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benchflow-ai/skillsbench

https://github.com/benchflow-ai/skillsbench · scanned 2026-06-17 01:41 UTC (1 month, 1 week ago)

549 raw signals (0 security + 549 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -31.7 (diff) · 429 actionable findings from 1 signal source. 120 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
45.0
/100
Security checks
45
0 findings
System graph
45
100.0% cov · 429 findings
Critical
1
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
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Severity: Critical 1 High 14 Medium 250 Low 111 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 429 Crowd 0 Layer: Software 22 Frontend 60 Network 13 Hardware 118 Security 33 Quality 171 Api 12
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Scan summary Repository scanned at 45.0/100 with 100.0% coverage. It contains 8161 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 549 findings — concentrated in hardware (217), quality (188), frontend (60). Risk profile is high: 2 critical, 22 high, 250 medium. Recommended next step: open the hardware layer findings first — that's where the highest-impact wins live.

Showing 374 of 429 actionable findings. 549 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 1.00 2 occurrences Possible secret in tasks/flink-query/environment/skills/senior-data-engineer/scripts/kafka_config_generator.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 609, 614
tasks/flink-query/environment/skills/senior-data-engineer/scripts/kafka_config_generator.py:609, 614 (2 hits)
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/find-topk-similiar-chemicals/environment/skills/pubchem-database/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks-extra/find-topk-similiar-chemicals/environment/skills/pubchem-database/SKILL.md:178 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/gpu-cluster-online-scheduling/environment/skills/multi-resource-allocation-validation/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks-extra/gpu-cluster-online-scheduling/environment/skills/multi-resource-allocation-validation/SKILL.md:67 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pedestrian-traffic-counting/environment/skills/gpt-multimodal/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks-extra/pedestrian-traffic-counting/environment/skills/gpt-multimodal/SKILL.md:85 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pg-essay-to-audiobook/environment/skills/audiobook/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks-extra/pg-essay-to-audiobook/environment/skills/audiobook/SKILL.md:152 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/SKILL.md:56 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/dapt-intrusion-detection/environment/skills/pcap-analysis/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks/dapt-intrusion-detection/environment/skills/pcap-analysis/SKILL.md:318 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/fix-erlang-ssh-cve/environment/skills/erlang-distribution/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks/fix-erlang-ssh-cve/environment/skills/erlang-distribution/SKILL.md:295 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/lake-warming-attribution/environment/skills/contribution-analysis/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks/lake-warming-attribution/environment/skills/contribution-analysis/SKILL.md:71 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/python-scala-translation/environment/skills/python-scala-collections/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks/python-scala-translation/environment/skills/python-scala-collections/SKILL.md:188 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/quantum-numerical-simulation/environment/skills/qutip/SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
tasks/quantum-numerical-simulation/environment/skills/qutip/SKILL.md:312 SecretsSkill file
high System graph hardware Supply chain conf 1.00 9 occurrences Dockerfile pipes a remote installer into a shell
Executing downloaded code during image build gives the remote endpoint build-time code execution. Prefer pinned packages or verify downloaded installers by checksum/signature.
9 files, 9 locations
tasks/fix-build-agentops/environment/Dockerfile:67
tasks/fix-build-google-auto/environment/Dockerfile:67
tasks/fix-visual-stability/environment/Dockerfile:33
tasks/pddl-tpp-planning/environment/Dockerfile:23
tasks/powerlifting-coef-calc/environment/Dockerfile:18
tasks/setup-fuzzing-py/environment/Dockerfile:5
tasks/software-dependency-audit/environment/Dockerfile:25
tasks/spring-boot-jakarta-migration/environment/Dockerfile:22
containersRemote installer
high System graph security security conf 1.00 Insecure pattern 'exec_used' in experiments/metrics-dashboard/server/index.ts:299
Found a known-risky pattern (exec_used). Review and replace if possible.
experiments/metrics-dashboard/server/index.ts:299 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in tasks/pddl-airport-planning/solution/solve.sh:41
Found a known-risky pattern (exec_used). Review and replace if possible.
tasks/pddl-airport-planning/solution/solve.sh:41 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in tasks/pddl-tpp-planning/solution/solve.sh:44
Found a known-risky pattern (exec_used). Review and replace if possible.
tasks/pddl-tpp-planning/solution/solve.sh:44 Exec used
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — website/src/app/(main)/tasks/[taskName]/components/task-verifier.tsx:61
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — website/src/components/BrandIcon.tsx:34
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — experiments/metrics-dashboard/src/App.tsx:718
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — experiments/metrics-dashboard/src/components/SystemInfoPanel.tsx:91
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — experiments/metrics-dashboard/src/components/TrialFilesPanel.tsx:92
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/fix-visual-stability/environment/app/src/components/Banner.tsx:11
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/fix-visual-stability/environment/app/src/components/LateBanner.tsx:11
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/fix-visual-stability/environment/app/src/components/ProductList.tsx:20
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/fix-visual-stability/environment/app/src/components/ResultsBar.tsx:19
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/fix-visual-stability/environment/app/src/components/SidePane.tsx:11
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — tasks/react-performance-debugging/environment/website/src/services/api-client.ts:8
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — website/src/app/opengraph-image.tsx:19
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.local.json
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.
.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/diff-transformer_impl/environment/skills/modal-gpu/SKILL.md
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.
tasks-extra/diff-transformer_impl/environment/skills/modal-gpu/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/gh-repo-analytics/environment/skills/gh-cli/SKILL.md
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.
tasks-extra/gh-repo-analytics/environment/skills/gh-cli/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/mhc-layer-impl/environment/skills/modal-gpu/SKILL.md
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.
tasks-extra/mhc-layer-impl/environment/skills/modal-gpu/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/nda-playbook-review/environment/skills/contract-playbook-review/SKILL.md
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.
tasks-extra/nda-playbook-review/environment/skills/contract-playbook-review/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/SKILL.md
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.
tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/pg-essay-to-audiobook/environment/skills/gtts/SKILL.md
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.
tasks-extra/pg-essay-to-audiobook/environment/skills/gtts/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/pg-essay-to-audiobook/environment/skills/openai-tts/SKILL.md
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.
tasks-extra/pg-essay-to-audiobook/environment/skills/openai-tts/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/speaker-diarization-subtitles/environment/skills/automatic-speech-recognition/SKILL.md
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.
tasks-extra/speaker-diarization-subtitles/environment/skills/automatic-speech-recognition/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/speaker-diarization-subtitles/environment/skills/multimodal-fusion/SKILL.md
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.
tasks-extra/speaker-diarization-subtitles/environment/skills/multimodal-fusion/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/speaker-diarization-subtitles/environment/skills/voice-activity-detection/SKILL.md
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.
tasks-extra/speaker-diarization-subtitles/environment/skills/voice-activity-detection/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/video-filler-word-remover/environment/skills/ffmpeg-video-editing/SKILL.md
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.
tasks-extra/video-filler-word-remover/environment/skills/ffmpeg-video-editing/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/video-filler-word-remover/environment/skills/whisper-transcription/SKILL.md
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.
tasks-extra/video-filler-word-remover/environment/skills/whisper-transcription/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks-extra/video-tutorial-indexer/environment/skills/speech-to-text/SKILL.md
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.
tasks-extra/video-tutorial-indexer/environment/skills/speech-to-text/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/dapt-intrusion-detection/environment/skills/threat-detection/SKILL.md
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.
tasks/dapt-intrusion-detection/environment/skills/threat-detection/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/debug-trl-grpo/environment/skills/rl-post-training/SKILL.md
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.
tasks/debug-trl-grpo/environment/skills/rl-post-training/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/drone-planning-control/environment/skills/flight-plan-parser/SKILL.md
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.
tasks/drone-planning-control/environment/skills/flight-plan-parser/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/drone-planning-control/environment/skills/plot-quadrotor/SKILL.md
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.
tasks/drone-planning-control/environment/skills/plot-quadrotor/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/drone-planning-control/environment/skills/stepinfo-3d/SKILL.md
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.
tasks/drone-planning-control/environment/skills/stepinfo-3d/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/earthquake-phase-association/environment/skills/seisbench-model-api/SKILL.md
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.
tasks/earthquake-phase-association/environment/skills/seisbench-model-api/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/earthquake-phase-association/environment/skills/seismic-picker-selection/SKILL.md
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.
tasks/earthquake-phase-association/environment/skills/seismic-picker-selection/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/econ-detrending-correlation/environment/skills/timeseries-detrending/SKILL.md
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.
tasks/econ-detrending-correlation/environment/skills/timeseries-detrending/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/exoplanet-detection-period/environment/skills/lomb-scargle-periodogram/SKILL.md
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.
tasks/exoplanet-detection-period/environment/skills/lomb-scargle-periodogram/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/exoplanet-detection-period/environment/skills/transit-least-squares/SKILL.md
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.
tasks/exoplanet-detection-period/environment/skills/transit-least-squares/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/fix-build-google-auto/environment/skills/maven-build-lifecycle/SKILL.md
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.
tasks/fix-build-google-auto/environment/skills/maven-build-lifecycle/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/fix-build-google-auto/environment/skills/maven-plugin-configuration/SKILL.md
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.
tasks/fix-build-google-auto/environment/skills/maven-plugin-configuration/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/fix-erlang-ssh-cve/environment/skills/find-bugs/SKILL.md
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.
tasks/fix-erlang-ssh-cve/environment/skills/find-bugs/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/flood-risk-analysis/environment/skills/usgs-data-download/SKILL.md
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.
tasks/flood-risk-analysis/environment/skills/usgs-data-download/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/glm-lake-mendota/environment/skills/glm-calibration/SKILL.md
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.
tasks/glm-lake-mendota/environment/skills/glm-calibration/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/hvac-control/environment/skills/safety-interlocks/SKILL.md
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.
tasks/hvac-control/environment/skills/safety-interlocks/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/jax-computing-basics/environment/skills/jax-skills/SKILL.md
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.
tasks/jax-computing-basics/environment/skills/jax-skills/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/lake-warming-attribution/environment/skills/contribution-analysis/SKILL.md
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.
tasks/lake-warming-attribution/environment/skills/contribution-analysis/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/lake-warming-attribution/environment/skills/pca-decomposition/SKILL.md
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.
tasks/lake-warming-attribution/environment/skills/pca-decomposition/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/latex-formula-extraction/environment/skills/marker/SKILL.md
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.
tasks/latex-formula-extraction/environment/skills/marker/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/manufacturing-equipment-maintenance/environment/skills/reflow-machine-maintenance-guidance/SKILL.md
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.
tasks/manufacturing-equipment-maintenance/environment/skills/reflow-machine-maintenance-guidance/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/mario-coin-counting/environment/skills/ffmpeg-keyframe-extraction/SKILL.md
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.
tasks/mario-coin-counting/environment/skills/ffmpeg-keyframe-extraction/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/mario-coin-counting/environment/skills/image-editing/SKILL.md
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.
tasks/mario-coin-counting/environment/skills/image-editing/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/mario-coin-counting/environment/skills/object-counter/SKILL.md
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.
tasks/mario-coin-counting/environment/skills/object-counter/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/multilingual-video-dubbing/environment/skills/ffmpeg-audio-processing/SKILL.md
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.
tasks/multilingual-video-dubbing/environment/skills/ffmpeg-audio-processing/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/multilingual-video-dubbing/environment/skills/ffmpeg-format-conversion/SKILL.md
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.
tasks/multilingual-video-dubbing/environment/skills/ffmpeg-format-conversion/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/multilingual-video-dubbing/environment/skills/ffmpeg-video-editing/SKILL.md
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.
tasks/multilingual-video-dubbing/environment/skills/ffmpeg-video-editing/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/multilingual-video-dubbing/environment/skills/ffmpeg-video-filters/SKILL.md
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.
tasks/multilingual-video-dubbing/environment/skills/ffmpeg-video-filters/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/r2r-mpc-control/environment/skills/mpc-horizon-tuning/SKILL.md
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.
tasks/r2r-mpc-control/environment/skills/mpc-horizon-tuning/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/radar-vital-signs/environment/skills/radar-vital-signs/SKILL.md
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.
tasks/radar-vital-signs/environment/skills/radar-vital-signs/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/radar-vital-signs/environment/skills/vital-sign-extraction/SKILL.md
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.
tasks/radar-vital-signs/environment/skills/vital-sign-extraction/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/sec-financial-report/environment/skills/13f-analyzer/SKILL.md
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.
tasks/sec-financial-report/environment/skills/13f-analyzer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/sec-financial-report/environment/skills/fuzzy-name-search/SKILL.md
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.
tasks/sec-financial-report/environment/skills/fuzzy-name-search/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/seismic-phase-picking/environment/skills/seisbench-model-api/SKILL.md
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.
tasks/seismic-phase-picking/environment/skills/seisbench-model-api/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/seismic-phase-picking/environment/skills/seismic-picker-selection/SKILL.md
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.
tasks/seismic-phase-picking/environment/skills/seismic-picker-selection/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/setup-fuzzing-py/environment/skills/discover-important-function/SKILL.md
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.
tasks/setup-fuzzing-py/environment/skills/discover-important-function/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/setup-fuzzing-py/environment/skills/fuzzing-python/SKILL.md
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.
tasks/setup-fuzzing-py/environment/skills/fuzzing-python/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/simpo-code-reproduction/environment/skills/nlp-research-repo-package-installment/SKILL.md
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.
tasks/simpo-code-reproduction/environment/skills/nlp-research-repo-package-installment/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/suricata-custom-exfil/environment/skills/pcap-triage-tshark/SKILL.md
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.
tasks/suricata-custom-exfil/environment/skills/pcap-triage-tshark/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/suricata-custom-exfil/environment/skills/suricata-offline-evejson/SKILL.md
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.
tasks/suricata-custom-exfil/environment/skills/suricata-offline-evejson/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/syzkaller-ppdev-syzlang/environment/skills/syzlang-ioctl-basics/SKILL.md
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.
tasks/syzkaller-ppdev-syzlang/environment/skills/syzlang-ioctl-basics/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/threejs-structure-parser/environment/skills/obj-exporter/SKILL.md
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.
tasks/threejs-structure-parser/environment/skills/obj-exporter/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/threejs-to-obj/environment/skills/obj-exporter/SKILL.md
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.
tasks/threejs-to-obj/environment/skills/obj-exporter/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-accommodations/SKILL.md
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.
tasks/travel-planning/environment/skills/search-accommodations/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-attractions/SKILL.md
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.
tasks/travel-planning/environment/skills/search-attractions/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-cities/SKILL.md
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.
tasks/travel-planning/environment/skills/search-cities/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-driving-distance/SKILL.md
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.
tasks/travel-planning/environment/skills/search-driving-distance/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-flights/SKILL.md
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.
tasks/travel-planning/environment/skills/search-flights/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/travel-planning/environment/skills/search-restaurants/SKILL.md
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.
tasks/travel-planning/environment/skills/search-restaurants/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/audio-extractor/SKILL.md
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.
tasks/video-silence-remover/environment/skills/audio-extractor/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/energy-calculator/SKILL.md
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.
tasks/video-silence-remover/environment/skills/energy-calculator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/pause-detector/SKILL.md
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.
tasks/video-silence-remover/environment/skills/pause-detector/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/report-generator/SKILL.md
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.
tasks/video-silence-remover/environment/skills/report-generator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/segment-combiner/SKILL.md
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.
tasks/video-silence-remover/environment/skills/segment-combiner/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: tasks/video-silence-remover/environment/skills/silence-detector/SKILL.md
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.
tasks/video-silence-remover/environment/skills/silence-detector/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/earthquake-phase-association/environment/skills/gamma-phase-associator/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/earthquake-phase-association/environment/skills/gamma-phase-associator/SKILL.md:18 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/exceltable-in-ppt/environment/skills/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/exceltable-in-ppt/environment/skills/pptx/SKILL.md:478 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/fix-build-agentops/environment/skills/uv-package-manager/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/fix-build-agentops/environment/skills/uv-package-manager/SKILL.md:55 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/organize-messy-files/environment/skills/docx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/organize-messy-files/environment/skills/docx/SKILL.md:194 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/organize-messy-files/environment/skills/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/organize-messy-files/environment/skills/pptx/SKILL.md:478 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/pptx-reference-formatting/environment/skills/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/pptx-reference-formatting/environment/skills/pptx/SKILL.md:478 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: tasks/simpo-code-reproduction/environment/skills/nlp-research-repo-package-installment/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
tasks/simpo-code-reproduction/environment/skills/nlp-research-repo-package-installment/SKILL.md:31 Supply chainSkill file
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing lockfile. 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.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
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.
Mock dataCritical flowGenerated repo pattern
medium System graph hardware Supply chain conf 1.00 Docker base image uses a mutable or implicit tag: gcr.io/oss-fuzz-base/base-builder-python
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/setup-fuzzing-py/environment/Dockerfile:1 containersPinned dependencies
medium System graph hardware Supply chain conf 1.00 Docker base image uses a mutable or implicit tag: huggingface_hub
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/latex-formula-extraction/environment/Dockerfile:53 containersPinned dependencies
medium System graph hardware Security conf 1.00 Dockerfile runs as root: experiments/sanity-tasks/hello-world/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/cobol-gl-batch-reconcile/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/diff-transformer_impl/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/find-topk-similiar-chemicals/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/gh-repo-analytics/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/gpu-cluster-online-scheduling/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/mhc-layer-impl/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/nda-playbook-review/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/pedestrian-traffic-counting/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/pg-essay-to-audiobook/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/scheduling-email-assistant/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/speaker-diarization-subtitles/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/taxonomy-tree-merge/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/video-filler-word-remover/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks-extra/video-tutorial-indexer/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/3d-scan-calc/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/ada-bathroom-plan-repair/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/adaptive-cruise-control/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/azure-bgp-oscillation-route-leak/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/bike-rebalance/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/citation-check/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/civ6-adjacency-optimizer/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/court-form-filling/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/crystallographic-wyckoff-position-analysis/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/dapt-intrusion-detection/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/data-to-d3/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/debug-trl-grpo/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/dialogue-parser/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/drone-planning-control/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/dynamic-object-aware-egomotion/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/earthquake-phase-association/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/earthquake-plate-calculation/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/econ-detrending-correlation/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/edit-pdf/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/energy-ac-optimal-power-flow/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/energy-market-pricing/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/energy-unit-commitment/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/enterprise-information-search/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/exam-block-sequencing/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/exceltable-in-ppt/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/exoplanet-detection-period/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/financial-modeling-qa/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/fix-build-agentops/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/fix-build-google-auto/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/fix-druid-loophole-cve/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/fix-erlang-ssh-cve/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/fix-visual-stability/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/flink-query/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/flood-risk-analysis/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/glm-lake-mendota/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/gravitational-wave-detection/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/grid-dispatch-operator/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/hvac-control/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/invoice-fraud-detection/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/jax-computing-basics/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/jpg-ocr-stat/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/lab-unit-harmonization/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/lake-warming-attribution/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/latex-formula-extraction/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/lean4-proof/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/llm-prefix-cache-replay/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/manufacturing-codebook-normalization/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/manufacturing-equipment-maintenance/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/manufacturing-fjsp-optimization/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/mario-coin-counting/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/mars-clouds-clustering/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/multilingual-video-dubbing/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/offer-letter-generator/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/organize-messy-files/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/paper-anonymizer/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/parallel-tfidf-search/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/paratransit-routing/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/pddl-airport-planning/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/pddl-tpp-planning/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/pdf-excel-diff/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/powerlifting-coef-calc/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/pptx-reference-formatting/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/protein-expression-analysis/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/python-scala-translation/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/quantum-numerical-simulation/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/r2r-mpc-control/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/radar-vital-signs/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/react-performance-debugging/environment/api-simulator/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/react-performance-debugging/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/reserves-at-risk-calc/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/sales-pivot-analysis/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/sec-financial-report/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/seismic-phase-picking/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/setup-fuzzing-py/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/shock-analysis-demand/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/shock-analysis-supply/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/simpo-code-reproduction/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/software-dependency-audit/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/spring-boot-jakarta-migration/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/suricata-custom-exfil/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/syzkaller-ppdev-syzlang/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/threejs-structure-parser/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/threejs-to-obj/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/tictoc-unnecessary-abort-detection/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/travel-planning/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/video-silence-remover/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/weighted-gdp-calc/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: tasks/xlsx-recover-data/environment/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in experiments/metrics-dashboard/server/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
experiments/metrics-dashboard/server/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in tasks/fix-visual-stability/environment/api-server/server.js:6
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
tasks/fix-visual-stability/environment/api-server/server.js:6 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in tasks/spring-boot-jakarta-migration/environment/skills/spring-security-6/SKILL.md:140
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
tasks/spring-boot-jakarta-migration/environment/skills/spring-security-6/SKILL.md:140 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in tasks/fix-visual-stability/solution/solve.sh:216
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
tasks/fix-visual-stability/solution/solve.sh:216 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in tasks/react-performance-debugging/environment/skills/react-best-practices/AGENTS.md:1466
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
tasks/react-performance-debugging/environment/skills/react-best-practices/AGENTS.md:1466 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in website/src/app/(main)/tasks/[taskName]/components/task-verifier.tsx:61
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
website/src/app/(main)/tasks/[taskName]/components/task-verifier.tsx:61 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in website/src/components/BrandIcon.tsx:34
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
website/src/components/BrandIcon.tsx:34 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in tasks/data-to-d3/environment/skills/d3-visualization/scripts/check_tooltip.js:45
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
tasks/data-to-d3/environment/skills/d3-visualization/scripts/check_tooltip.js:45 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in website/public/blog/fig3.html:84
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
website/public/blog/fig3.html:84 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in experiments/metrics-dashboard/server/index.ts:292
Found a known-risky pattern (node_child_process). Review and replace if possible.
experiments/metrics-dashboard/server/index.ts:292 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in website/scripts/generate-tasks-registry.ts:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
website/scripts/generate-tasks-registry.ts:1 Node child process
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in tasks/enterprise-information-search/environment/DATA/products/ForecastForce.json:11181
Found a known-risky pattern (weak_hash). Review and replace if possible.
tasks/enterprise-information-search/environment/DATA/products/ForecastForce.json:11181 Weak hash
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/scripts/gcp_setup/run_opencode_gcp_docker_ablation.py:168
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/scripts/open_model_scripts/export_leaderboard_submission.py:96
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/scripts/open_model_scripts/run_opencode_bench_daytona_open_models.py:329
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/scripts/open_model_scripts/run_opencode_bench_docker_open_models.py:324
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — experiments/scripts/run_opencode_daytona_ablation.py:142
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks-extra/video-tutorial-indexer/environment/skills/speech-to-text/scripts/transcribe.py:40
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/exceltable-in-ppt/environment/skills/pptx/ooxml/scripts/validation/redlining.py:153
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/exceltable-in-ppt/environment/skills/pptx/scripts/thumbnail.py:219
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/exceltable-in-ppt/environment/skills/xlsx/recalc.py:92
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/financial-modeling-qa/environment/skills/xlsx/recalc.py:92
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/invoice-fraud-detection/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/jpg-ocr-stat/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/organize-messy-files/environment/skills/docx/ooxml/scripts/validation/redlining.py:139
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/organize-messy-files/environment/skills/pptx/ooxml/scripts/validation/redlining.py:139
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/organize-messy-files/environment/skills/pptx/scripts/thumbnail.py:211
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/pdf-excel-diff/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/powerlifting-coef-calc/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/pptx-reference-formatting/environment/skills/pptx/ooxml/scripts/validation/redlining.py:139
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/pptx-reference-formatting/environment/skills/pptx/scripts/thumbnail.py:211
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/protein-expression-analysis/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/reserves-at-risk-calc/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/shock-analysis-demand/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/shock-analysis-supply/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/video-silence-remover/environment/skills/audio-extractor/scripts/extract_audio.py:31
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/video-silence-remover/environment/skills/report-generator/scripts/generate_report.py:13
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/video-silence-remover/environment/skills/video-processor/scripts/process_video.py:14
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/weighted-gdp-calc/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — tasks/xlsx-recover-data/environment/skills/xlsx/recalc.py:94
`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.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 137 placeholder/mock markers across 42 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 10 in use
Port 10 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 11 in use
Port 11 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks/3d-scan-calc/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 12 in use
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.
tasks/drone-planning-control/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 14 in use
Port 14 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 15 in use
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.
tasks/drone-planning-control/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 16 in use
Port 16 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 17 in use
Port 17 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 18 in use
Port 18 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 23 in use
Port 23 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 38 in use
Port 38 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks/azure-bgp-oscillation-route-leak/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 59 in use
Port 59 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks-extra/scheduling-email-assistant/solution/solve.sh Ports
medium System graph network Security conf 1.00 Privileged port 99 in use
Port 99 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
tasks/3d-scan-calc/solution/solve.sh Ports
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 2898 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: bugswarm/cached-images:${bugswarm_image_tag}
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/fix-build-google-auto/environment/Dockerfile:2 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: bugswarm/cached-images:${bugswarm_image_tag}
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/fix-build-agentops/environment/Dockerfile:3 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: jasonish/suricata:7.0.11
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/suricata-custom-exfil/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/react-performance-debugging/environment/api-simulator/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/debug-trl-grpo/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/radar-vital-signs/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 31 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
12 files, 12 locations
tasks-extra/cobol-gl-batch-reconcile/environment/Dockerfile:1
tasks-extra/gpu-cluster-online-scheduling/environment/Dockerfile:1
tasks-extra/nda-playbook-review/environment/Dockerfile:1
tasks-extra/taxonomy-tree-merge/environment/Dockerfile:1
tasks-extra/video-filler-word-remover/environment/Dockerfile:1
tasks/ada-bathroom-plan-repair/environment/Dockerfile:1
tasks/azure-bgp-oscillation-route-leak/environment/Dockerfile:2
tasks/bike-rebalance/environment/Dockerfile:1
containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12.8-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/dialogue-parser/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12.9-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks-extra/find-topk-similiar-chemicals/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:20.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/fix-build-google-auto/environment/Dockerfile:3 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:20.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
tasks/glm-lake-mendota/environment/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 62 occurrences Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
12 files, 12 locations
experiments/sanity-tasks/hello-world/environment/Dockerfile:1
tasks-extra/diff-transformer_impl/environment/Dockerfile:1
tasks-extra/gh-repo-analytics/environment/Dockerfile:1
tasks-extra/mhc-layer-impl/environment/Dockerfile:1
tasks-extra/pedestrian-traffic-counting/environment/Dockerfile:1
tasks-extra/pg-essay-to-audiobook/environment/Dockerfile:1
tasks-extra/scheduling-email-assistant/environment/Dockerfile:1
tasks-extra/speaker-diarization-subtitles/environment/Dockerfile:1
containersPinned dependencies
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: experiments/scripts/run_opencode_daytona_ablation.py:parse_env_file, experiments/scripts/run_benchflow_integration.py:parse_env_file This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Co…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: experiments/scripts/run_opencode_daytona_ablation.py:tasks_dir, experiments/scripts/open_model_scripts/run_opencode_bench_docker_open_models.py:source_tasks_dir, experiments/scripts/open_model_scripts/run_opencode_bench_daytona_open_models.py:source_t…
15 occurrences
repo-level (15 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: experiments/scripts/run_opencode_daytona_ablation.py:latest_result_json, experiments/scripts/run_benchflow_integration.py:latest_result_json, experiments/scripts/open_model_scripts/run_opencode_bench_docker_open_models.py:latest_result_json, experimen…
duplicatesduplication
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: tasks-extra/scheduling-email-assistant/environment/skills/gmail-skill/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
tasks-extra/scheduling-email-assistant/environment/skills/gmail-skill/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: tasks-extra/scheduling-email-assistant/environment/skills/google-calendar-skill/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
tasks-extra/scheduling-email-assistant/environment/skills/google-calendar-skill/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: tasks/fix-visual-stability/environment/api-server/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
tasks/fix-visual-stability/environment/api-server/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `exactly_once_v2` in tasks/flink-query/environment/skills/senior-data-engineer/scripts/kafka_config_generator.py:481
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `exp_old` in tasks/pdf-excel-diff/tests/test_outputs.py:150
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hardlink_or_copy` in experiments/scripts/gcp_setup/run_opencode_gcp_docker_ablation.py:253
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hardlink_or_copy` in experiments/scripts/open_model_scripts/run_opencode_bench_daytona_open_models.py:468
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hardlink_or_copy` in experiments/scripts/open_model_scripts/run_opencode_bench_docker_open_models.py:450
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hardlink_or_copy` in experiments/scripts/run_benchflow_integration.py:228
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `tuning_backup` in tasks/adaptive-cruise-control/tests/test_outputs.py:329
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in tasks/exceltable-in-ppt/environment/skills/pptx/ooxml/scripts/validation/base.py:769
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in tasks/organize-messy-files/environment/skills/docx/ooxml/scripts/validation/base.py:696
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in tasks/organize-messy-files/environment/skills/pptx/ooxml/scripts/validation/base.py:696
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in tasks/pptx-reference-formatting/environment/skills/pptx/ooxml/scripts/validation/base.py:693
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.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: aspect_score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/nda-playbook-review/experiments/openrouter_direct_json.py:582
low System graph software Dead code conf 1.00 Possibly dead Python function: download_fineweb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/diff-transformer_impl/environment/src/data.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: download_fineweb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/mhc-layer-impl/environment/src/data.py:108
low System graph software Dead code conf 1.00 Possibly dead Python function: download_structure
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/find-topk-similiar-chemicals/environment/skills/pubchem-database/scripts/compound_search.py:213
low System graph software Dead code conf 1.00 Possibly dead Python function: failure_count
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/nda-playbook-review/experiments/openrouter_direct_json.py:591
low System graph software Dead code conf 1.00 Possibly dead Python function: filter_and_prepare_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tasks-extra/taxonomy-tree-merge/environment/skills/hierarchical-taxonomy-clustering/scripts/step1_preprocessing_and_merge.py:174

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