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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0106527025ef6bcd", "name": "Possibly dead Python function: publish_to_hub", "shortDescription": {"text": "Possibly dead Python function: publish_to_hub"}, "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-e9b84a1624c1c747", "name": "Possibly dead Python function: list_attestations_by_actor", "shortDescription": {"text": "Possibly dead Python function: list_attestations_by_actor"}, "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-3dfe9f34aa5de887", "name": "Possibly dead Python function: list_evaluations_for_target", "shortDescription": {"text": "Possibly dead Python function: list_evaluations_for_target"}, "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-bb553e66b7c9f545", "name": "Possibly dead Python function: frontier_summary", "shortDescription": {"text": "Possibly dead Python function: frontier_summary"}, "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-e7092c8494b740ea", "name": "Possibly dead Python function: mock_protein_fold", "shortDescription": {"text": "Possibly dead Python function: mock_protein_fold"}, "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-d1d7858eb2ed2bae", "name": "Docker base image is tag-pinned but not digest-pinned: rust:1.91-slim-bookworm", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: rust:1.91-slim-bookworm"}, "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-e3990085493ecc88", "name": "Docker base image is tag-pinned but not digest-pinned: debian:bookworm-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: debian:bookworm-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-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-c431f39972ceba20", "name": "Insecure pattern 'direct_innerhtml_assignment' in crates/vela-hub/src/main.rs:5856", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in crates/vela-hub/src/main.rs:5856"}, "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-69d4b5a89bff636f", "name": "Very large file: crates/vela-protocol/tests/cross_impl_reducer_fixtures.rs (3364 lines)", "shortDescription": {"text": "Very large file: crates/vela-protocol/tests/cross_impl_reducer_fixtures.rs (3364 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-116dfb173ce311bb", "name": "Very large file: crates/vela-protocol/src/reducer.rs (2613 lines)", "shortDescription": {"text": "Very large file: crates/vela-protocol/src/reducer.rs (2613 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and 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crates/vela-protocol/src/project.rs (1237 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-7b258aaed470a247", "name": "Very large file: crates/vela-protocol/src/sign.rs (1335 lines)", "shortDescription": {"text": "Very large file: crates/vela-protocol/src/sign.rs (1335 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-2a44e310976c1890", "name": "Very large file: crates/vela-protocol/src/repo.rs (1670 lines)", "shortDescription": {"text": "Very large file: crates/vela-protocol/src/repo.rs (1670 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-866b7a9327aa6dd7", "name": "Very large file: crates/vela-protocol/src/frontier_repo.rs (1553 lines)", "shortDescription": {"text": "Very large file: crates/vela-protocol/src/frontier_repo.rs (1553 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-19548dc631d8f431", "name": "Very large file: crates/vela-edge/src/signals.rs (1318 lines)", "shortDescription": {"text": "Very large file: crates/vela-edge/src/signals.rs (1318 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-4a0fc0b2f9494791", "name": "Very large file: crates/vela-edge/src/benchmark.rs (2010 lines)", "shortDescription": {"text": "Very large file: crates/vela-edge/src/benchmark.rs (2010 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-698b45c0830cd0b6", "name": "Very large file: crates/vela-edge/src/lint.rs (1428 lines)", "shortDescription": {"text": "Very large file: crates/vela-edge/src/lint.rs (1428 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-66bb58d63f57a487", "name": "Very large file: crates/vela-edge/src/export.rs (2499 lines)", "shortDescription": {"text": "Very large file: crates/vela-edge/src/export.rs (2499 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-5625c8ebb7a39421", "name": "Very large file: crates/vela-hub/src/main.rs (7111 lines)", "shortDescription": {"text": "Very large file: crates/vela-hub/src/main.rs (7111 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-443defb42c184758", "name": "Very large file: crates/vela-hub/src/db.rs (3967 lines)", "shortDescription": {"text": "Very large file: crates/vela-hub/src/db.rs (3967 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-015c5ceea90df4ca", "name": "Very large file: crates/vela-verify/src/lib.rs (1944 lines)", "shortDescription": {"text": "Very large file: crates/vela-verify/src/lib.rs (1944 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-d49eef3c850ed5c0", "name": "Very large file: crates/vela-cli/src/cli_commands.rs (3905 lines)", "shortDescription": {"text": "Very large file: crates/vela-cli/src/cli_commands.rs (3905 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-6b0cee36bb0f4113", "name": "Very large file: crates/vela-cli/src/cli.rs (6057 lines)", "shortDescription": {"text": "Very large file: crates/vela-cli/src/cli.rs (6057 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-d56f65254b340230", "name": "Very large file: crates/vela-cli/src/serve.rs (3840 lines)", "shortDescription": {"text": "Very large file: crates/vela-cli/src/serve.rs (3840 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-6301d96add1785bb", "name": "Very large file: crates/vela-cli/src/cli_registry.rs (1182 lines)", "shortDescription": {"text": "Very large file: crates/vela-cli/src/cli_registry.rs (1182 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-b70e0ab38c67050a", "name": "Very large file: clients/python/vela_reducer.py (1304 lines)", "shortDescription": {"text": "Very large file: clients/python/vela_reducer.py (1304 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-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "34 tests / 152 src (ratio 0.22)."}, "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 96 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-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 28 placeholder/mock markers across 14 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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-f619495e03525703", "name": "Commented-code block (6 lines) in conformance/verify.py:190", "shortDescription": {"text": "Commented-code block (6 lines) in conformance/verify.py:190"}, "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-27647ddc54c8d266", "name": "Commented-code block (8 lines) in clients/typescript/vela_reducer.ts:5", "shortDescription": {"text": "Commented-code block (8 lines) in clients/typescript/vela_reducer.ts:5"}, "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-a866ff2eb57b9141", "name": "Legacy-named symbol `frontiers_v2` in clients/python/vela_loader.py:9", "shortDescription": {"text": "Legacy-named symbol `frontiers_v2` in clients/python/vela_loader.py:9"}, "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-2cb762a0aed7b47d", "name": "Commented-code block (8 lines) in clients/python/vela_loader.py:4", "shortDescription": {"text": "Commented-code block (8 lines) in clients/python/vela_loader.py:4"}, "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-63f237e03bd3f1d1", "name": "Commented-code block (5 lines) in clients/python/vela_verify.py:25", "shortDescription": {"text": "Commented-code block (5 lines) in clients/python/vela_verify.py:25"}, "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-bd23eb6ac9ec192d", "name": "Commented-code block (6 lines) in clients/python/vela_reducer.py:4", "shortDescription": {"text": "Commented-code block (6 lines) in clients/python/vela_reducer.py:4"}, "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-681c3b84b0a33339", "name": "Legacy-named symbol `frontiers_v2` in clients/python/tests/test_loader_frontiers_v2.py:4", "shortDescription": {"text": "Legacy-named symbol `frontiers_v2` in clients/python/tests/test_loader_frontiers_v2.py:4"}, "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-fecaef98f8552577", "name": "Commented-code block (6 lines) in clients/python/tests/test_loader_frontiers_v2.py:2", "shortDescription": {"text": "Commented-code block (6 lines) in clients/python/tests/test_loader_frontiers_v2.py:2"}, "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-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbindings/python/vela/__init__.py:from_dict, bindings/python/vela/__init__.py:from_dict, bindings/python/vela/__init__.py:from_dict\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:\nbindings/python/vela/__init__.py:findings, bindings/python/vela/__init__.py:find\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/22125"}, "properties": {"repository": "vela-science/vela", "repoUrl": "https://github.com/vela-science/vela", "branch": "main"}, "results": [{"ruleId": "scanner-5dfa6d40bf11251b", "level": "note", "message": {"text": "Possibly dead Python function: list_findings"}, "properties": {"repobilityId": "80787c8aabe9ad48", "scanner": "scanner-primary", "fingerprint": "5dfa6d40bf11251b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "bindings/python/vela/__init__.py:304"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-120011d7f277de12", "level": "note", "message": {"text": "Possibly dead Python function: find"}, "properties": {"repobilityId": "5133509281e15183", "scanner": "scanner-primary", 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