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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-dda227f20bd7a7a3", "name": "Legacy-named symbol `frame_copy` in preprocess_patient_with_bbox.py:127", "shortDescription": {"text": "Legacy-named symbol `frame_copy` in preprocess_patient_with_bbox.py:127"}, "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-1da1965d87e98dc6", "name": "Commented-code block (5 lines) in preprocess_patient.py:396", "shortDescription": {"text": "Commented-code block (5 lines) in preprocess_patient.py:396"}, "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/28755"}, "properties": {"repository": "Preyansh17/auto-avsr-realtime", "repoUrl": "https://github.com/Preyansh17/auto-avsr-realtime", "branch": "main"}, "results": [{"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-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "5ad180d147f8d822", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "c54e24defbd12e41", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-dda227f20bd7a7a3", "level": "note", "message": {"text": "Legacy-named symbol `frame_copy` in preprocess_patient_with_bbox.py:127"}, "properties": {"repobilityId": "f553cb8ec664b60d", "scanner": "scanner-primary", "fingerprint": "dda227f20bd7a7a3", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-1da1965d87e98dc6", "level": "none", "message": {"text": "Commented-code block (5 lines) in preprocess_patient.py:396"}, "properties": {"repobilityId": "bae79e410ca6fd10", "scanner": "scanner-primary", "fingerprint": "1da1965d87e98dc6", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}]}]}