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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-09ef8d42691f6ad9", "name": "Possibly dead Python function: render_single_frame", "shortDescription": {"text": "Possibly dead Python function: render_single_frame"}, "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-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-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-e3fd0977e5ed6df9", "name": "Very large file: tests/test_tools.py (1626 lines)", "shortDescription": {"text": "Very large file: tests/test_tools.py (1626 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-b3b4b9b7c736c8e7", "name": "Very large file: contrib/git-timeline-video.py (1174 lines)", "shortDescription": {"text": "Very large file: contrib/git-timeline-video.py (1174 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-09edc4d7db1ffdc1", "name": "Very large file: src/cpal/server.py (2264 lines)", "shortDescription": {"text": "Very large file: src/cpal/server.py (2264 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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 29 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-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 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-88428cec46382815", "name": "Commented-code block (8 lines) in tests/test_f5_f6_f7_f8.py:134", "shortDescription": {"text": "Commented-code block (8 lines) in tests/test_f5_f6_f7_f8.py:134"}, "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-52f7184ac7f66f38", "name": "Commented-code block (5 lines) in tests/test_f32.py:385", "shortDescription": {"text": "Commented-code block (5 lines) in tests/test_f32.py:385"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-91456cf61f68b811", "name": "Network/subprocess call without timeout or try/except \u2014 contrib/git-timeline-video.py:1029", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 contrib/git-timeline-video.py:1029"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-57fb313da827bd40", "name": "Commented-code block (5 lines) in src/cpal/server.py:62", "shortDescription": {"text": "Commented-code block (5 lines) in src/cpal/server.py:62"}, "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-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:\nsrc/cpal/server.py:get_session_lock, src/cpal/server.py:get_session\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/21401"}, "properties": {"repository": "tobert/cpal", "repoUrl": "https://github.com/tobert/cpal", "branch": "main"}, "results": [{"ruleId": "scanner-8845fe662834a1b4", "level": "note", "message": {"text": "Possibly dead Python function: ease_bounce"}, "properties": {"repobilityId": "709e21efd81014d4", "scanner": "scanner-primary", "fingerprint": "8845fe662834a1b4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contrib/git-timeline-video.py:101"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-aca1ea4357e37a31", "level": "note", "message": {"text": "Possibly dead Python function: scene_day_one"}, "properties": {"repobilityId": "1450ae1454d045a6", "scanner": "scanner-primary", 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"confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contrib/git-timeline-video.py:669"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8f52a3d74648f3db", "level": "note", "message": {"text": "Possibly dead Python function: scene_collaboration"}, "properties": {"repobilityId": "dc6908291109cbac", "scanner": "scanner-primary", "fingerprint": "8f52a3d74648f3db", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contrib/git-timeline-video.py:778"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-55db2328c24bafcf", "level": "note", "message": {"text": "Possibly dead Python function: scene_kaizen"}, "properties": {"repobilityId": "ed2fe609f8000aa8", "scanner": "scanner-primary", "fingerprint": "55db2328c24bafcf", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contrib/git-timeline-video.py:886"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-09ef8d42691f6ad9", "level": "note", "message": {"text": "Possibly dead Python function: render_single_frame"}, "properties": {"repobilityId": "91c91587abfcb88f", "scanner": "scanner-primary", "fingerprint": "09ef8d42691f6ad9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contrib/git-timeline-video.py:1023"}, "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-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-e3fd0977e5ed6df9", "level": "note", "message": {"text": "Very large file: tests/test_tools.py (1626 lines)"}, "properties": {"repobilityId": "0c773fe1bff8475b", "scanner": "scanner-primary", "fingerprint": "e3fd0977e5ed6df9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-b3b4b9b7c736c8e7", "level": "note", "message": {"text": "Very large file: contrib/git-timeline-video.py (1174 lines)"}, "properties": {"repobilityId": "a725304808ce34cc", "scanner": "scanner-primary", "fingerprint": "b3b4b9b7c736c8e7", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-09edc4d7db1ffdc1", "level": "note", "message": {"text": "Very large file: src/cpal/server.py (2264 lines)"}, "properties": {"repobilityId": "63cd38edea15c3ca", "scanner": "scanner-primary", "fingerprint": "09edc4d7db1ffdc1", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "978ea1472c085af1", "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": "cccc6b5d4c1cf530", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "9dd77eea32c5430e", "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": "f3cc4677c299f3ee", "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": "ed93348b08817bf7", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-88428cec46382815", "level": "none", "message": {"text": "Commented-code block (8 lines) in tests/test_f5_f6_f7_f8.py:134"}, "properties": {"repobilityId": "6c44e03170f97ecb", "scanner": "scanner-primary", "fingerprint": "88428cec46382815", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-52f7184ac7f66f38", "level": "none", "message": {"text": "Commented-code block (5 lines) in tests/test_f32.py:385"}, "properties": {"repobilityId": "b9924c4e5754c845", "scanner": "scanner-primary", "fingerprint": "52f7184ac7f66f38", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-713bd58c76c8f65d", "level": "none", "message": {"text": "Commented-code block (5 lines) in tests/test_tools.py:1591"}, "properties": {"repobilityId": "0b04ff7422117809", "scanner": "scanner-primary", "fingerprint": "713bd58c76c8f65d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-91456cf61f68b811", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 contrib/git-timeline-video.py:1029"}, "properties": {"repobilityId": "7d1e720ff50ff27b", "scanner": "scanner-primary", "fingerprint": "91456cf61f68b811", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-57fb313da827bd40", "level": "none", "message": {"text": "Commented-code block (5 lines) in src/cpal/server.py:62"}, "properties": {"repobilityId": "09508eb0c12226c1", "scanner": "scanner-primary", "fingerprint": "57fb313da827bd40", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "05fd8b3ef7d71386", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}