{"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-8d98e2e566b596f7", "name": "Possibly dead Python function: set_model", "shortDescription": {"text": "Possibly dead Python function: set_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-802f644633fbbc05", "name": "Possibly dead Python function: score", "shortDescription": {"text": "Possibly dead Python function: score"}, "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-5757d7981083fe09", "name": "Possibly dead Python function: backfill_titles", "shortDescription": {"text": "Possibly dead Python function: backfill_titles"}, "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-398f6590f3b79de2", "name": "Possibly dead Python function: work", "shortDescription": {"text": "Possibly dead Python function: work"}, "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-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9f9958bfb9bcd0fc", "name": "Insecure pattern 'tls_verify_false' in windows/scripts/think_test.py:13", "shortDescription": {"text": "Insecure pattern 'tls_verify_false' in windows/scripts/think_test.py:13"}, "fullDescription": {"text": "Found a known-risky pattern (tls_verify_false). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-4bf256798036153e", "name": "Insecure pattern 'direct_innerhtml_assignment' in windows/whisprompt/web/app.js:56", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in windows/whisprompt/web/app.js:56"}, "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-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "2 tests / 14 src (ratio 0.14)."}, "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 6 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-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bb43f01256121d09", "name": "Legacy-named symbol `auto_copy` in windows/whisprompt/config.py:88", "shortDescription": {"text": "Legacy-named symbol `auto_copy` in windows/whisprompt/config.py:88"}, "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-445eb0e8d7c06d09", "name": "Legacy-named symbol `auto_copy` in windows/whisprompt/gui/main_window.py:154", "shortDescription": {"text": "Legacy-named symbol `auto_copy` in windows/whisprompt/gui/main_window.py:154"}, "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-cec74427b3c385df", "name": "`fetch()` without try/.catch or AbortSignal \u2014 windows/whisprompt/web/sw.js:3", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 windows/whisprompt/web/sw.js:3"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4b2c2abade92f5e1", "name": "`fetch()` without try/.catch or AbortSignal \u2014 windows/whisprompt/web/app.js:259", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 windows/whisprompt/web/app.js:259"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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:\nwindows/whisprompt/gui/main_window.py:work, windows/whisprompt/gui/main_window.py:work\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}}, {"id": "scanner-5e549c715308793d", "name": "FastAPI POST `upload_audio` without auth dependency \u2014 windows/whisprompt/server.py:169", "shortDescription": {"text": "FastAPI POST `upload_audio` without auth dependency \u2014 windows/whisprompt/server.py:169"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-b9fcd6b7afab6a33", "name": "FastAPI POST `submit_text` without auth dependency \u2014 windows/whisprompt/server.py:184", "shortDescription": {"text": "FastAPI POST `submit_text` without auth dependency \u2014 windows/whisprompt/server.py:184"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-716e02ee18806aec", "name": "FastAPI POST `refine_text` without auth dependency \u2014 windows/whisprompt/server.py:216", "shortDescription": {"text": "FastAPI POST `refine_text` without auth dependency \u2014 windows/whisprompt/server.py:216"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-016e4d56b3138072", "name": "FastAPI POST `refine_audio` without auth dependency \u2014 windows/whisprompt/server.py:234", "shortDescription": {"text": "FastAPI POST `refine_audio` without auth dependency \u2014 windows/whisprompt/server.py:234"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-1441221ab819c7f9", "name": "FastAPI DELETE `delete_history` without auth dependency \u2014 windows/whisprompt/server.py:255", "shortDescription": {"text": "FastAPI DELETE `delete_history` without auth dependency \u2014 windows/whisprompt/server.py:255"}, "fullDescription": {"text": "`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-e395cde32cb5691a", "name": "FastAPI POST `archive_history` without auth dependency \u2014 windows/whisprompt/server.py:263", "shortDescription": {"text": "FastAPI POST `archive_history` without auth dependency \u2014 windows/whisprompt/server.py:263"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-cf1e85b0fddd0c28", "name": "Unused endpoint: POST /api/audio", "shortDescription": {"text": "Unused endpoint: POST /api/audio"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `POST /api/audio` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b4f61de311b7caa9", "name": "Unused endpoint: POST /api/text", "shortDescription": {"text": "Unused endpoint: POST /api/text"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `POST /api/text` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-78f4275c9aa7d3d1", "name": "Unused endpoint: POST /api/history/{item_id}/refine", "shortDescription": {"text": "Unused endpoint: POST /api/history/{item_id}/refine"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `POST /api/history/{item_id}/refine` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2f523a15d18f531f", "name": "Unused endpoint: POST /api/history/{item_id}/refine-audio", "shortDescription": {"text": "Unused endpoint: POST /api/history/{item_id}/refine-audio"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `POST /api/history/{item_id}/refine-audio` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2e676d7a5fbbc8f8", "name": "Unused endpoint: GET /ca.crt", "shortDescription": {"text": "Unused endpoint: GET /ca.crt"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `GET /ca.crt` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5baa8971ebe192a1", "name": "Unused endpoint: GET /", "shortDescription": {"text": "Unused endpoint: GET /"}, "fullDescription": {"text": "`windows/whisprompt/server.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/19484"}, "properties": {"repository": "shimingzz/WhisPrompt", "repoUrl": "https://github.com/shimingzz/WhisPrompt", "branch": "main"}, "results": [{"ruleId": "scanner-8d98e2e566b596f7", "level": "note", "message": {"text": "Possibly dead Python function: set_model"}, "properties": {"repobilityId": "1797559a30f5e5f0", "scanner": "scanner-primary", "fingerprint": "8d98e2e566b596f7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/whisprompt/transcriber.py:54"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-802f644633fbbc05", "level": "note", "message": {"text": "Possibly dead Python function: score"}, "properties": {"repobilityId": "379227b163d3203e", "scanner": "scanner-primary", "fingerprint": "802f644633fbbc05", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/whisprompt/llm.py:37"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5757d7981083fe09", "level": "note", "message": {"text": "Possibly dead Python function: backfill_titles"}, "properties": {"repobilityId": "264ecda6acaab08a", "scanner": "scanner-primary", "fingerprint": "5757d7981083fe09", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/whisprompt/server.py:153"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-398f6590f3b79de2", "level": "note", "message": {"text": "Possibly dead Python function: work"}, "properties": {"repobilityId": "c5b0e9acf413d08f", "scanner": "scanner-primary", "fingerprint": "398f6590f3b79de2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/whisprompt/gui/main_window.py:398"}, "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-9f9958bfb9bcd0fc", "level": "error", "message": {"text": "Insecure pattern 'tls_verify_false' in windows/scripts/think_test.py:13"}, "properties": {"repobilityId": "27ee4c1d93c89042", "scanner": "scanner-primary", "fingerprint": "9f9958bfb9bcd0fc", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "tls_verify_false"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/scripts/think_test.py"}, "region": {"startLine": 13}}}]}, {"ruleId": "scanner-4bf256798036153e", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in windows/whisprompt/web/app.js:56"}, "properties": {"repobilityId": "fb460bc3deef6705", "scanner": "scanner-primary", "fingerprint": "4bf256798036153e", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "windows/whisprompt/web/app.js"}, "region": {"startLine": 56}}}]}, {"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-ea3b5e389d8c9c0f", "level": "note", "message": {"text": "Low test-to-source ratio"}, "properties": {"repobilityId": "ef7b2552cc00a375", "scanner": "scanner-primary", "fingerprint": "ea3b5e389d8c9c0f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["tests"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "4f073682acab4393", "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": "024e0334fdc4245e", "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": "60b6650055551d88", "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": "307c6cc92ec56b25", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "7f2ec677c6eab568", "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": "a49a433c2792f6d5", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-bb43f01256121d09", "level": "note", "message": {"text": "Legacy-named symbol `auto_copy` in windows/whisprompt/config.py:88"}, "properties": {"repobilityId": "bd2dab1cbd07f6aa", "scanner": "scanner-primary", "fingerprint": "bb43f01256121d09", "layer": 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