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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

Matplotlib is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Matplotlib

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

Fastest prototype

Matplotlib

Best first install candidate based on install readiness and adoption.

Freshest repo

Matplotlib

Most recent maintenance signal among this shortlist.

SignalMatplotlib

matplotlib: plotting with Python

Seaborn

Statistical data visualization in Python

Folium

Python Data. Leaflet.js Maps.

Proplot

🎨 A succinct matplotlib wrapper for making beautiful, publication-quality graphics

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
71/100
Strong
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.

73/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption23K stars
0 installs
14K stars
0 installs
7.4K stars
0 installs
1.2K stars
0 installs
FreshnessJun 16, 2026Jan 22, 2026Jun 15, 2026Feb 27, 2025
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Data analysisGitHub automationCoding agents
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Data Visualization, Claude CodePython, Data Visualization, Claude CodePython, Data Visualization, Claude CodePython, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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 require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add matplotlib/matplotlib
$ npx skills add mwaskom/seaborn
$ npx skills add python-visualization/folium
$ npx skills add proplot-dev/proplot