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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

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.

SignalBriefer

Dashboards and notebooks in a single place. Create powerful and flexible dashboards using code, or build beautiful Notion-like notebooks and share them with your team.

Metabase

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

Tabix

Tabix.io UI

Pretzelai

The modern replacement for Jupyter Notebooks

Quality
90/100
Excellent
100/100
Excellent
69/100
Promising
69/100
Promising
Decision verdict
92/100
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.

71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

Adoption4.3K stars
0 installs
48K stars
0 installs
2.3K stars
0 installs
2.2K stars
0 installs
FreshnessAug 7, 2025Jun 16, 2026Jan 15, 2023Dec 1, 2024
Use-case fit
Coding agentsData analysisSports analytics
Data analysisCoding agentsRAG and knowledge
Database and SQLCoding agentsRAG and knowledge
Data analysisGitHub automationCoding agents
Stack fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsTypeScript, BI, Claude CodeClojure, BI, Claude CodeTypeScript, Data Visualization, Claude CodeTypeScript, BI, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL 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 require actively maintained dependencies · production agents without a repository reviewteams that require actively maintained dependencies · production agents without a repository review
OpenAgentSkill engagement0 views
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Install
$ npx skills add briefercloud/briefer
$ npx skills add metabase/metabase
$ npx skills add tabixio/tabix
$ npx skills add pretzelai/pretzelai