{"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-506be2b95088f5d3", "name": "git log failed \u2014 history analysis incomplete", "shortDescription": {"text": "git log failed \u2014 history analysis incomplete"}, "fullDescription": {"text": "fatal: not a git repository (or any parent up to mount point /data)\nStopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set)."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "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-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-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "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-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-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 674 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-17d866d91a7c451e", "name": "Agent instruction/config may expose a secret: CLAUDE.md", "shortDescription": {"text": "Agent instruction/config may expose a secret: CLAUDE.md"}, "fullDescription": {"text": "Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-5540a0757ee21f0b", "name": "Legacy-named symbol `body_copy` in verify_social_proof.py:30", "shortDescription": {"text": "Legacy-named symbol `body_copy` in verify_social_proof.py:30"}, "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-8898327928e71d71", "name": "Blocking `time.sleep(...)` inside `async def main` \u2014 extract_green_tweets.py:90", "shortDescription": {"text": "Blocking `time.sleep(...)` inside `async def main` \u2014 extract_green_tweets.py:90"}, "fullDescription": {"text": "Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused \u2014 silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thread(...)`."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "high", "confidence": 1.0}}, {"id": "scanner-25017b1a38322c7d", "name": "Legacy-named symbol `run_ad_creation_v2` in test_parallel_workflows.py:3", "shortDescription": {"text": "Legacy-named symbol `run_ad_creation_v2` in test_parallel_workflows.py:3"}, "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-082eda81b044e303", "name": "Legacy-named symbol `ad_copy` in test_railway_api.py:88", "shortDescription": {"text": "Legacy-named symbol `ad_copy` in test_railway_api.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-1c0b575fd8798de8", "name": "Network/subprocess call without timeout or try/except \u2014 ryan_vpd.py:150", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 ryan_vpd.py:150"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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: `SUPABASE_SERVICE_ROLE_KEY`. 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-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:\ntest_cli_chat.py:run_sync_tests, test_agent_config.py:run_sync_tests\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/18673"}, "properties": {"repository": "RyeMcKenzie81/ryan-viral-pattern-detector", "repoUrl": "https://github.com/RyeMcKenzie81/ryan-viral-pattern-detector", "branch": "main"}, "results": [{"ruleId": "scanner-506be2b95088f5d3", "level": "none", "message": {"text": "git log failed \u2014 history analysis incomplete"}, "properties": {"repobilityId": "b424308a11bb9b22", "scanner": "scanner-primary", "fingerprint": "506be2b95088f5d3", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["git", "tooling"]}}, {"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-e066691601852931", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "properties": {"repobilityId": "f391052c9bfd7e8b", "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": 1}}}]}, {"ruleId": "scanner-aa5acaa49eb8315b", "level": "note", "message": {"text": "Containers defined but no K8s/orchestration manifest found"}, "properties": {"repobilityId": "b230ea9b68736081", "scanner": "scanner-primary", "fingerprint": "aa5acaa49eb8315b", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["coverage", "deployment"]}}, {"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-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-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "349765d033ced70f", "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": "c94dd02c9b8e1c1d", "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": "0ac05dd01ffa65b4", "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": "ce95cc7c43448c97", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-17d866d91a7c451e", "level": "error", "message": {"text": "Agent instruction/config may expose a secret: CLAUDE.md"}, "properties": {"repobilityId": "ccce5984e58a48f0", "scanner": "scanner-primary", "fingerprint": "17d866d91a7c451e", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["agent-instructions", "secrets", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "CLAUDE.md"}, "region": {"startLine": 373}}}]}, {"ruleId": "scanner-5540a0757ee21f0b", "level": "note", "message": {"text": "Legacy-named symbol `body_copy` in verify_social_proof.py:30"}, "properties": {"repobilityId": "22088ee5dffd5430", "scanner": "scanner-primary", "fingerprint": "5540a0757ee21f0b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-8898327928e71d71", "level": "error", "message": {"text": "Blocking `time.sleep(...)` inside `async def main` \u2014 extract_green_tweets.py:90"}, "properties": {"repobilityId": "a6e0633af70415e4", "scanner": "scanner-primary", "fingerprint": "8898327928e71d71", "layer": "quality", "severity": "high", "confidence": 1.0, "tags": ["integrity", "sync-io-in-async", "performance"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "extract_green_tweets.py"}, "region": {"startLine": 90}}}]}, {"ruleId": "scanner-25017b1a38322c7d", "level": "note", "message": {"text": "Legacy-named symbol `run_ad_creation_v2` in test_parallel_workflows.py:3"}, "properties": {"repobilityId": "10c535125319e898", "scanner": "scanner-primary", "fingerprint": "25017b1a38322c7d", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-082eda81b044e303", "level": "note", "message": {"text": "Legacy-named symbol `ad_copy` in test_railway_api.py:88"}, "properties": {"repobilityId": "c6125e7fb0eb6129", "scanner": "scanner-primary", "fingerprint": "082eda81b044e303", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-1c0b575fd8798de8", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 ryan_vpd.py:150"}, "properties": {"repobilityId": "88b2748683890d0a", "scanner": "scanner-primary", "fingerprint": "1c0b575fd8798de8", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"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-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "07d83dbae5b6e028", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "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": "1aedbbcd30d6b633", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "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": "6928700847534ae8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "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": "6089d832cc58b979", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}