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

Goaccess

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.

Reflex

🕸️ Web apps in pure Python 🐍

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:

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
Verified outcomes are shown on each skill page
29K stars
Verified outcomes are shown on each skill page
73K stars
Verified outcomes are shown on each skill page
48K stars
Verified outcomes are shown on each skill page
FreshnessAug 5, 2026Jun 13, 2026Jun 14, 2026Jun 30, 2026
Use-case fit
Workflow fit
Platform hintsC, Data Analysis, Claude Code, Browser agentsPython, Data Analysis, Claude CodeTypeScript, BI, Claude CodeClojure, 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 signalsCoding agents 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 reflex-dev/reflex
$ npx skills add apache/superset
$ npx skills add metabase/metabase