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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f0fa56809f8f82cc", "name": "Commented-code block (6 lines) in engine/trainer.py:66", "shortDescription": {"text": "Commented-code block (6 lines) in engine/trainer.py:66"}, "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:\nprobe_belief.py:belief_probs, eval_determinization.py:belief_probs\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-primary", "fingerprint": "9647a8c0e8d02954", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gameLogic.py:239"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-47d9c19f3e371644", "level": "note", "message": {"text": "Possibly dead Python function: getIndex"}, "properties": {"repobilityId": "9a025e8113781d82", "scanner": "scanner-primary", "fingerprint": "47d9c19f3e371644", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "enumerateOptions.py:98"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-86e1fe49623a505b", "level": "note", "message": {"text": "Possibly dead Python function: fourCardOptions"}, "properties": {"repobilityId": "7ac559f7d3a11d67", "scanner": "scanner-primary", "fingerprint": "86e1fe49623a505b", "layer": "software", "severity": "low", "confidence": 1.0, 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"big2Game.py:490"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-da65f5201d9e95c8", "level": "note", "message": {"text": "Possibly dead Python function: worker"}, "properties": {"repobilityId": "fbe2b50200068803", "scanner": "scanner-primary", "fingerprint": "da65f5201d9e95c8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "big2Game.py:649"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c39fa5e2f4186a3e", "level": "note", "message": {"text": "Possibly dead Python function: getCurrStates"}, "properties": {"repobilityId": "aa41023c8a6ad65c", "scanner": "scanner-primary", "fingerprint": "c39fa5e2f4186a3e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "big2Game.py:712"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4945befc1824ea69", "level": "note", "message": {"text": "Possibly dead Python function: evaluate_model_vs_model"}, "properties": {"repobilityId": "50e5d81d440753b1", "scanner": "scanner-primary", "fingerprint": "4945befc1824ea69", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/evaluator.py:73"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c326c8af44f5c15a", "level": "note", "message": {"text": "Possibly dead Python function: heuristic_action"}, "properties": {"repobilityId": "f5f44458e3be920e", "scanner": "scanner-primary", "fingerprint": "c326c8af44f5c15a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/env.py:70"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-683d469e8bce7f04", "level": "note", "message": {"text": "Possibly dead Python function: random_action"}, "properties": {"repobilityId": "438031f3f8a0c27c", "scanner": "scanner-primary", "fingerprint": "683d469e8bce7f04", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/env.py:76"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-42af08a47b1009f0", "level": "note", "message": {"text": "Possibly dead Python function: best_straight_is_nuts"}, "properties": {"repobilityId": "4bf7ae978983687d", "scanner": "scanner-primary", "fingerprint": "42af08a47b1009f0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/dominance.py:129"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-88c0e00562bc7a4e", "level": "note", "message": {"text": "Possibly dead Python function: combo_strength"}, "properties": {"repobilityId": "18c656497f84a7f6", "scanner": "scanner-primary", "fingerprint": "88c0e00562bc7a4e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/dominance.py:226"}, "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-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-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "b22a2fd668800ea2", "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": "1ff76fdc779ae5da", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "3a78627ea4aaedd4", "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": "cff185f3cedb1605", "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": "4fe50c8c5ccf2519", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-9523807362e0b660", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 report.py:152"}, "properties": {"repobilityId": "2e51131a4ee02b5b", "scanner": "scanner-primary", "fingerprint": "9523807362e0b660", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-09255e870c057421", "level": "none", "message": {"text": "Commented-code block (5 lines) in engine/model.py:77"}, "properties": {"repobilityId": "b18bfbb263877715", "scanner": "scanner-primary", "fingerprint": "09255e870c057421", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": 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