Skill audit report
Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a traceback, terminal error, CUDA OOM, checkpoint load failure, shape mismatch, NaN loss symptom, or training failure and wants conservative diagnosis before any patching, with debug fixes clearly separated from research contributions. Do not use for broad refactoring, speculative adaptation, automatic exploratory patching, or general repository familiarization.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
484 GitHub stars
Stars/forks activity
WARN57
484 stars, 16 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
2d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add lllllllama/RigorPilot-Skills --skill safe-debug
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/safe-debug
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add lllllllama/RigorPilot-Skills --skill safe-debug
Repository
88
https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/safe-debug
License
86
MIT
Maintenance
100
2d since push
AI review
55
The skill references external shared principles files (../ai-research-reproduction/references/...) which may not be present in the skill directory, but this is acceptable as a shared reference and does not affect core functionality.
README/SKILL.md completeness
86
Usable description available
Dependency risk
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
57
484 stars, 16 forks; issue activity unavailable in current metadata
Adoption
68
484 GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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