Skill audit report
linear-regression Audit report.
线性回归预测 —— 智能选择正规方程或梯度下降，支持单变量与多变量。 当用户提到"线性回归"、"线性拟合"、"线性预测"、"直线拟合"、"回归预测"、 "帮我做回归"、"预测一下"、"拟合一条线"、"多变量回归"等类似场景时触发。 适用于任何"给一堆 x,y 数据，想拟合并预测新值"的需求。 不要手动写代码——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
16d 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 muralidharsoth-tech/andrew-ng-ml-claude-skills --skill linear-regression
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO76
shell or command execution
Repository evidence
PASS86
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/linear-regression
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 linear-regression
Repository
88
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/linear-regression
License
86
MIT
Maintenance
100
16d since push
AI review
55
Review approval is missing
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
76
shell or command execution
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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