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.

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Decision summary

Superset is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Superset

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Superset

Best first install candidate based on install readiness and adoption.

Freshest repo

Metabase

Most recent maintenance signal among this shortlist.

SignalPandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Echarts

Apache ECharts is a powerful, interactive charting and data visualization library for browser

Metabase

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

Superset

Apache Superset is a Data Visualization and Data Exploration Platform

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption49K stars
Verified outcomes are shown on each skill page
67K stars
Verified outcomes are shown on each skill page
48K stars
Verified outcomes are shown on each skill page
73K stars
Verified outcomes are shown on each skill page
FreshnessJun 14, 2026Jun 2, 2026Jun 30, 2026Jun 14, 2026
Use-case fit
Workflow fit
Platform hintsPython, Data Analysis, Claude CodeTypeScript, Data Visualization, Claude Code, Browser agentsClojure, BI, Claude CodeTypeScript, BI, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add pandas-dev/pandas
$ npx skills add apache/echarts
$ npx skills add metabase/metabase
$ npx skills add apache/superset