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
IPython Dashboard is the strongest overall pick here because it has a 57/100 readiness score and fits Data analysis.
Strongest overall
IPython Dashboard
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
IPython Dashboard
Best first install candidate based on install readiness and adoption.
Freshest repo
IPython Dashboard
Most recent maintenance signal among this shortlist.
| Signal | IPython Dashboard A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph. |
|---|---|
| Quality | 55/100 Promising |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 690 stars 0 installs |
| Freshness | Mar 29, 2021 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, Dashboard, 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 litaotao/IPython-Dashboard |