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This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "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, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ee978acf78aa5548", "name": "Commented-code block (5 lines) in pi/run.py:42", "shortDescription": {"text": "Commented-code block (5 lines) in pi/run.py:42"}, "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-cf911e484750ed47", "name": "Commented-code block (5 lines) in pi/birdseed/hardware.py:71", "shortDescription": {"text": "Commented-code block (5 lines) in pi/birdseed/hardware.py:71"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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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-c85272684a5dc24d", "name": "Unused endpoint: GET /api/days", "shortDescription": {"text": "Unused endpoint: GET /api/days"}, "fullDescription": {"text": "`pi/birdseed/server.py` declares `GET /api/days` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6c63dfaad55ce890", "name": "Unused endpoint: GET /api/clips", "shortDescription": {"text": "Unused endpoint: GET /api/clips"}, "fullDescription": {"text": "`pi/birdseed/server.py` declares `GET /api/clips` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-15bf2c33a0117af8", "name": "Unused endpoint: GET /clips/{name}", "shortDescription": {"text": "Unused endpoint: GET /clips/{name}"}, "fullDescription": {"text": "`pi/birdseed/server.py` declares `GET /clips/{name}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d2056ca03fe1d1f8", "name": "Unused endpoint: GET /thumbs/{name}", "shortDescription": {"text": "Unused endpoint: GET /thumbs/{name}"}, "fullDescription": {"text": "`pi/birdseed/server.py` declares `GET /thumbs/{name}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5baa8971ebe192a1", "name": "Unused endpoint: GET /", "shortDescription": {"text": "Unused endpoint: GET /"}, "fullDescription": {"text": "`pi/birdseed/server.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/20260"}, "properties": {"repository": "steelheadforever/birdseed", "repoUrl": "https://github.com/steelheadforever/birdseed", "branch": "main"}, "results": [{"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-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": 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["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-72b2a6250083a784", "level": "warning", "message": {"text": "Placeholder or mock-heavy implementation detected"}, "properties": {"repobilityId": "79743824adf6c442", "scanner": "scanner-primary", "fingerprint": "72b2a6250083a784", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "incomplete", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "92c282a7c84d7db4", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "6b94c86056be508e", "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": "e851961cf702bd99", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-ee978acf78aa5548", "level": "none", "message": {"text": "Commented-code block (5 lines) in pi/run.py:42"}, "properties": {"repobilityId": "8eaa9c7d404bcad0", "scanner": "scanner-primary", "fingerprint": "ee978acf78aa5548", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-cf911e484750ed47", "level": "none", "message": {"text": "Commented-code block (5 lines) in pi/birdseed/hardware.py:71"}, "properties": {"repobilityId": "2e3cf7f524492387", "scanner": "scanner-primary", "fingerprint": "cf911e484750ed47", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-5130558ed8e4a46c", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 pi/birdseed/hardware.py:136"}, "properties": {"repobilityId": "351c9fcef1c44701", "scanner": "scanner-primary", "fingerprint": "5130558ed8e4a46c", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c85272684a5dc24d", "level": "note", "message": {"text": "Unused endpoint: GET /api/days"}, "properties": {"repobilityId": "c45ccf35b806d8ab", "scanner": "scanner-primary", "fingerprint": "c85272684a5dc24d", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-6c63dfaad55ce890", "level": "note", "message": {"text": "Unused endpoint: GET /api/clips"}, "properties": {"repobilityId": "30f0f0eed8d37026", "scanner": "scanner-primary", "fingerprint": "6c63dfaad55ce890", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-15bf2c33a0117af8", "level": "note", "message": {"text": "Unused endpoint: GET /clips/{name}"}, "properties": {"repobilityId": "f347bdbb4acbb80c", "scanner": "scanner-primary", "fingerprint": "15bf2c33a0117af8", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-d2056ca03fe1d1f8", "level": "note", "message": {"text": "Unused endpoint: GET /thumbs/{name}"}, "properties": {"repobilityId": "2c5bd48fb42c2c58", "scanner": "scanner-primary", "fingerprint": "d2056ca03fe1d1f8", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-5baa8971ebe192a1", "level": "note", "message": {"text": "Unused endpoint: GET /"}, "properties": {"repobilityId": "fce5c80d4c795050", "scanner": "scanner-primary", "fingerprint": "5baa8971ebe192a1", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}]}]}