Skill audit report
model-recommendation Audit report.
模型自动推荐 —— 根据数据特征和预测需求，智能推荐线性回归/逻辑回归/SVM/神经网络/Softmax 回归。 当用户提到"推荐模型"、"选什么模型"、"用什么算法"、"模型选择"、"该用哪个"、 "帮我选模型"、"哪个算法合适"、"用什么方法预测"、"线性回归还是"等类似场景时触发。 适用于任何"我有数据和预测目标，但不确定该用什么模型"的需求。 不要手动画决策树——必须调用此技能来统一处理。
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
30 GitHub stars
Stars/forks activity
WARN43
30 stars, 2 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
17d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add muralidharsoth-tech/andrew-ng-ml-claude-skills --skill model-recommendation
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
network or browser access
Repository evidence
PASS86
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/model-recommendation
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add muralidharsoth-tech/andrew-ng-ml-claude-skills --skill model-recommendation
Repository
88
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/model-recommendation
License
86
MIT
Maintenance
100
17d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
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
86
network or browser access
Stars/forks activity
43
30 stars, 2 forks; issue activity unavailable in current metadata
Adoption
42
30 GitHub stars
Warnings
- Low GitHub adoption signal
- AI review approval is missing
- Quality score needs review
- GitHub adoption: 30 GitHub stars
- Stars/forks activity: 30 stars, 2 forks; issue activity unavailable in current metadata
- Review status: AI review approval is missing
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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