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

D3 is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.

Strongest overall

D3

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

Fastest prototype

D3

Best first install candidate based on install readiness and adoption.

Freshest repo

Apexcharts.Js

Most recent maintenance signal among this shortlist.

SignalGganimate

A Grammar of Animated Graphics

D3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

Apexcharts.Js

📊 Interactive JavaScript Charts built on SVG

Data Science For Beginners

10 Weeks, 20 Lessons, Data Science for All!

Quality
81/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
83/100
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.

Adoption2.0K stars
Verified outcomes are shown on each skill page
113K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
36K stars
Verified outcomes are shown on each skill page
FreshnessSep 4, 2025May 28, 2026Jun 11, 2026Jun 10, 2026
Use-case fit
Workflow fit
Platform hintsR, Data Visualization, Claude CodeShell, Data Visualization, Claude CodeJavaScript, Data Visualization, Claude CodeJupyter Notebook, Data Analysis, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 signalsData analysis 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 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
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Install
$ npx skills add thomasp85/gganimate
$ npx skills add d3/d3
$ npx skills add apexcharts/apexcharts.js
$ npx skills add microsoft/Data-Science-For-Beginners