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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-77a464701f01cedf", "name": "Possible secret in README.md", "shortDescription": {"text": "Possible secret in README.md"}, "fullDescription": {"text": "Detected pattern matching private_key. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "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 2 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 29 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, 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-69cf19e63fb265b6", "name": "Commented-code block (6 lines) in main.py:161", "shortDescription": {"text": "Commented-code block (6 lines) in main.py:161"}, "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-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:\nmain.py:digest_unsubscribe_confirm, main.py:digest_unsubscribe\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-b9643b7edca2fd7b", "name": "FastAPI POST `digest_unsubscribe` without auth dependency \u2014 main.py:290", "shortDescription": {"text": "FastAPI POST `digest_unsubscribe` without auth dependency \u2014 main.py:290"}, "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}}]}}, "automationDetails": {"id": "repobility/26911"}, "properties": {"repository": "johannespietsch/research-companion", "repoUrl": "https://github.com/johannespietsch/research-companion", "branch": "main"}, "results": [{"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-77a464701f01cedf", "level": "error", "message": {"text": "Possible secret in README.md"}, "properties": {"repobilityId": "7e8d0f40ced2565c", "scanner": "scanner-primary", "fingerprint": "77a464701f01cedf", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "README.md"}, "region": {"startLine": 95}}}]}, {"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": "096b7a514c677796", "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": "6df2262cef181de4", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "ebfcd0660d249d87", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-69cf19e63fb265b6", "level": "none", "message": {"text": "Commented-code block (6 lines) in main.py:161"}, "properties": {"repobilityId": "f8ece7b88bcba7c3", "scanner": "scanner-primary", "fingerprint": "69cf19e63fb265b6", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "3546c448355c78ec", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-b9643b7edca2fd7b", "level": "error", "message": {"text": "FastAPI POST `digest_unsubscribe` without auth dependency \u2014 main.py:290"}, "properties": {"repobilityId": "9237bee9f76fd1ea", "scanner": "scanner-primary", "fingerprint": "b9643b7edca2fd7b", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.fastapi.unauth_mutation"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "main.py"}, "region": {"startLine": 290}}}]}]}]}