Skill audit report
Audit or repair ML experiment reproducibility and review whether code changes preserve recorded outputs. Use for reproducibility blockers, before-and-after experiment checks, or preparing a reproducible experiment package.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
37 GitHub stars
Stars/forks activity
WARN43
37 stars, 2 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
8d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add 00200200/repro-lens --skill reproducibility
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/00200200/repro-lens/tree/main/skills/reproducibility
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add 00200200/repro-lens --skill reproducibility
Repository
88
https://github.com/00200200/repro-lens/tree/main/skills/reproducibility
License
86
MIT
Maintenance
100
8d since push
AI review
55
SKILL.md relies on Repro Lens being installed or the complete plugin/source checkout being present; if the skill is copied standalone, scripts/run.py may fail without a clear setup path.
README/SKILL.md completeness
86
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
43
37 stars, 2 forks; issue activity unavailable in current metadata
Adoption
42
37 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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