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

Nautilus Trader

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

Fastest prototype

Nautilus Trader

Best first install candidate based on install readiness and adoption.

Freshest repo

Akshare

Most recent maintenance signal among this shortlist.

Signal	Football Datasets Football related datasets on datahub.io	Soccerdata ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.	Nautilus Trader Production-grade Rust-native trading engine with deterministic event-driven architecture	Akshare AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
Quality	67/100 Promising	98/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	66/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	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	135 stars Verified outcomes are shown on each skill page	1.8K stars Verified outcomes are shown on each skill page	23K stars