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

TradingAgents

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

Fastest prototype

TradingAgents

Best first install candidate based on install readiness and adoption.

Freshest repo

Yfinance

Most recent maintenance signal among this shortlist.

Signal	Shioaji Shioaji all new cross platform api for trading ( 跨平台證券交易API )	Yfinance Download market data from Yahoo! Finance's API	TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework	Freqtrade Free, open source crypto trading bot
Quality	73/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	72/100 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.
Adoption	466 stars Verified outcomes are shown on each skill page	25K stars Verified outcomes are shown on each skill page	88K stars Verified outcomes are shown on each skill page