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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-efa187fb05896446", "name": "Possibly dead Python function: energy", "shortDescription": {"text": "Possibly dead Python function: energy"}, "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-0d951c6bf0d7c44b", "name": "Possibly dead Python function: circ", "shortDescription": {"text": "Possibly dead Python function: circ"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. 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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-b48a1ffb46788df6", "name": "Commented-code block (5 lines) in scripts/colab_qaoa_fair_cell.py:8", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/colab_qaoa_fair_cell.py:8"}, "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:\nscripts/phase3_realistic_decoding.py:circ, scripts/phase_c_decoding_generality.py:circ\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/23002"}, "properties": {"repository": "XIECHENG6/qfs-decoding-benchmark", "repoUrl": "https://github.com/XIECHENG6/qfs-decoding-benchmark", "branch": "main"}, "results": [{"ruleId": "scanner-736b81033ce41541", "level": "note", "message": {"text": "Possibly dead Python function: circ"}, "properties": {"repobilityId": "5e026574a2be59cb", "scanner": "scanner-primary", "fingerprint": "736b81033ce41541", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase3_realistic_decoding.py:41"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f45e24dda130ea6e", "level": "note", "message": {"text": "Possibly dead Python function: cost"}, "properties": {"repobilityId": "8b14d2d3b38df299", "scanner": 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"scanner-07b2d89fe8d2661e", "level": "note", "message": {"text": "Possibly dead Python function: circ_probs"}, "properties": {"repobilityId": "27ba55fb43ae1bbf", "scanner": "scanner-primary", "fingerprint": "07b2d89fe8d2661e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase2_ablation_strong.py:149"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6363f47d5192a6b1", "level": "note", "message": {"text": "Possibly dead Python function: energy"}, "properties": {"repobilityId": "82acec6b1316ecfb", "scanner": "scanner-primary", "fingerprint": "6363f47d5192a6b1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase2_ablation_strong.py:165"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8176d521cb4d1107", "level": "note", "message": {"text": "Possibly dead Python function: circ_energy"}, "properties": {"repobilityId": "d438add2db44e6c4", "scanner": "scanner-primary", "fingerprint": "8176d521cb4d1107", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase_a_qaoa_depth.py:111"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8d941c092638c57a", "level": "note", "message": {"text": "Possibly dead Python function: circ_probs"}, "properties": {"repobilityId": "27ba55fb43ae1bbf", "scanner": "scanner-primary", "fingerprint": "8d941c092638c57a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase_a_qaoa_depth.py:115"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-efa187fb05896446", "level": "note", "message": {"text": "Possibly dead Python function: energy"}, "properties": {"repobilityId": "82acec6b1316ecfb", "scanner": "scanner-primary", "fingerprint": "efa187fb05896446", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase_a_qaoa_depth.py:198"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0d951c6bf0d7c44b", "level": "note", "message": {"text": "Possibly dead Python function: circ"}, "properties": {"repobilityId": "5e026574a2be59cb", "scanner": "scanner-primary", "fingerprint": "0d951c6bf0d7c44b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase2_quantum_derisk.py:44"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6f7cdffb8512aecb", "level": "note", "message": {"text": "Possibly dead Python function: cost"}, "properties": {"repobilityId": "8b14d2d3b38df299", "scanner": "scanner-primary", "fingerprint": "6f7cdffb8512aecb", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase2_quantum_derisk.py:73"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0f42cec2e6e52f91", "level": "note", "message": {"text": "Possibly dead Python function: circ"}, "properties": {"repobilityId": "5e026574a2be59cb", "scanner": "scanner-primary", "fingerprint": "0f42cec2e6e52f91", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase_c_decoding_generality.py:67"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8961b0c907fbe8e0", "level": "note", "message": {"text": "Possibly dead Python function: cost"}, "properties": {"repobilityId": "8b14d2d3b38df299", "scanner": "scanner-primary", "fingerprint": "8961b0c907fbe8e0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/phase_c_decoding_generality.py:87"}, "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-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "22b13cf8a5136fc7", "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": "36db0a3f742fa0c3", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "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": "7867d0567946656a", "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": "68df90ec8445e45a", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-0ad2699ea88174c1", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/phase_a_qaoa_depth.py:51"}, 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