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 Seminar is the strongest overall pick here because it has a 36/100 readiness score and fits GitHub automation.
Strongest overall
Python Seminar
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Python Seminar
Best first install candidate based on install readiness and adoption.
Freshest repo
Python Seminar
Most recent maintenance signal among this shortlist.
| Signal | Python Seminar Python for Data Science (Seminar Course at UC Berkeley; AY 250) |
|---|---|
| Quality | 46/100 Needs review |
| Decision verdict | 36/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 332 stars Verified outcomes are shown on each skill page |
| Freshness | Apr 25, 2022 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Machine Learning, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 profjsb/python-seminar |