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Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-25831c18e37791e8", "name": "Insecure pattern 'eval_used' in skills/README.md:169", "shortDescription": {"text": "Insecure pattern 'eval_used' in skills/README.md:169"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c205b1f105ab84a7", "name": "Insecure pattern 'node_child_process' in skills/run-local-model-lab/scripts/arena.sh:263", "shortDescription": {"text": "Insecure pattern 'node_child_process' in skills/run-local-model-lab/scripts/arena.sh:263"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-df593d521908a88b", "name": "Insecure pattern 'node_child_process' in src/optimize-workload.ts:3", "shortDescription": {"text": "Insecure pattern 'node_child_process' in src/optimize-workload.ts:3"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-76db2e551d6990ed", "name": "Insecure pattern 'node_child_process' in src/commands/run.ts:1", "shortDescription": {"text": "Insecure pattern 'node_child_process' in src/commands/run.ts:1"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "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/setup-node@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-cb639d9a10a47b23", "name": "package.json defines install-time lifecycle scripts", "shortDescription": {"text": "package.json defines install-time lifecycle scripts"}, "fullDescription": {"text": "preinstall/install/postinstall/prepare scripts execute during dependency installation. 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This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9d79c4077342a7d0", "name": "Runtime service client appears to use placeholder configuration", "shortDescription": {"text": "Runtime service client appears to use placeholder configuration"}, "fullDescription": {"text": "A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured."}, "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-836717d730f22d36", "name": "Agent instruction contains unpinned remote install: skills/onboard/SKILL.md", "shortDescription": {"text": "Agent instruction contains unpinned remote install: skills/onboard/SKILL.md"}, "fullDescription": {"text": "Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e725d2ab884fbd49", "name": "Multiple root agent instruction files without precedence", "shortDescription": {"text": "Multiple root agent instruction files without precedence"}, "fullDescription": {"text": "The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-82c8d56eee2ea2c3", "name": "Commented-code block (5 lines) in skills/run-local-model-lab/scripts/blind_arena.ts:9", "shortDescription": {"text": "Commented-code block (5 lines) in skills/run-local-model-lab/scripts/blind_arena.ts:9"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d1aecef6642a984f", "name": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/login.ts:393", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/login.ts:393"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-054d8749c2da2f0e", "name": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/doctor.ts:59", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/doctor.ts:59"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2e6e15e0d1347b23", "name": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/gateway.ts:129", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 src/commands/gateway.ts:129"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/21883"}, "properties": {"repository": "understudylabs/understudy-agent-tools", "repoUrl": "https://github.com/understudylabs/understudy-agent-tools", "branch": "main"}, "results": [{"ruleId": "scanner-de98d66797603594", "level": "note", "message": {"text": "Possibly dead Python function: forced_logps"}, "properties": {"repobilityId": "ec2c3c8d43ccc157", "scanner": "scanner-primary", "fingerprint": "de98d66797603594", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/local-distillation-lab/examples/kernel2_mlxvlm.py:32"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ac70ad9d6d15ed9d", "level": "note", "message": {"text": "Possibly dead Python function: loss_on"}, "properties": {"repobilityId": "b8e1dd166be9fe3c", "scanner": "scanner-primary", "fingerprint": "ac70ad9d6d15ed9d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/local-distillation-lab/examples/kernel2_mlxvlm.py:58"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f584b422fc4df98a", "level": "note", "message": {"text": "Possibly dead Python function: loss_on"}, "properties": {"repobilityId": "b8e1dd166be9fe3c", "scanner": "scanner-primary", "fingerprint": "f584b422fc4df98a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/local-distillation-lab/examples/bench8h.py:111"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d7454714b00469d2", "level": "note", "message": {"text": "Possibly dead Python function: fin"}, "properties": {"repobilityId": "33536fae46a07161", "scanner": "scanner-primary", "fingerprint": "d7454714b00469d2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/local-distillation-lab/examples/bench8h.py:182"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-803f322ca58e6e13", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 skills/run-local-model-lab/scripts/blind_arena.ts:487"}, "properties": {"repobilityId": "a00d43946ba9b959", "scanner": "scanner-primary", "fingerprint": "803f322ca58e6e13", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-4e225331c308c9f2", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 src/index.ts:75"}, "properties": {"repobilityId": "867f5b4f120dafeb", "scanner": "scanner-primary", "fingerprint": "4e225331c308c9f2", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-b0e000be82553cde", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 src/optimize-workload.ts:435"}, "properties": {"repobilityId": "f26f98875e5529a6", "scanner": "scanner-primary", "fingerprint": "b0e000be82553cde", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-89c8fa391767f9d3", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 src/commands/optimize-workload.ts:11"}, "properties": {"repobilityId": "4fc5c26eada9b227", "scanner": "scanner-primary", "fingerprint": "89c8fa391767f9d3", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-05f6c155ca201b61", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 src/snippets/openai.ts:41"}, "properties": {"repobilityId": "e1cbd2e864cd67b3", "scanner": "scanner-primary", "fingerprint": "05f6c155ca201b61", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-5a91a4fb22e4fc33", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 src/snippets/anthropic.ts:38"}, "properties": {"repobilityId": "6ec6a5976fe3fd53", "scanner": "scanner-primary", "fingerprint": "5a91a4fb22e4fc33", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"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-8a7b9125614fdbe2", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in scripts/validate-public-skills.mjs:5"}, "properties": {"repobilityId": "ad247ce0ac381b5d", "scanner": "scanner-primary", "fingerprint": "8a7b9125614fdbe2", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/validate-public-skills.mjs"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-e715f3c26ca42c19", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in scripts/package-smoke.mjs:5"}, "properties": {"repobilityId": "f90620dcda6ae8c6", "scanner": "scanner-primary", "fingerprint": "e715f3c26ca42c19", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/package-smoke.mjs"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-25831c18e37791e8", "level": "error", "message": {"text": "Insecure pattern 'eval_used' in skills/README.md:169"}, "properties": {"repobilityId": "350a6827f62e28ab", "scanner": "scanner-primary", "fingerprint": "25831c18e37791e8", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "eval_used"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/README.md"}, "region": {"startLine": 169}}}]}, {"ruleId": "scanner-c205b1f105ab84a7", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in skills/run-local-model-lab/scripts/arena.sh:263"}, "properties": {"repobilityId": "496f669a4f96332a", "scanner": "scanner-primary", "fingerprint": "c205b1f105ab84a7", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "skills/run-local-model-lab/scripts/arena.sh"}, "region": {"startLine": 263}}}]}, {"ruleId": "scanner-df593d521908a88b", "level": "warning", "message": 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