{"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-dbdc3a0eaf357d3d", "name": "Possibly dead Python function: call_llm", "shortDescription": {"text": "Possibly dead Python function: call_llm"}, "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-19ecfe557742373b", "name": "Insecure pattern 'cors_wildcard' in python/api/app.py:33", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in python/api/app.py:33"}, "fullDescription": {"text": "Found a known-risky pattern (cors_wildcard). 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. 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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 25 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-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 26 placeholder/mock markers across 8 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. 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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-5a8412e29ae514c1", "name": "Stub function `emit` (body is just `pass`/`return`) \u2014 python/events/emitter.py:27", "shortDescription": {"text": "Stub function `emit` (body is just `pass`/`return`) \u2014 python/events/emitter.py:27"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1b5a76780c3df9aa", "name": "1 env vars used in code but missing from .env.example", "shortDescription": {"text": "1 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `TRACE_DIR`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\npython/events/emitter.py:emit, python/events/emitter.py:emit, python/events/emitter.py:emit, python/events/emitter.py:emit\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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Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-b9f3b8d61dc413d8", "name": "FastAPI POST `create_plan_full` without auth dependency \u2014 python/api/app.py:110", "shortDescription": {"text": "FastAPI POST `create_plan_full` without auth dependency \u2014 python/api/app.py:110"}, "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-e76b199558a802d5", "name": "FastAPI POST `create_plan_stream` without auth dependency \u2014 python/api/app.py:132", "shortDescription": {"text": "FastAPI POST `create_plan_stream` without auth dependency \u2014 python/api/app.py:132"}, "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-4756b4c4da7d2088", "name": "Unused endpoint: GET /api/health", "shortDescription": {"text": "Unused endpoint: GET /api/health"}, "fullDescription": {"text": "`python/api/app.py` declares `GET /api/health` 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-bce8115208f614c2", "name": "Unused endpoint: POST /api/plan", "shortDescription": {"text": "Unused endpoint: POST /api/plan"}, "fullDescription": {"text": "`python/api/app.py` declares `POST /api/plan` 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-5d490be5b6b89d5e", "name": "Unused endpoint: POST /api/plan/full", "shortDescription": {"text": "Unused endpoint: POST /api/plan/full"}, "fullDescription": {"text": "`python/api/app.py` declares `POST /api/plan/full` 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/19010"}, "properties": {"repository": "SayHiToYoung/multi-agent-travel-planner", "repoUrl": "https://github.com/SayHiToYoung/multi-agent-travel-planner", "branch": "main"}, "results": [{"ruleId": "scanner-dbdc3a0eaf357d3d", "level": "note", "message": {"text": "Possibly dead Python function: call_llm"}, "properties": {"repobilityId": "50e55e6e350542dc", "scanner": "scanner-primary", "fingerprint": "dbdc3a0eaf357d3d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/agents/base_agent.py:94"}, "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-19ecfe557742373b", "level": "warning", "message": {"text": "Insecure pattern 'cors_wildcard' in python/api/app.py:33"}, "properties": {"repobilityId": "1792fab1f9f09fd3", "scanner": "scanner-primary", "fingerprint": "19ecfe557742373b", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "cors_wildcard"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/api/app.py"}, "region": {"startLine": 33}}}]}, {"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": "18dc791231c0acba", "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": "93200bbfc6449da5", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-72b2a6250083a784", "level": "warning", "message": {"text": "Placeholder or mock-heavy implementation detected"}, "properties": {"repobilityId": "041b953ac1405e1b", "scanner": "scanner-primary", "fingerprint": "72b2a6250083a784", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "incomplete", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "b0678947dddd410d", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "fd21a8e52c95e2f1", "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": "54917264604ca876", "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": "6fafdcccf05d18e0", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-5a8412e29ae514c1", "level": "note", "message": {"text": "Stub function `emit` (body is just `pass`/`return`) \u2014 python/events/emitter.py:27"}, "properties": {"repobilityId": "c9fc476d0564f83d", "scanner": "scanner-primary", "fingerprint": "5a8412e29ae514c1", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-1b5a76780c3df9aa", "level": "none", "message": {"text": "1 env vars used in code but missing from .env.example"}, "properties": {"repobilityId": "d04379b337b44a15", "scanner": "scanner-primary", "fingerprint": "1b5a76780c3df9aa", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "config-drift"]}}, {"ruleId": "scanner-49c98f7cedd9c977", "level": "note", "message": {"text": "Near-duplicate function bodies in 4 places"}, "properties": {"repobilityId": "073fa6c0dd34c075", "scanner": "scanner-primary", "fingerprint": "49c98f7cedd9c977", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "fde9e3953ec2b0ff", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-be46ea126aa5d8dc", "level": "note", "message": {"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "2cd9dd7a78a00a04", "scanner": "scanner-primary", "fingerprint": "be46ea126aa5d8dc", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-9d63c5fd48a9fdbd", "level": "error", "message": {"text": "FastAPI POST `create_plan` without auth dependency \u2014 python/api/app.py:71"}, "properties": {"repobilityId": "d93b4660e2fb2cf7", "scanner": "scanner-primary", "fingerprint": "9d63c5fd48a9fdbd", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.fastapi.unauth_mutation"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/api/app.py"}, "region": {"startLine": 71}}}]}, {"ruleId": "scanner-b9f3b8d61dc413d8", "level": "error", "message": {"text": "FastAPI POST `create_plan_full` without auth dependency \u2014 python/api/app.py:110"}, "properties": {"repobilityId": "420bdccaf5d56542", "scanner": "scanner-primary", "fingerprint": "b9f3b8d61dc413d8", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.fastapi.unauth_mutation"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/api/app.py"}, "region": {"startLine": 110}}}]}, {"ruleId": "scanner-e76b199558a802d5", "level": "error", "message": {"text": "FastAPI POST `create_plan_stream` without auth dependency \u2014 python/api/app.py:132"}, "properties": {"repobilityId": "717b090310fa945f", "scanner": "scanner-primary", "fingerprint": "e76b199558a802d5", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.fastapi.unauth_mutation"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/api/app.py"}, "region": {"startLine": 132}}}]}, {"ruleId": "scanner-4756b4c4da7d2088", "level": "note", "message": {"text": "Unused endpoint: GET /api/health"}, "properties": {"repobilityId": "49c52e1982e03692", "scanner": "scanner-primary", "fingerprint": "4756b4c4da7d2088", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-bce8115208f614c2", "level": "note", "message": {"text": "Unused endpoint: POST /api/plan"}, "properties": {"repobilityId": "5e513b37568b5031", "scanner": "scanner-primary", "fingerprint": "bce8115208f614c2", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-5d490be5b6b89d5e", "level": "note", "message": {"text": "Unused endpoint: POST /api/plan/full"}, "properties": {"repobilityId": "44989271de3f1d44", "scanner": "scanner-primary", "fingerprint": "5d490be5b6b89d5e", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}]}]}