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 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Metabase is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.
Strongest overall
Metabase
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Metabase
Best first install candidate based on install readiness and adoption.
Freshest repo
Metabase
Most recent maintenance signal among this shortlist.
| Signal | Panel Graphic Walker A project providing a Graphic Walker Pane for use with HoloViz Panel. | Sweetviz Visualize and compare datasets, target values and associations, with one line of code. | Dataease 🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau. | Metabase The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart: |
|---|---|---|---|---|
| Quality | 65/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 55/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 353 stars 0 installs | 3.1K stars 0 installs | 24K stars 0 installs | 48K stars 0 installs |
| Freshness | Dec 3, 2025 | Apr 11, 2026 | Jun 16, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, BI, Claude Code | Python, Data Visualization, Claude Code | Java, BI, Claude Code | Clojure, BI, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add panel-extensions/panel-graphic-walker | $ npx skills add fbdesignpro/sweetviz | $ npx skills add dataease/dataease | $ npx skills add metabase/metabase |