{"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-e99610afb4ac7291", "name": "Possibly dead Python function: filter_treatment", "shortDescription": {"text": "Possibly dead Python function: filter_treatment"}, "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-7699affff6f25a20", "name": "Possibly dead Python function: color_tier", "shortDescription": {"text": "Possibly dead Python function: color_tier"}, "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-01368af4a1a4328a", "name": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/SupplierTable.tsx:112", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/SupplierTable.tsx:112"}, "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-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-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": "6 tests / 50 src (ratio 0.12)."}, "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 133 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. 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-bd114eef440ab2a2", "name": "Legacy-named symbol `stage1_exposure_v1` in tests/test_cohort.py:11", "shortDescription": {"text": "Legacy-named symbol `stage1_exposure_v1` in tests/test_cohort.py:11"}, "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-d0ac6f9811f5f727", "name": "Commented-code block (6 lines) in jobs/daily_pipeline.py:134", "shortDescription": {"text": "Commented-code block (6 lines) in jobs/daily_pipeline.py:134"}, "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-2dda8e7985b248fb", "name": "Commented-code block (8 lines) in src/signals/targeting.py:52", "shortDescription": {"text": "Commented-code block (8 lines) in src/signals/targeting.py:52"}, "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-48e540c1b2074d53", "name": "Legacy-named symbol `stage1_exposure_v1` in src/signals/cohort.py:66", "shortDescription": {"text": "Legacy-named symbol `stage1_exposure_v1` in src/signals/cohort.py:66"}, "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-319e66a630e14977", "name": "2 env vars used in code but missing from .env.example", "shortDescription": {"text": "2 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `EMAIL_DRY_RUN`, `GOOGLE_APPLICATION_CREDENTIALS_JSON`. 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-6b6c90e793b6fd48", "name": "Unused endpoint: POST /webhooks/lead", "shortDescription": {"text": "Unused endpoint: POST /webhooks/lead"}, "fullDescription": {"text": "`src/api/main.py` declares `POST /webhooks/lead` 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-f473c9497085682d", "name": "Unused endpoint: GET /suppliers/{profile_id}/stats", "shortDescription": {"text": "Unused endpoint: GET /suppliers/{profile_id}/stats"}, "fullDescription": {"text": "`src/api/main.py` declares `GET /suppliers/{profile_id}/stats` 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/20317"}, "properties": {"repository": "sterkenburg/tpw-lifecycle", "repoUrl": "https://github.com/sterkenburg/tpw-lifecycle", "branch": "main"}, "results": [{"ruleId": "scanner-e99610afb4ac7291", "level": "note", "message": {"text": "Possibly dead Python function: filter_treatment"}, "properties": {"repobilityId": "abfbb1b83920c7a0", "scanner": "scanner-primary", "fingerprint": "e99610afb4ac7291", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/signals/cohort.py:282"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7699affff6f25a20", "level": "note", "message": {"text": "Possibly dead Python function: color_tier"}, "properties": {"repobilityId": "fb327a53ece7124e", "scanner": "scanner-primary", "fingerprint": "7699affff6f25a20", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/dashboard/app.py:118"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-01368af4a1a4328a", "level": "none", "message": {"text": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/SupplierTable.tsx:112"}, "properties": {"repobilityId": "f8d223b5faf57604", "scanner": "scanner-primary", "fingerprint": "01368af4a1a4328a", "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-e066691601852931", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "properties": {"repobilityId": "deb300aa5501ff03", "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": 3}}}]}, {"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-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": "61df9da0859f0dfe", "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": "32b43f5b36430140", "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": "2c7ce673de03057b", "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": "4d7c01563044c895", "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": "92fbeeb438462383", "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": "28fa9aead3c6ceac", "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": "bc7da9e5359e821e", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-bd114eef440ab2a2", "level": "note", "message": {"text": "Legacy-named symbol `stage1_exposure_v1` in tests/test_cohort.py:11"}, "properties": {"repobilityId": "b95d7cdb2a7b2385", "scanner": "scanner-primary", "fingerprint": "bd114eef440ab2a2", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-d0ac6f9811f5f727", "level": "none", "message": {"text": "Commented-code block (6 lines) in jobs/daily_pipeline.py:134"}, "properties": {"repobilityId": "3d5d0116c3cab5c4", "scanner": "scanner-primary", "fingerprint": "d0ac6f9811f5f727", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2dda8e7985b248fb", "level": "none", "message": {"text": "Commented-code block (8 lines) in src/signals/targeting.py:52"}, "properties": {"repobilityId": "f2f641e22ffef76c", "scanner": "scanner-primary", "fingerprint": "2dda8e7985b248fb", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-48e540c1b2074d53", "level": "note", "message": {"text": "Legacy-named symbol `stage1_exposure_v1` in src/signals/cohort.py:66"}, "properties": {"repobilityId": "3a0f60bee7629d64", "scanner": "scanner-primary", "fingerprint": "48e540c1b2074d53", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-319e66a630e14977", "level": "none", "message": {"text": "2 env vars used in code but missing from .env.example"}, "properties": {"repobilityId": "d838d1fc5d8231c9", "scanner": "scanner-primary", "fingerprint": "319e66a630e14977", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "config-drift"]}}, {"ruleId": "scanner-6b6c90e793b6fd48", "level": "note", "message": {"text": "Unused endpoint: POST /webhooks/lead"}, "properties": {"repobilityId": "47d357657318f870", "scanner": "scanner-primary", "fingerprint": "6b6c90e793b6fd48", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}, {"ruleId": "scanner-f473c9497085682d", "level": "note", "message": {"text": "Unused endpoint: GET /suppliers/{profile_id}/stats"}, "properties": {"repobilityId": "6f8fff9fde98cc02", "scanner": "scanner-primary", "fingerprint": "f473c9497085682d", "layer": "api", "severity": "low", "confidence": 1.0, "tags": ["wiring", "unused-endpoint"]}}]}]}