{"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-0a2929bf48c234c8", "name": "Possibly dead Python function: nll", "shortDescription": {"text": "Possibly dead Python function: nll"}, "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-f76ce4c9129a2b3e", "name": "Possibly dead Python function: cluster_key", "shortDescription": {"text": "Possibly dead Python function: cluster_key"}, "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-d319448d44e7e4c1", "name": "Possibly dead Python function: third_key", "shortDescription": {"text": "Possibly dead Python function: third_key"}, "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-740be51aa83de4c7", "name": "Possibly dead Python function: nll", "shortDescription": {"text": "Possibly dead Python function: nll"}, "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-0897f65ab0ede876", "name": "Possibly dead Python function: nll", "shortDescription": {"text": "Possibly dead Python function: nll"}, "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-5c9685da06c5eec7", "name": "Possibly dead Python function: nll", "shortDescription": {"text": "Possibly dead Python function: nll"}, "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-4602142652732d43", "name": "Insecure pattern 'direct_innerhtml_assignment' in docs/app.js:21", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in docs/app.js:21"}, "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-0f25633e3ebe2f7f", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "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 61 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-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. 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-be49f702002a8a53", "name": "Legacy-named symbol `simulate_group_legacy` in scripts/run_backtest.py:91", "shortDescription": {"text": "Legacy-named symbol `simulate_group_legacy` in scripts/run_backtest.py:91"}, "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-51d87566fd64489d", "name": "Commented-code block (8 lines) in scripts/run_backtest.py:237", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/run_backtest.py:237"}, "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-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: `ODDS_SNAPSHOT_BASELINE_H`, `ODDS_SNAPSHOT_WINDOW_H`. 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:\nscripts/run_tournament_backtest.py:overall_key, scripts/run_tournament_backtest.py:overall_key\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/22503"}, "properties": {"repository": "waledosunmu/worldcup-predictor", "repoUrl": "https://github.com/waledosunmu/worldcup-predictor", "branch": "main"}, "results": [{"ruleId": "scanner-0a2929bf48c234c8", "level": "note", "message": {"text": "Possibly dead Python function: nll"}, "properties": {"repobilityId": "5752c7fee5c8e0a5", "scanner": "scanner-primary", "fingerprint": "0a2929bf48c234c8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/goals.py:19"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f76ce4c9129a2b3e", "level": "note", "message": {"text": "Possibly dead Python function: cluster_key"}, "properties": {"repobilityId": "92ae64b2698fb0ba", "scanner": "scanner-primary", "fingerprint": "f76ce4c9129a2b3e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/simulate.py:125"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d319448d44e7e4c1", "level": "note", "message": {"text": "Possibly dead Python function: third_key"}, "properties": {"repobilityId": "979161f4e919c8dc", "scanner": "scanner-primary", "fingerprint": "d319448d44e7e4c1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/simulate.py:188"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-740be51aa83de4c7", "level": "note", "message": {"text": "Possibly dead Python function: nll"}, "properties": {"repobilityId": "5752c7fee5c8e0a5", "scanner": "scanner-primary", "fingerprint": "740be51aa83de4c7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/calibration.py:83"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0897f65ab0ede876", "level": "note", "message": {"text": "Possibly dead Python function: nll"}, "properties": {"repobilityId": "5752c7fee5c8e0a5", "scanner": "scanner-primary", "fingerprint": "0897f65ab0ede876", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/dixoncoles.py:120"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5c9685da06c5eec7", "level": "note", "message": {"text": "Possibly dead Python function: nll"}, "properties": {"repobilityId": "5752c7fee5c8e0a5", "scanner": "scanner-primary", "fingerprint": "5c9685da06c5eec7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wcpred/covariates.py:141"}, "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-4602142652732d43", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in docs/app.js:21"}, "properties": {"repobilityId": "5c1ec0cc9ba6fd66", "scanner": "scanner-primary", "fingerprint": "4602142652732d43", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docs/app.js"}, "region": {"startLine": 21}}}]}, {"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-0f25633e3ebe2f7f", "level": "warning", "message": {"text": "GitHub Actions workflow grants broad write permissions"}, "properties": {"repobilityId": "57e9ed3bcf34226a", "scanner": "scanner-primary", "fingerprint": "0f25633e3ebe2f7f", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "least-privilege"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/daily-update.yml"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "7ce3d5cca4d13a04", "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": "b28c9bed8e13dbfb", "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": "5c0f31c9d72faf24", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "42f8edf09b45ef78", "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": "916b38141fd57217", "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": "8fe0419d039c7598", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-be49f702002a8a53", "level": "note", "message": {"text": "Legacy-named symbol `simulate_group_legacy` in scripts/run_backtest.py:91"}, "properties": {"repobilityId": "9e7552d9a1359d55", "scanner": "scanner-primary", "fingerprint": "be49f702002a8a53", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-51d87566fd64489d", "level": "none", "message": {"text": "Commented-code block (8 lines) in scripts/run_backtest.py:237"}, "properties": {"repobilityId": "01ac6b393c8dcc9d", "scanner": "scanner-primary", "fingerprint": "51d87566fd64489d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "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-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "ac5b95521de2bd04", "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": "d34c72d32e114261", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}