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
IBM Data Analyst Professional is the strongest overall pick here because it has a 33/100 readiness score and fits Data analysis.
Strongest overall
IBM Data Analyst Professional
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
IBM Data Analyst Professional
Best first install candidate based on install readiness and adoption.
Freshest repo
IBM Data Analyst Professional
Most recent maintenance signal among this shortlist.
| Signal | IBM Data Analyst Professional Capstone projects of the IBM Data Analyst Professional |
|---|---|
| Quality | 43/100 Needs review |
| Decision verdict | 33/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 170 stars 0 installs |
| Freshness | Sep 14, 2021 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Data Analysis, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Data analysis 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 ndleah/IBM-data-analyst-professional |