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Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 274 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-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: 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": "low", "confidence": 1.0}}, {"id": "scanner-9a06dbb605475aed", "name": "Commented-code block (5 lines) in solar_model.py:36", "shortDescription": {"text": "Commented-code block (5 lines) in solar_model.py:36"}, "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-cbec0e6816c93813", "name": "Legacy-named symbol `eos_sly4_dh2001_v2` in archive_v6/scripts/validate_eos.py:34", "shortDescription": {"text": "Legacy-named symbol `eos_sly4_dh2001_v2` in archive_v6/scripts/validate_eos.py:34"}, "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-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:\ntov_operator.py:rhs, tov_operator.py:rhs\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). 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"scanner": "scanner-primary", "fingerprint": "c74c474477657e70", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "solar_model.py:113"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-aa097e4967c58045", "level": "note", "message": {"text": "Possibly dead Python function: chi2_fluxes"}, "properties": {"repobilityId": "f909c6f2f16ebcac", "scanner": "scanner-primary", "fingerprint": "aa097e4967c58045", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "solar_model.py:213"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-94d1902f7bfb196b", "level": "note", "message": {"text": "Possibly dead Python function: P_of_rho"}, "properties": {"repobilityId": "3279f9ac68bacdfe", "scanner": "scanner-primary", "fingerprint": "94d1902f7bfb196b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "eos.py:55"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3e9d409a7384245f", "level": "note", "message": {"text": "Possibly dead Python function: rhs"}, "properties": {"repobilityId": "e0acd467e44a3d0a", "scanner": "scanner-primary", "fingerprint": "3e9d409a7384245f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tov_operator.py:89"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b11d18774784a1d1", "level": "note", "message": {"text": "Possibly dead Python function: surface"}, "properties": {"repobilityId": "a0faf765fbf37c70", "scanner": "scanner-primary", "fingerprint": "b11d18774784a1d1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tov_operator.py:108"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-410b68999759adab", "level": "note", "message": {"text": "Possibly dead Python function: rhs"}, "properties": {"repobilityId": "e0acd467e44a3d0a", "scanner": "scanner-primary", "fingerprint": "410b68999759adab", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tov.py:50"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-da5607dc3b205a14", "level": "note", "message": {"text": "Possibly dead Python function: surface"}, "properties": {"repobilityId": "a0faf765fbf37c70", "scanner": "scanner-primary", "fingerprint": "da5607dc3b205a14", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tov.py:65"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9d83ddb15f4e7ed0", "level": "note", "message": {"text": "Possibly dead Python function: event_surface"}, "properties": {"repobilityId": "0182169173db0f6a", "scanner": "scanner-primary", "fingerprint": "9d83ddb15f4e7ed0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "archive_v6/paper3_phase2_realistic.py:219"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3d8487ede5c3b747", "level": "note", "message": {"text": "Insecure pattern 'debug_true' in archive_v6/paper3_phase2_realistic.py:298"}, "properties": {"repobilityId": "cf77bace0559ed96", "scanner": "scanner-primary", "fingerprint": "3d8487ede5c3b747", "layer": "security", "severity": "low", "confidence": 1.0, "tags": ["owasp", "debug_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "archive_v6/paper3_phase2_realistic.py"}, "region": {"startLine": 298}}}]}, {"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": "f9966f0ea0446fc6", "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": "331a3349938f5aec", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-9a06dbb605475aed", "level": "none", "message": {"text": "Commented-code block (5 lines) in solar_model.py:36"}, "properties": {"repobilityId": "afa308f87f292f5f", "scanner": "scanner-primary", "fingerprint": "9a06dbb605475aed", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-28f3b21b736bd376", "level": "note", "message": {"text": "Legacy-named symbol `eos_sly4_dh2001_v2` in eos.py:4"}, "properties": {"repobilityId": "d30ee2a219cc4a57", "scanner": "scanner-primary", "fingerprint": "28f3b21b736bd376", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-8083305fdec89197", "level": "none", "message": {"text": "Commented-code block (5 lines) in eos.py:92"}, "properties": {"repobilityId": "fdabb956b3ef147a", "scanner": "scanner-primary", "fingerprint": "8083305fdec89197", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-cbec0e6816c93813", "level": "note", "message": {"text": "Legacy-named symbol `eos_sly4_dh2001_v2` in archive_v6/scripts/validate_eos.py:34"}, "properties": {"repobilityId": "71ef3c69c543f0dc", "scanner": "scanner-primary", "fingerprint": "cbec0e6816c93813", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "f2f45ac2b9f6c75c", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}