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

Pixijs is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Pixijs

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

Fastest prototype

Pixijs

Best first install candidate based on install readiness and adoption.

Freshest repo

Scientific Agent Skills

Most recent maintenance signal among this shortlist.

SignalPyCirclize

Circular visualization in Python (Circos Plot, Chord Diagram, Radar Chart)

Matplotlib

matplotlib: plotting with Python

Scientific Agent Skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

Pixijs

The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.

Quality
96/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
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.

100/100
Production-ready

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

Adoption1.1K stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
33K stars
Verified outcomes are shown on each skill page
47K stars
Verified outcomes are shown on each skill page
FreshnessJun 14, 2026Jun 16, 2026Aug 13, 2026Jun 16, 2026
Use-case fit
Workflow fit
Platform hintsPython, Data Visualization, Claude CodePython, Data Visualization, Claude CodePython, Data Analysis, Claude Code, OpenAI Agents, CursorTypeScript, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 moshi4/pyCirclize
$ npx skills add matplotlib/matplotlib
$ npx skills add K-Dense-AI/scientific-agent-skills
$ npx skills add pixijs/pixijs