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.

Add more skills

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.

SignalStatsmodels

Statsmodels: statistical modeling and econometrics in Python

Data Science For Beginners

10 Weeks, 20 Lessons, Data Science for All!

Dtale

Visualizer for pandas data structures

Metabase

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

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.

Adoption11K stars
0 installs
36K stars
0 installs
5.2K stars
0 installs
48K stars
0 installs
FreshnessJun 12, 2026Jun 10, 2026May 29, 2026Jun 12, 2026
Use-case fit
Data analysisCoding agentsSports analytics
Data analysisGitHub automationCoding agents
Data analysisGitHub automationCoding agents
Data analysisCoding agentsRAG and knowledge
Stack fit
Coding review agentBrowser QA agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Data Analysis, Claude CodeJupyter Notebook, Data Analysis, Claude CodeTypeScript, Data Analysis, Claude CodeClojure, Data Analysis, 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 signalsData analysis 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add statsmodels/statsmodels
$ npx skills add microsoft/Data-Science-For-Beginners
$ npx skills add man-group/dtale
$ npx skills add metabase/metabase