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

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

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

Superset

Most recent maintenance signal among this shortlist.

SignalGoaccess

GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

Superset

Apache Superset is a Data Visualization and Data Exploration Platform

Metabase

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

Reflex

🕸️ Web apps in pure Python 🐍

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.

Adoption21K stars
0 installs
73K stars
0 installs
48K stars
0 installs
28K stars
0 installs
FreshnessJun 2, 2026Jun 6, 2026Jun 6, 2026Jun 5, 2026
Use-case fit
Data analysisCoding agentsBrowser automation
Data analysisCoding agentsBrowser automation
Data analysisCoding agentsResearch agents
Data analysisGitHub automationLocal desktop
Stack fit
Web data pipelineCoding review agent
Coding review agentBrowser QA agent
Coding review agentResearch report agent
Coding review agentResearch report agent
Platform hintsC, Data Analysis, Claude Code, Browser agentsTypeScript, Data Analysis, Claude CodeClojure, Data Analysis, Claude CodePython, 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
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Install
$ npx skills add allinurl/goaccess
$ npx skills add apache/superset
$ npx skills add metabase/metabase
$ npx skills add reflex-dev/reflex