Skill audit report
用通俗但准确的语言深度解释学术论文，覆盖问题背景、方法、公式、实验、创新、局限和相关工作，并输出可独立阅读的 Markdown 学习笔记。适用于论文精读、方法拆解、实验分析和跨领域理解；若证据不完整，必须继续获取全文或明确证据边界。Use for rigorous paper explanations that distinguish source claims, evidence, and interpretation instead of treating an abstract as the whole paper.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
27 GitHub stars
Stars/forks activity
WARN43
27 stars, 1 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add sanqi-cd/Sanqi-Skills --skill paper-explainer
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/sanqi-cd/Sanqi-Skills/tree/main/paper-explainer
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add sanqi-cd/Sanqi-Skills --skill paper-explainer
Repository
88
https://github.com/sanqi-cd/Sanqi-Skills/tree/main/paper-explainer
License
86
MIT
Maintenance
88
1mo since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
84
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
43
27 stars, 1 forks; issue activity unavailable in current metadata
Adoption
42
27 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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