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.

Signal	Fit Dashboard Standalone offline local desktop application to process, store, and visualize Garmin FIT file data in a comprehensive dashboard.	Reflex 🕸️ Web apps in pure Python 🐍	Goaccess GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.	Metabase The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
Quality	74/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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.
Adoption	171 stars 0 installs	29K stars 0 installs	21K stars 0 installs	48K stars 0 installs
Freshness	Jun 10, 2026	Jun 13, 2026	Jun 11, 2026	Jun 30, 2026
Use-case fit	Local desktop Workflow automation Data analysis	Data analysis GitHub automation Local desktop	Data analysis Coding agents RAG and knowledge	Data analysis Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Web data pipeline	Content growth agent Coding review agent
Platform hints	TypeScript, Data Analysis, Claude Code	Python, Data Analysis, Claude Code	C, Data Analysis, Claude Code, Browser agents	Clojure, BI, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Local desktop workflows · Claude Code teams · builders willing to evaluate younger projects	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add arpanghosh8453/fit-dashboard`	`$ npx skills add reflex-dev/reflex`	`$ npx skills add allinurl/goaccess`	`$ npx skills add metabase/metabase`