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

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

Strongest overall

Echarts

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

Fastest prototype

Echarts

Best first install candidate based on install readiness and adoption.

Freshest repo

Matplotlib

Most recent maintenance signal among this shortlist.

SignalDatoviz

⚡ Datoviz: high-performance GPU rendering for scientific data visualization

Echarts

Apache ECharts is a powerful, interactive charting and data visualization library for browser

Matplotlib

matplotlib: plotting with Python

Perspective

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

Quality
86/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
97/100
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.

Adoption787 stars
0 installs
67K stars
0 installs
23K stars
0 installs
11K stars
0 installs
FreshnessJun 14, 2026Jun 2, 2026Jun 16, 2026Jun 5, 2026
Use-case fit
Stack fit
Platform hintsC, Data Visualization, Claude CodeTypeScript, Data Visualization, Claude Code, Browser agentsPython, Data Visualization, Claude CodeC++, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add datoviz/datoviz
$ npx skills add apache/echarts
$ npx skills add matplotlib/matplotlib
$ npx skills add perspective-dev/perspective