Skill audit report
svm Audit report.
支持向量机(SVM)分类预测 —— 基于 sklearn 实现，智能判断是否需要高斯核，支持二分类与多分类。 当用户提到"SVM"、"支持向量机"、"svm"、"Support Vector Machine"、 "帮我用SVM分类"、"SVM预测"、"用支持向量机"、"高斯核"、"核函数分类"、 "最大间隔分类器"、"支持向量"等类似场景时触发。 适用于任何"给一堆 x,y 分类标签，想用 SVM 预测新样本类别"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
18d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO62
command execution surface, external package install surface
Install availability
PASS92
npx skills add muralidharsoth-tech/andrew-ng-ml-claude-skills --skill svm
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/svm
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 svm
Repository
88
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/svm
License
86
MIT
Maintenance
100
18d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
62
command execution surface, external package install 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.