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

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

Strongest overall

Seaborn

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Seaborn

Best first install candidate based on install readiness and adoption.

Freshest repo

Folium

Most recent maintenance signal among this shortlist.

Signal	Pyart The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.	Seaborn Statistical data visualization in Python	Folium Python Data. Leaflet.js Maps.	Vizro Vizro is a low-code toolkit for building high-quality data visualization apps.
Quality	80/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	91/100 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.
Adoption	589 stars 0 installs	14K stars 0 installs	7.4K stars 0 installs	3.7K stars 0 installs
Freshness	Jun 12, 2026	Jan 22, 2026	Jun 15, 2026	Jun 16, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	Data analysis GitHub automation Coding agents	GitHub automation Coding agents RAG and knowledge	Coding agents RAG and knowledge Browser automation
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Coding review agent Content growth agent
Platform hints	Python, Data Visualization, Claude Code	Python, Data Visualization, Claude Code	Python, Data Visualization, Claude Code	Python, Data Visualization, 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	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents 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 ARM-DOE/pyart`	`$ npx skills add mwaskom/seaborn`	`$ npx skills add python-visualization/folium`	`$ npx skills add mckinsey/vizro`