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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-429180ee20b07f6b", "name": "Possibly dead Python function: modes_needed_for_energy", "shortDescription": {"text": "Possibly dead Python function: modes_needed_for_energy"}, "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-d8d82c8a629a8f3d", "name": "Possibly dead Python function: import_file", "shortDescription": {"text": "Possibly dead Python function: import_file"}, "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-66f510d73432745f", "name": "Possibly dead Python function: evaluate_timeresolved", "shortDescription": {"text": "Possibly dead Python function: evaluate_timeresolved"}, "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-27924aa79fa4a517", "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. 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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-bcac530b2a0cd477", "name": "Commented-code block (6 lines) in icarus/registry/extractor.py:150", "shortDescription": {"text": "Commented-code block (6 lines) in icarus/registry/extractor.py:150"}, "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-94e4df45aef8086f", "name": "Legacy-named symbol `multi_dataset_v1` in icarus/registry/trainer.py:64", "shortDescription": {"text": "Legacy-named symbol `multi_dataset_v1` in icarus/registry/trainer.py:64"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). 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Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/21770"}, "properties": {"repository": "twumbarimaraymond1-coder/icarus", "repoUrl": "https://github.com/twumbarimaraymond1-coder/icarus", "branch": "main"}, "results": [{"ruleId": "scanner-82bbcb2a99963115", "level": "note", "message": {"text": "Possibly dead Python function: objective"}, "properties": {"repobilityId": "b2ca8f96950eb149", "scanner": "scanner-primary", "fingerprint": "82bbcb2a99963115", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "icarus/models/neural.py:211"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e3b32b8d4e73d39b", "level": "note", "message": {"text": "Possibly dead Python function: plot_pod_modes"}, "properties": {"repobilityId": "e69348985a009f73", 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"severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "icarus/decomposition/pod.py:211"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-429180ee20b07f6b", "level": "note", "message": {"text": "Possibly dead Python function: modes_needed_for_energy"}, "properties": {"repobilityId": "16b4b24070d8a6c1", "scanner": "scanner-primary", "fingerprint": "429180ee20b07f6b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "icarus/decomposition/pod.py:230"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d8d82c8a629a8f3d", "level": "note", "message": {"text": "Possibly dead Python function: import_file"}, "properties": {"repobilityId": "d7147fd930def14d", "scanner": "scanner-primary", "fingerprint": "d8d82c8a629a8f3d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "icarus/registry/dataset.py:181"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-66f510d73432745f", "level": "note", "message": {"text": "Possibly dead Python function: evaluate_timeresolved"}, "properties": {"repobilityId": "ac3932ec3d29ec03", "scanner": "scanner-primary", "fingerprint": "66f510d73432745f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "icarus/metrics/evaluation.py:73"}, "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-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "ae16880318b99912", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 38}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "04f57d208548fcef", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 41}}}]}, {"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-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "2e7f43ecdd996eb7", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "25979a29ac9b81df", "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": "8f4cadfc95c29f65", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-bcac530b2a0cd477", "level": "none", "message": {"text": "Commented-code block (6 lines) in icarus/registry/extractor.py:150"}, "properties": {"repobilityId": "ca9896f569b31726", "scanner": "scanner-primary", "fingerprint": "bcac530b2a0cd477", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-94e4df45aef8086f", "level": "note", "message": {"text": "Legacy-named symbol `multi_dataset_v1` in icarus/registry/trainer.py:64"}, "properties": {"repobilityId": "ea5c28d06289568c", "scanner": "scanner-primary", "fingerprint": "94e4df45aef8086f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "ce8718c2351b6afa", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}