Skill audit report
neural-network Audit report.
神经网络预测 —— 支持二分类与多分类，纯 NumPy 从零实现反向传播。 当用户提到"神经网络"、"neural network"、"NN预测"、"深度学习"、 "帮我进行神经网络预测"、"用神经网络分类"、"用NN"等类似场景时触发。 适用于任何"给一堆 x,y 数据，想用神经网络预测新样本类别"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
17d 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 neural-network
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, network or browser access
Repository evidence
PASS86
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/neural-network
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 neural-network
Repository
88
https://github.com/muralidharsoth-tech/andrew-ng-ml-claude-skills/tree/master/skills/neural-network
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
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, 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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