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
Python Data Viz Workshop is the strongest overall pick here because it has a 70/100 readiness score and fits Data analysis.
Strongest overall
Python Data Viz Workshop
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
Python Data Viz Workshop
Best first install candidate based on install readiness and adoption.
Freshest repo
Python Data Viz Workshop
Most recent maintenance signal among this shortlist.
| Signal | Python Data Viz Workshop A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions. |
|---|---|
| Quality | 71/100 Strong |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 283 stars 0 installs |
| Freshness | Apr 19, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Data Visualization, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 stefmolin/python-data-viz-workshop |