{"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-1bd00f0f359867c6", "name": "Possibly dead Python function: save_race_result", "shortDescription": {"text": "Possibly dead Python function: save_race_result"}, "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-341dbedc57012b55", "name": "Possibly dead Python function: task_all", "shortDescription": {"text": "Possibly dead Python function: task_all"}, "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-7f7b31d90d4621b2", "name": "Possibly dead Python function: run_weekly_daemon", "shortDescription": {"text": "Possibly dead Python function: run_weekly_daemon"}, "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-3c2fbba5c23bd66c", "name": "Possibly dead Python function: current_provider", "shortDescription": {"text": "Possibly dead Python function: current_provider"}, "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-c2054bdb70385831", "name": "Possibly dead Python function: score_bar_table", "shortDescription": {"text": "Possibly dead Python function: score_bar_table"}, "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-630c025275415a6e", "name": "Privileged port 12 in use", "shortDescription": {"text": "Privileged port 12 in use"}, "fullDescription": {"text": "Port 12 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3924ee25d51cf463", "name": "Privileged port 15 in use", "shortDescription": {"text": "Privileged port 15 in use"}, "fullDescription": {"text": "Port 15 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "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-28c4a04bd807da0c", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7d74ed33b4f4e0b5", "name": "Very large file: python/race_specific_analyzer.py (2014 lines)", "shortDescription": {"text": "Very large file: python/race_specific_analyzer.py (2014 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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 30 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-faccb9061e9b52a0", "name": "No README detected", "shortDescription": {"text": "No README detected"}, "fullDescription": {"text": "No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off."}, "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 486 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-11825279136b53a3", "name": "CI is configured but no tests are detected", "shortDescription": {"text": "CI is configured but no tests are detected"}, "fullDescription": {"text": "A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal."}, "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, tests, operator-readme. 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-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, tests, operator-readme. 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-bea357a6497a2d5d", "name": "Agent authority lacks a verifier contract: CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-13fa523ba8100107", "name": "Commented-code block (5 lines) in python/weekly_pipeline.py:314", "shortDescription": {"text": "Commented-code block (5 lines) in python/weekly_pipeline.py:314"}, "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-3ade1cc73d4f62e7", "name": "Network/subprocess call without timeout or try/except \u2014 python/scheduler.py:65", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 python/scheduler.py:65"}, "fullDescription": {"text": "`subprocess.run(...)` 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-bc4c15b12b3318cd", "name": "Legacy-named symbol `find_unrecorded_old` in python/result_auto_fetcher.py:63", "shortDescription": {"text": "Legacy-named symbol `find_unrecorded_old` in python/result_auto_fetcher.py:63"}, "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-c7a055bcc075b8c1", "name": "Network/subprocess call without timeout or try/except \u2014 python/predict_by_race_id.py:42", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 python/predict_by_race_id.py:42"}, "fullDescription": {"text": "`subprocess.run(...)` 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-1cde39069989caf3", "name": "Legacy-named symbol `cmd_send_v2` in python/notifier.py:202", "shortDescription": {"text": "Legacy-named symbol `cmd_send_v2` in python/notifier.py:202"}, "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-022e6399d1ef2beb", "name": "12 env vars used in code but missing from .env.example", "shortDescription": {"text": "12 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `APP_URL`, `DISCORD_WEBHOOK_URL`, `NETKEIBA_LOGIN_ID`, `NETKEIBA_PASSWORD`, `PADDOCK_MODEL`, `PGCONNECT_TIMEOUT`, `PIPELINE_SCRIPT_TIMEOUT`, `SKIP_LLAVA` + 4 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ee53e8e0c58609d8", "name": "Near-duplicate function bodies in 15 places", "shortDescription": {"text": "Near-duplicate function bodies in 15 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\npython/scraper.py:get_conn, python/setup_db.py:get_conn, python/predictor.py:get_conn, python/composite_scorer.py:get_conn\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-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:\npython/predictor.py:download_candidate_image, python/high_dividend_selector.py:download_image\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/20628"}, "properties": {"repository": "sy302202502/FacePredictionAppStep4", "repoUrl": "https://github.com/sy302202502/FacePredictionAppStep4", "branch": "main"}, "results": [{"ruleId": "scanner-1bd00f0f359867c6", "level": "note", "message": {"text": "Possibly dead Python function: save_race_result"}, "properties": {"repobilityId": "d49ee9ab1b30e848", "scanner": "scanner-primary", "fingerprint": "1bd00f0f359867c6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/scraper.py:216"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-341dbedc57012b55", "level": "note", "message": {"text": "Possibly dead Python function: task_all"}, "properties": {"repobilityId": "fbbfab6c84a617a9", "scanner": "scanner-primary", "fingerprint": "341dbedc57012b55", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/scheduler.py:160"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7f7b31d90d4621b2", "level": "note", "message": {"text": "Possibly dead Python function: run_weekly_daemon"}, "properties": {"repobilityId": "f00c796ea369caa6", "scanner": "scanner-primary", "fingerprint": "7f7b31d90d4621b2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/scheduler.py:168"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3c2fbba5c23bd66c", "level": "note", "message": {"text": "Possibly dead Python function: current_provider"}, "properties": {"repobilityId": "7c532e24e863533d", "scanner": "scanner-primary", "fingerprint": "3c2fbba5c23bd66c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/llm_client.py:280"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c2054bdb70385831", "level": "note", "message": {"text": "Possibly dead Python function: score_bar_table"}, "properties": {"repobilityId": "b5010c8af6c7de1d", "scanner": "scanner-primary", "fingerprint": "c2054bdb70385831", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "python/pdf_exporter.py:128"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-630c025275415a6e", "level": "warning", "message": {"text": "Privileged port 12 in use"}, "properties": {"repobilityId": "65e7eefa33f2def4", "scanner": "scanner-primary", "fingerprint": "630c025275415a6e", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "deploy/setup_conoha_cron.sh"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3924ee25d51cf463", "level": "warning", "message": {"text": "Privileged port 15 in use"}, "properties": {"repobilityId": "3340f9a170f285cd", "scanner": "scanner-primary", "fingerprint": "3924ee25d51cf463", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "deploy/setup_conoha_vm.sh"}, "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-28c4a04bd807da0c", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "2aee2e2d969c7c6b", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 20}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "5bc5119836505745", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 24}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "cdd488c07b90bf4b", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 35}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "5206950cf3c3cb8f", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 38}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "a996444fe9d8260b", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 45}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "a996444fe9d8260b", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 58}}}]}, {"ruleId": "scanner-28c4a04bd807da0c", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "1e168e1594cfcd53", "scanner": "scanner-primary", "fingerprint": "28c4a04bd807da0c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/deploy.yml"}, "region": {"startLine": 80}}}]}, {"ruleId": "scanner-7d74ed33b4f4e0b5", "level": "note", "message": {"text": "Very large file: python/race_specific_analyzer.py (2014 lines)"}, "properties": {"repobilityId": "0d58f004965d4858", "scanner": "scanner-primary", "fingerprint": "7d74ed33b4f4e0b5", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"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": "0895de24886f847f", "scanner": "scanner-primary", "fingerprint": 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