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
Handson Ml is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Handson Ml
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Handson Ml
Best first install candidate based on install readiness and adoption.
Freshest repo
Handson Ml
Most recent maintenance signal among this shortlist.
| Signal | Handson Ml ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead. |
|---|---|
| Quality | 100/100 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 | 26K stars 0 installs |
| Freshness | May 19, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Coding agents 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 | 0 views 0 install copies |
| Install | $ npx skills add ageron/handson-ml |