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.

Decision summary

Strongest overall

Streamlit

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

Fastest prototype

Streamlit

Best first install candidate based on install readiness and adoption.

Freshest repo

ModernDive Book

Most recent maintenance signal among this shortlist.

Signal	ModernDive Book Statistical Inference via Data Science: A ModernDive into R and the Tidyverse	Matplotlib matplotlib: plotting with Python	GoJS JavaScript diagramming library for interactive flowcharts, org charts, design tools, planning tools, visual languages.	Streamlit Streamlit — A faster way to build and share data apps.
Quality	75/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	86/100 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.
Adoption	807 stars Verified outcomes are shown on each skill page	23K stars Verified outcomes are shown on each skill page	8.4K stars