{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-22079316307d35ee", "name": "Possibly dead Python function: log_message", "shortDescription": {"text": "Possibly dead Python function: log_message"}, "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-f909e86801b25e38", "name": "Possibly dead Python function: do_GET", "shortDescription": {"text": "Possibly dead Python function: do_GET"}, "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-57a9fe47d5f3695f", "name": "Possibly dead Python function: do_POST", "shortDescription": {"text": "Possibly dead Python function: do_POST"}, "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-cb440789408e6383", "name": "Possibly dead Python function: do_PUT", "shortDescription": {"text": "Possibly dead Python function: do_PUT"}, "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-d30f8283830b0c23", "name": "Possibly dead Python function: load_persisted_curve", "shortDescription": {"text": "Possibly dead Python function: load_persisted_curve"}, "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-7a0b55076185c0d2", "name": "Possibly dead Python function: save_persisted_curve", "shortDescription": {"text": "Possibly dead Python function: save_persisted_curve"}, "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-8e8f8438d1526dbe", "name": "Possibly dead Python function: catalog_has_changes", "shortDescription": {"text": "Possibly dead Python function: catalog_has_changes"}, "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-2a5646a72672f9e8", "name": "Possibly dead Python function: poll_metrics", "shortDescription": {"text": "Possibly dead Python function: poll_metrics"}, "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-6d819d1de0771011", "name": "Possibly dead Python function: poll_model", "shortDescription": {"text": "Possibly dead Python function: poll_model"}, "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-ecda548fc6986cc5", "name": "Possibly dead Python function: poll_slots", "shortDescription": {"text": "Possibly dead Python function: poll_slots"}, "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-5e786ae5215720b3", "name": "Possibly dead Python function: poll_model_info", "shortDescription": {"text": "Possibly dead Python function: poll_model_info"}, "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-da5c4a139f873e07", "name": "Possibly dead Python function: poll_repo", "shortDescription": {"text": "Possibly dead Python function: poll_repo"}, "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-c586e8f165c71da4", "name": "Possibly dead Python function: poll_gpu_stats", "shortDescription": {"text": "Possibly dead Python function: poll_gpu_stats"}, "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-34ea28d56f21e2b8", "name": "Possibly dead Python function: monitor_connections", "shortDescription": {"text": "Possibly dead Python function: monitor_connections"}, "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-781e580ab2679b43", "name": "Possibly dead Python function: tail_docker_logs", "shortDescription": {"text": "Possibly dead Python function: tail_docker_logs"}, "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-affc7ba55ab16822", "name": "Insecure pattern 'exec_used' in aipc_observer.py:782", "shortDescription": {"text": "Insecure pattern 'exec_used' in aipc_observer.py:782"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-50b513e970fb03f9", "name": "Insecure pattern 'direct_innerhtml_assignment' in aipc_observer.py:2066", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in aipc_observer.py:2066"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d46f8264230dda1f", "name": "Very large file: aipc_observer.py (2388 lines)", "shortDescription": {"text": "Very large file: aipc_observer.py (2388 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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 39 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: license, ci. 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-cf05cdc7ca1b198c", "name": "Legacy-named symbol `nvmlDeviceSetFanSpeed_v2` in fan_control.py:12", "shortDescription": {"text": "Legacy-named symbol `nvmlDeviceSetFanSpeed_v2` in fan_control.py:12"}, "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:\naipc_observer.py:inspect_container_help, aipc_observer.py:inspect_container\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/26164"}, "properties": {"repository": "graywzc/nvidia-gddr6-fan-control", "repoUrl": "https://github.com/graywzc/nvidia-gddr6-fan-control", "branch": "main"}, "results": [{"ruleId": "scanner-22079316307d35ee", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "22079316307d35ee", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:190"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f909e86801b25e38", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "f909e86801b25e38", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:210"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-57a9fe47d5f3695f", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "57a9fe47d5f3695f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:226"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cb440789408e6383", "level": "note", "message": {"text": "Possibly dead Python function: do_PUT"}, "properties": {"repobilityId": "f9a37cbbb16037bf", "scanner": "scanner-primary", "fingerprint": "cb440789408e6383", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:239"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d30f8283830b0c23", "level": "note", "message": {"text": "Possibly dead Python function: load_persisted_curve"}, "properties": {"repobilityId": "a06fd55bcf7a9da5", "scanner": "scanner-primary", "fingerprint": "d30f8283830b0c23", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:485"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7a0b55076185c0d2", "level": "note", "message": {"text": "Possibly dead Python function: save_persisted_curve"}, "properties": {"repobilityId": "75ad4a495217bc60", "scanner": "scanner-primary", "fingerprint": "7a0b55076185c0d2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fan_control.py:490"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8e8f8438d1526dbe", "level": "note", "message": {"text": "Possibly dead Python function: catalog_has_changes"}, "properties": {"repobilityId": "9c8c63dd980b8bbe", "scanner": "scanner-primary", "fingerprint": "8e8f8438d1526dbe", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:856"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2a5646a72672f9e8", "level": "note", "message": {"text": "Possibly dead Python function: poll_metrics"}, "properties": {"repobilityId": "828e3c8032ccd1b9", "scanner": "scanner-primary", "fingerprint": "2a5646a72672f9e8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1339"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6d819d1de0771011", "level": "note", "message": {"text": "Possibly dead Python function: poll_model"}, "properties": {"repobilityId": "427bd2280602c33c", "scanner": "scanner-primary", "fingerprint": "6d819d1de0771011", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1418"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ecda548fc6986cc5", "level": "note", "message": {"text": "Possibly dead Python function: poll_slots"}, "properties": {"repobilityId": "85f343329c070607", "scanner": "scanner-primary", "fingerprint": "ecda548fc6986cc5", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1426"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5e786ae5215720b3", "level": "note", "message": {"text": "Possibly dead Python function: poll_model_info"}, "properties": {"repobilityId": "10f1a3a1db3317f3", "scanner": "scanner-primary", "fingerprint": "5e786ae5215720b3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1442"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-da5c4a139f873e07", "level": "note", "message": {"text": "Possibly dead Python function: poll_repo"}, "properties": {"repobilityId": "2d8e11e2303466bf", "scanner": "scanner-primary", "fingerprint": "da5c4a139f873e07", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1484"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c586e8f165c71da4", "level": "note", "message": {"text": "Possibly dead Python function: poll_gpu_stats"}, "properties": {"repobilityId": "06d77f567ac8185d", "scanner": "scanner-primary", "fingerprint": "c586e8f165c71da4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1507"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-34ea28d56f21e2b8", "level": "note", "message": {"text": "Possibly dead Python function: monitor_connections"}, "properties": {"repobilityId": "c0cf1103c7ded1d6", "scanner": "scanner-primary", "fingerprint": "34ea28d56f21e2b8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1568"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-781e580ab2679b43", "level": "note", "message": {"text": "Possibly dead Python function: tail_docker_logs"}, "properties": {"repobilityId": "19c28b2a4104fbfd", "scanner": "scanner-primary", "fingerprint": "781e580ab2679b43", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py:1937"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-affc7ba55ab16822", "level": "error", "message": {"text": "Insecure pattern 'exec_used' in aipc_observer.py:782"}, "properties": {"repobilityId": "407f8ca8b8cda783", "scanner": "scanner-primary", "fingerprint": "affc7ba55ab16822", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "exec_used"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py"}, "region": {"startLine": 782}}}]}, {"ruleId": "scanner-50b513e970fb03f9", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in aipc_observer.py:2066"}, "properties": {"repobilityId": "bb8f24104d6fcff3", "scanner": "scanner-primary", "fingerprint": "50b513e970fb03f9", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "aipc_observer.py"}, "region": {"startLine": 2066}}}]}, {"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-d46f8264230dda1f", "level": "note", "message": {"text": "Very large file: aipc_observer.py (2388 lines)"}, "properties": {"repobilityId": "d0672d309084bbf3", "scanner": "scanner-primary", "fingerprint": "d46f8264230dda1f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "4452490a1b8c7226", "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": "550926501d106fc5", "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": "247ff805deef0039", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-cf05cdc7ca1b198c", "level": "note", "message": {"text": "Legacy-named symbol `nvmlDeviceSetFanSpeed_v2` in fan_control.py:12"}, "properties": {"repobilityId": "7fc7b36fbaee8e8e", "scanner": "scanner-primary", "fingerprint": "cf05cdc7ca1b198c", "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": "c0b5723cbddefbd8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}