{"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-660304582b1ddf5d", "name": "Possibly dead Python function: dollars", "shortDescription": {"text": "Possibly dead Python function: dollars"}, "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-995b9f95ca86e2da", "name": "Possibly dead Python function: cmd_run_daily", "shortDescription": {"text": "Possibly dead Python function: cmd_run_daily"}, "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-d5a41c1529925a88", "name": "Possibly dead Python function: cmd_push_raw", "shortDescription": {"text": "Possibly dead Python function: cmd_push_raw"}, "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-b5946af508a4a0a4", "name": "Possibly dead Python function: cmd_daily_ingest", "shortDescription": {"text": "Possibly dead Python function: cmd_daily_ingest"}, "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-a5ce1ee3379cf439", "name": "Possibly dead Python function: cmd_logs", "shortDescription": {"text": "Possibly dead Python function: cmd_logs"}, "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-78e753bc24f86ddc", "name": "Possibly dead Python function: cmd_backfill", "shortDescription": {"text": "Possibly dead Python function: cmd_backfill"}, "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-fa4b064a5f9cf772", "name": "Possibly dead Python function: cmd_match", "shortDescription": {"text": "Possibly dead Python function: cmd_match"}, "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-c5961c05edf7408e", "name": "Possibly dead Python function: cmd_pull", "shortDescription": {"text": "Possibly dead Python function: cmd_pull"}, "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-7c3fd67a0f3ce483", "name": "Possibly dead Python function: cmd_push", "shortDescription": {"text": "Possibly dead Python function: cmd_push"}, "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-9256cec66f69c574", "name": "Possibly dead Python function: cmd_stats", "shortDescription": {"text": "Possibly dead Python function: cmd_stats"}, "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-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-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "2 tests / 16 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 33 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-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-dd27ee1de0c592ba", "name": "Commented-code block (5 lines) in src/grocery_db/ingest.py:86", "shortDescription": {"text": "Commented-code block (5 lines) in src/grocery_db/ingest.py:86"}, "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-f0f9d47c3903c13a", "name": "Stub function `close` (body is just `pass`/`return`) \u2014 src/grocery_db/scrapers/coles.py:122", "shortDescription": {"text": "Stub function `close` (body is just `pass`/`return`) \u2014 src/grocery_db/scrapers/coles.py:122"}, "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-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:\nsrc/grocery_db/cli.py:cmd_push_raw, src/grocery_db/cli.py:cmd_push\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/18101"}, "properties": {"repository": "rhysmaiden/grocery_db", "repoUrl": "https://github.com/rhysmaiden/grocery_db", "branch": "main"}, "results": [{"ruleId": "scanner-660304582b1ddf5d", "level": "note", "message": {"text": "Possibly dead Python function: dollars"}, "properties": {"repobilityId": "52deb059418a448b", "scanner": "scanner-primary", "fingerprint": "660304582b1ddf5d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard/app.py:90"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-995b9f95ca86e2da", "level": "note", "message": {"text": "Possibly dead Python function: cmd_run_daily"}, "properties": {"repobilityId": "dfc99ca0e644aacc", "scanner": "scanner-primary", "fingerprint": "995b9f95ca86e2da", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:89"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d5a41c1529925a88", "level": "note", "message": {"text": "Possibly dead Python function: cmd_push_raw"}, "properties": {"repobilityId": "8170d7e284f4f413", "scanner": "scanner-primary", "fingerprint": "d5a41c1529925a88", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:139"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b5946af508a4a0a4", "level": "note", "message": {"text": "Possibly dead Python function: cmd_daily_ingest"}, "properties": {"repobilityId": "e87aca7190360a21", "scanner": "scanner-primary", "fingerprint": "b5946af508a4a0a4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:144"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a5ce1ee3379cf439", "level": "note", "message": {"text": "Possibly dead Python function: cmd_logs"}, "properties": {"repobilityId": "983c48780a905c98", "scanner": "scanner-primary", "fingerprint": "a5ce1ee3379cf439", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:172"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-78e753bc24f86ddc", "level": "note", "message": {"text": "Possibly dead Python function: cmd_backfill"}, "properties": {"repobilityId": "75b917fa5e4c999e", "scanner": "scanner-primary", "fingerprint": "78e753bc24f86ddc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:181"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fa4b064a5f9cf772", "level": "note", "message": {"text": "Possibly dead Python function: cmd_match"}, "properties": {"repobilityId": "43ca5e4c80a1c802", "scanner": "scanner-primary", "fingerprint": "fa4b064a5f9cf772", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:191"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c5961c05edf7408e", "level": "note", "message": {"text": "Possibly dead Python function: cmd_pull"}, "properties": {"repobilityId": "b779c3960f727203", "scanner": "scanner-primary", "fingerprint": "c5961c05edf7408e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:201"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7c3fd67a0f3ce483", "level": "note", "message": {"text": "Possibly dead Python function: cmd_push"}, "properties": {"repobilityId": "b51e3a9dddbb41fd", "scanner": "scanner-primary", "fingerprint": "7c3fd67a0f3ce483", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:206"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9256cec66f69c574", "level": "note", "message": {"text": "Possibly dead Python function: cmd_stats"}, "properties": {"repobilityId": "192d1822cd670340", "scanner": "scanner-primary", "fingerprint": "9256cec66f69c574", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/grocery_db/cli.py:211"}, "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-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-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": "6ea0c69a63471a12", "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": "ae57c1860ed5f762", "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": "cd4bb0521ca3e007", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "aba19fb33c6fa4e7", "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": "6fee91cb40253c55", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-dd27ee1de0c592ba", "level": "none", "message": {"text": "Commented-code block (5 lines) in src/grocery_db/ingest.py:86"}, "properties": {"repobilityId": "634a2b25305e938f", "scanner": "scanner-primary", "fingerprint": "dd27ee1de0c592ba", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-f0f9d47c3903c13a", "level": "note", "message": {"text": "Stub function `close` (body is just `pass`/`return`) \u2014 src/grocery_db/scrapers/coles.py:122"}, "properties": {"repobilityId": "e59b1e0f19bb7b67", "scanner": "scanner-primary", "fingerprint": "f0f9d47c3903c13a", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "76cbf5d50eae299a", "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": "09a1dde626c1fdf3", "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": "9c5061e1eef89bf0", "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": "cb14f60c0845ea52", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}