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

Nautilus Trader

Most recent maintenance signal among this shortlist.

Signal	FBP FBP项目全称FootBallPrediction，历经9个月完成的足球比赛预测项目。项目结合大数据+机器学习，不断摸索开发了一个程序。	Nautilus Trader Production-grade Rust-native trading engine with deterministic event-driven architecture	Soccerdata ⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.	Open Data Free football data from StatsBomb
Quality	48/100 Needs review	100/100 Excellent	98/100 Excellent	96/100 Excellent
Decision verdict	38/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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	439 stars Verified outcomes are shown on each skill page	23K stars Verified outcomes are shown on each skill page	1.8K stars Verified outcomes are shown on each skill page