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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

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

Pixijs

Most recent maintenance signal among this shortlist.

SignalPreswald

Preswald is a WASM packager for Python-based interactive data apps: bundle full complex data workflows, particularly visualizations, into single files, runnable completely in-browser, using Pyodide, DuckDB, Pandas, and Plotly, Matplotlib, etc. Build dashboards, reports, and notebooks that run offline, load fast, and share like a document.

Matplotlib

matplotlib: plotting with Python

Folium

Python Data. Leaflet.js Maps.

Pixijs

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

Quality
100/100
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.

Adoption4.3K stars
0 installs
23K stars
0 installs
7.4K stars
0 installs
47K stars
0 installs
FreshnessJun 11, 2026Jun 16, 2026Jun 15, 2026Jun 16, 2026
Use-case fit
Data analysisBrowser automationWorkflow automation
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentBrowser QA agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentWeb data pipeline
Platform hintsPython, Data Visualization, Claude Code, Browser agentsPython, Data Visualization, Claude CodePython, Data Visualization, Claude CodeTypeScript, Data Visualization, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 signalsGitHub automation 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 StructuredLabs/preswald
$ npx skills add matplotlib/matplotlib
$ npx skills add python-visualization/folium
$ npx skills add pixijs/pixijs