Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Book7 Visualizations For Machine Learning is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Book7 Visualizations For Machine Learning
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Book7 Visualizations For Machine Learning
Best first install candidate based on install readiness and adoption.
Freshest repo
Book7 Visualizations For Machine Learning
Most recent maintenance signal among this shortlist.
| Signal | Book7 Visualizations For Machine Learning Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正 |
|---|---|
| Quality | 96/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 3.3K stars 0 installs |
| Freshness | May 1, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 4 views 0 install copies |
| Install | $ npx skills add Visualize-ML/Book7_Visualizations-for-Machine-Learning |