Skill audit report
Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
270 GitHub stars
Stars/forks activity
WARN57
270 stars, 13 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
14d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN54
command execution surface, external package install surface
Install availability
PASS92
npx skills add loulanyue/awesome-claude-notes --skill agent-eval
Install command safety
INFO68
dynamic command execution, standard package or runtime install path
Permission surface
WARN48
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/loulanyue/awesome-claude-notes/tree/main/docs/ja-JP/skills/agent-eval
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add loulanyue/awesome-claude-notes --skill agent-eval
Repository
88
https://github.com/loulanyue/awesome-claude-notes/tree/main/docs/ja-JP/skills/agent-eval
License
86
MIT
Maintenance
100
14d since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
86
Usable description available
Dependency risk
54
command execution surface, external package install surface
Install command safety
68
dynamic command execution, standard package or runtime install path
Permission surface
48
shell or command execution, filesystem or document access
Stars/forks activity
57
270 stars, 13 forks; issue activity unavailable in current metadata
Adoption
68
270 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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