{"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-9c63cd79fc7c4e58", "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-bcf0d9a4e897ae61", "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-9980bad40e304b1e", "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-2f7330db2ef08706", "name": "Possibly dead Python function: set_str", "shortDescription": {"text": "Possibly dead Python function: set_str"}, "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-9650bdce312d9422", "name": "`dangerouslySetInnerHTML` used in a React component \u2014 frontend/src/components/AiBriefing.tsx:68", "shortDescription": {"text": "`dangerouslySetInnerHTML` used in a React component \u2014 frontend/src/components/AiBriefing.tsx:68"}, "fullDescription": {"text": "Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library.\n\nWhy: OWASP basics. Already partially flagged by the security analyzer.\nRule id: fq.dangerous-html"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-dd47991c3b46de85", "name": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/OpportunityList.tsx:43", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/OpportunityList.tsx:43"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-96bbf36146eb16d4", "name": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/SidePanels.tsx:21", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/SidePanels.tsx:21"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d63da3583b14afc0", "name": "Dockerfile runs as root: Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-93e02e0d67c8f3e8", "name": "Docker base image is tag-pinned but not digest-pinned: node:22-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: node:22-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e066691601852931", "name": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e4580c6ee196b5de", "name": "Insecure pattern 'dangerous_innerhtml' in frontend/src/components/AiBriefing.tsx:68", "shortDescription": {"text": "Insecure pattern 'dangerous_innerhtml' in frontend/src/components/AiBriefing.tsx:68"}, "fullDescription": {"text": "Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-0ac48ac226d98300", "name": "Insecure pattern 'cors_wildcard' in server/main.py:53", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in server/main.py:53"}, "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-1f9ec32f2a24b375", "name": "Insecure pattern 'direct_innerhtml_assignment' in web/app.js:154", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in web/app.js:154"}, "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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 29 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 5 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-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, tests. 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": "medium", "confidence": 1.0}}, {"id": "scanner-7df3f791d265d8b8", "name": "`fetch()` without try/.catch or AbortSignal \u2014 frontend/src/lib/api.ts:102", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend/src/lib/api.ts:102"}, "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-b9f5668ab0bd4654", "name": "Commented-code block (5 lines) in server/main.py:213", "shortDescription": {"text": "Commented-code block (5 lines) in server/main.py:213"}, "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-af022f937dd5b7fd", "name": "9 env vars used in code but missing from .env.example", "shortDescription": {"text": "9 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `AI_DAILY_IP_LIMIT`, `AI_DAILY_LIMIT`, `AI_RATE_LIMIT`, `AI_RATE_WINDOW`, `ANTHROPIC_MODEL`, `BINANCE_API_BASE`, `KV_REST_API_TOKEN`, `KV_REST_API_URL` + 1 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "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:\nserver/main.py:ai_briefing, server/main.py:ai_chat\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-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nserver/ratelimit.py:allow, server/ratelimit.py:allow, server/ratelimit.py:allow\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-078cc9deac61330a", "name": "FastAPI POST `analyze` without auth dependency \u2014 server/main.py:122", "shortDescription": {"text": "FastAPI POST `analyze` without auth dependency \u2014 server/main.py:122"}, "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-b61e1a8de474b1cf", "name": "FastAPI POST `ai_briefing` without auth dependency \u2014 server/main.py:148", "shortDescription": {"text": "FastAPI POST `ai_briefing` without auth dependency \u2014 server/main.py:148"}, "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-7bbf2e3dd8b17982", "name": "FastAPI POST `ai_chat` without auth dependency \u2014 server/main.py:165", "shortDescription": {"text": "FastAPI POST `ai_chat` without auth dependency \u2014 server/main.py:165"}, "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-4a42a700e7a98556", "name": "FastAPI POST `notify` without auth dependency \u2014 server/main.py:202", "shortDescription": {"text": "FastAPI POST `notify` without auth dependency \u2014 server/main.py:202"}, "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-158ab44b8fb3bc84", "name": "Unused endpoint: GET /api/brief", "shortDescription": {"text": "Unused endpoint: GET /api/brief"}, "fullDescription": {"text": "`server/main.py` declares `GET /api/brief` 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/23848"}, "properties": {"repository": "Abdelkerim-Dassi/signal-desk", "repoUrl": "https://github.com/Abdelkerim-Dassi/signal-desk", "branch": "main"}, "results": [{"ruleId": "scanner-9c63cd79fc7c4e58", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "9c63cd79fc7c4e58", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:21"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bcf0d9a4e897ae61", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "bcf0d9a4e897ae61", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:56"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9980bad40e304b1e", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "9980bad40e304b1e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:82"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2f7330db2ef08706", "level": "note", "message": {"text": "Possibly dead Python function: set_str"}, "properties": {"repobilityId": "95b0427c34072607", "scanner": "scanner-primary", "fingerprint": "2f7330db2ef08706", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/upstash.py:64"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9650bdce312d9422", "level": "warning", "message": {"text": "`dangerouslySetInnerHTML` used in a React component \u2014 frontend/src/components/AiBriefing.tsx:68"}, "properties": {"repobilityId": "3bda6cd7db8d289a", "scanner": "scanner-primary", "fingerprint": "9650bdce312d9422", "layer": "frontend", "severity": "medium", "confidence": 1.0, "tags": ["frontend-quality", "fq.dangerous-html"]}}, {"ruleId": "scanner-dd47991c3b46de85", "level": "none", "message": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/OpportunityList.tsx:43"}, "properties": {"repobilityId": "8eca313d5113fe1a", "scanner": "scanner-primary", "fingerprint": "dd47991c3b46de85", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["frontend-quality", "fq.truncate.no-title"]}}, {"ruleId": "scanner-96bbf36146eb16d4", "level": "none", "message": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend/src/components/SidePanels.tsx:21"}, "properties": {"repobilityId": "c331d1df1f7d9893", "scanner": "scanner-primary", "fingerprint": "96bbf36146eb16d4", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["frontend-quality", "fq.truncate.no-title"]}}, {"ruleId": "scanner-d63da3583b14afc0", "level": "warning", "message": {"text": "Dockerfile runs as root: Dockerfile"}, "properties": {"repobilityId": "a2ed1bd120e507db", "scanner": "scanner-primary", "fingerprint": "d63da3583b14afc0", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-93e02e0d67c8f3e8", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: node:22-slim"}, "properties": {"repobilityId": "1ab8beeb2bd0bc0d", "scanner": "scanner-primary", "fingerprint": "93e02e0d67c8f3e8", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "Dockerfile"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-e066691601852931", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "properties": {"repobilityId": "5c70501f776c7902", "scanner": "scanner-primary", "fingerprint": "e066691601852931", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "Dockerfile"}, "region": {"startLine": 12}}}]}, {"ruleId": "scanner-e4580c6ee196b5de", "level": "warning", "message": {"text": "Insecure pattern 'dangerous_innerhtml' in frontend/src/components/AiBriefing.tsx:68"}, "properties": {"repobilityId": "0a4bc1c5dfc1a058", "scanner": "scanner-primary", "fingerprint": "e4580c6ee196b5de", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "dangerous_innerhtml"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "frontend/src/components/AiBriefing.tsx"}, "region": {"startLine": 68}}}]}, {"ruleId": "scanner-0ac48ac226d98300", "level": "warning", "message": {"text": "Insecure pattern 'cors_wildcard' in server/main.py:53"}, "properties": {"repobilityId": "49e214902837e07e", "scanner": "scanner-primary", "fingerprint": "0ac48ac226d98300", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "cors_wildcard"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/main.py"}, "region": {"startLine": 53}}}]}, {"ruleId": "scanner-1f9ec32f2a24b375", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in web/app.js:154"}, "properties": {"repobilityId": "e4462fe8cf185da3", "scanner": "scanner-primary", "fingerprint": "1f9ec32f2a24b375", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "web/app.js"}, "region": {"startLine": 154}}}]}, {"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-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-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "9222fca3793296ca", "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": "626e306322548a1e", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "2377df160c45adf9", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", 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