead Python function: is_invalidated"}, "properties": {"repobilityId": "3e972d0e1c8909ca", "scanner": "scanner-primary", "fingerprint": "8b733c2032e028b7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/persistence.py:139"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4c3dd826b09f7cc5", "level": "note", "message": {"text": "Possibly dead Python function: log_thumbnail_text_result"}, "properties": {"repobilityId": "8c4c11b64203dfbb", "scanner": "scanner-primary", "fingerprint": "4c3dd826b09f7cc5", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/persistence.py:153"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5426faef0fefdfeb", "level": "note", "message": {"text": "Possibly dead Python function: log_suno_result"}, "properties": {"repobilityId": "15326369fc3dfa6a", "scanner": "scanner-primary", "fingerprint": "5426faef0fefdfeb", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/persistence.py:170"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-66b2906c881fb08c", "level": "note", "message": {"text": "Possibly dead Python function: log_approval"}, "properties": {"repobilityId": "e85824b416bc5dfe", "scanner": "scanner-primary", "fingerprint": "66b2906c881fb08c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/persistence.py:197"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-06c76bbd3e1a7a5c", "level": "note", "message": {"text": "Possibly dead Python function: append_to_bank"}, "properties": {"repobilityId": "58c71a7302cb68ee", "scanner": "scanner-primary", "fingerprint": "06c76bbd3e1a7a5c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/discover_thumbnail_hooks.py:172"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3c127631aca1462a", "level": "note", "message": {"text": "Possibly dead Python function: mood_from_problem_kw"}, "properties": {"repobilityId": "b60e0ba2a9a64396", "scanner": "scanner-primary", "fingerprint": "3c127631aca1462a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/raga_validator.py:50"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a874f14776c21d09", "level": "note", "message": {"text": "Possibly dead Python function: build_ask_prompt"}, "properties": {"repobilityId": "90d159c17fdad7da", "scanner": "scanner-primary", "fingerprint": "a874f14776c21d09", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/raga_validator.py:88"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f3e9e987d964d578", "level": "note", "message": {"text": "Possibly dead Python function: append_to_cache"}, "properties": {"repobilityId": "40396fc87d12d2b4", "scanner": "scanner-primary", "fingerprint": "f3e9e987d964d578", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/raga_validator.py:106"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-77a464701f01cedf", "level": "error", "message": {"text": "Possible secret in README.md"}, "properties": {"repobilityId": "03df1be0543b7759", "scanner": "scanner-primary", "fingerprint": "77a464701f01cedf", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, 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"severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "113b422f79568615", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "19538432b106c29b", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "4cf56fd83d18e827", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "417fe16411a81af0", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "55886756ff1f2130", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "a1072e90757d46e5", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "6c81dd6b07aae3fe", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-2c5f98b152cddb6d", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/launch.json"}, "properties": {"repobilityId": "0de48c0f4ab303d8", "scanner": "scanner-primary", "fingerprint": "2c5f98b152cddb6d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/launch.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8bc07dbdcae8ec22", "level": "note", "message": {"text": "Legacy-named symbol `has_legacy` in dashboard.py:1699"}, "properties": {"repobilityId": "d2c379ed2ee78906", "scanner": "scanner-primary", "fingerprint": "8bc07dbdcae8ec22", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-58f7ba95e1b2e433", "level": "none", "message": {"text": "Commented-code block (5 lines) in dashboard.py:990"}, "properties": {"repobilityId": "7572c0c84d3ff47d", "scanner": "scanner-primary", "fingerprint": "58f7ba95e1b2e433", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-598b5e0c487acada", "level": "note", "message": {"text": "Stub function `set_video_status` (body is just `pass`/`return`) \u2014 dashboard.py:20"}, "properties": {"repobilityId": "29b03462ba39aad3", "scanner": "scanner-primary", "fingerprint": "598b5e0c487acada", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-328e192251889fe2", "level": "note", "message": {"text": "Stub function `_save_overrides` (body is just `pass`/`return`) \u2014 brief_queue.py:46"}, "properties": {"repobilityId": "b3b368ef941a093a", "scanner": "scanner-primary", "fingerprint": "328e192251889fe2", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-9f5bdaed1ed3721d", "level": "none", "message": {"text": "Commented-code block (5 lines) in pipeline/config.py:28"}, "properties": {"repobilityId": "8eda576dd506f00a", "scanner": "scanner-primary", "fingerprint": "9f5bdaed1ed3721d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-977baea0138eb693", "level": "note", "message": {"text": "Legacy-named symbol `competitor_snapshots_v2` in pipeline/snapshot_competitors_with_views.py:6"}, "properties": {"repobilityId": "b4fd75639f0d1555", "scanner": "scanner-primary", "fingerprint": "977baea0138eb693", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-319aaa4a094a27ee", "level": "none", "message": {"text": "Commented-code block (6 lines) in pipeline/scoring.py:31"}, "properties": {"repobilityId": "a014408912160782", "scanner": "scanner-primary", "fingerprint": "319aaa4a094a27ee", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}]}]}