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
Cookbook 2nd is the strongest overall pick here because it has a 53/100 readiness score and fits Data analysis.
Strongest overall
Cookbook 2nd
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Cookbook 2nd
Best first install candidate based on install readiness and adoption.
Freshest repo
Cookbook 2nd
Most recent maintenance signal among this shortlist.
| Signal | Cookbook 2nd IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 |
|---|---|
| Quality | 51/100 Needs review |
| Decision verdict | 53/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 957 stars 0 installs |
| Freshness | Feb 14, 2022 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Data Visualization, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add ipython-books/cookbook-2nd |