{"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-22a826dd4e873d43", "name": "Possibly dead Python function: callback", "shortDescription": {"text": "Possibly dead Python function: callback"}, "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-cd5eae4d87fb7e15", "name": "Possibly dead Python function: run_transcribe", "shortDescription": {"text": "Possibly dead Python function: run_transcribe"}, "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-15d300f8a2e00436", "name": "pip extra-index-url can enable dependency confusion", "shortDescription": {"text": "pip extra-index-url can enable dependency confusion"}, "fullDescription": {"text": "pip --extra-index-url searches an additional package index and can resolve public packages when a private package name is missing or has a lower version. Prefer a single controlled index or explicit hashes and package source policy."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "high", "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 16 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-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e725d2ab884fbd49", "name": "Multiple root agent instruction files without precedence", "shortDescription": {"text": "Multiple root agent instruction files without precedence"}, "fullDescription": {"text": "The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/26697"}, "properties": {"repository": "jacobkruse/Demo_Speech_To_Text", "repoUrl": "https://github.com/jacobkruse/Demo_Speech_To_Text", "branch": "main"}, "results": [{"ruleId": "scanner-22a826dd4e873d43", "level": "note", "message": {"text": "Possibly dead Python function: callback"}, "properties": {"repobilityId": "d86912f8937c65c2", "scanner": "scanner-primary", "fingerprint": "22a826dd4e873d43", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dictate.py:54"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cd5eae4d87fb7e15", "level": "note", "message": {"text": "Possibly dead Python function: run_transcribe"}, "properties": {"repobilityId": "6725d08bbbd47a3d", "scanner": "scanner-primary", "fingerprint": "cd5eae4d87fb7e15", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:11"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-15d300f8a2e00436", "level": "error", "message": {"text": "pip extra-index-url can enable dependency confusion"}, "properties": {"repobilityId": "6b9fa4f2f67dbe80", "scanner": "scanner-primary", "fingerprint": "15d300f8a2e00436", "layer": "cicd", "severity": "high", "confidence": 1.0, "tags": ["supply-chain", "pypi", "dependency-confusion"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "b898802159966232", "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": "834718b971121947", "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": "02eef8bb23e9b665", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "5af654a0a80573c7", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-e725d2ab884fbd49", "level": "note", "message": {"text": "Multiple root agent instruction files without precedence"}, "properties": {"repobilityId": "1953db6c89508d22", "scanner": "scanner-primary", "fingerprint": "e725d2ab884fbd49", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["agent-instructions", "governance"]}}]}]}