Star200+

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

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

Strongest overall

Gradio

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

Fastest prototype

Gradio

Best first install candidate based on install readiness and adoption.

Freshest repo

Gradio

Most recent maintenance signal among this shortlist.

SignalLabplot

LabPlot is a FREE, open source and cross-platform Data Visualization and Analysis software accessible to everyone.

Matplotlib

matplotlib: plotting with Python

Perspective

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

Gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
75/100
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.

Adoption461 stars
0 installs
23K stars
0 installs
11K stars
0 installs
43K stars
0 installs
FreshnessJun 16, 2026Jun 16, 2026Jun 5, 2026Jun 17, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Data analysisGitHub automationCoding agents
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentBrowser QA agent
Platform hintsC++, Data Visualization, Claude CodePython, Data Visualization, Claude CodeC++, Data Visualization, Claude CodePython, Data Analysis, 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 · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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 KDE/labplot
$ npx skills add matplotlib/matplotlib
$ npx skills add perspective-dev/perspective
$ npx skills add gradio-app/gradio