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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

Vnpy is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.

Strongest overall

Vnpy

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

Fastest prototype

Vnpy

Best first install candidate based on install readiness and adoption.

Freshest repo

Vnpy

Most recent maintenance signal among this shortlist.

SignalRitmex Bot

Perp DEX trading bot.

Vnpy

基于Python的开源量化交易平台开发框架

Awesome Quant

中国的Quant相关资源索引

Wondertrader

WonderTrader——量化研发交易一站式框架

Quality
73/100
Strong
100/100
Excellent
100/100
Excellent
91/100
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.

93/100
Production-ready

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

Adoption444 stars
0 installs
42K stars
0 installs
5.4K stars
0 installs
6.1K stars
0 installs
FreshnessApr 6, 2026May 17, 2026May 17, 2026Sep 30, 2025
Use-case fit
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsTypeScript, Quant, Claude CodePython, Quant, Claude CodeQuant, Claude CodeC++, Quant, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forFinance and quant workflows · Claude Code teams · builders willing to evaluate younger projectsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsFinance and quant 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add discountry/ritmex-bot
$ npx skills add vnpy/vnpy
$ npx skills add thuquant/awesome-quant
$ npx skills add wondertrader/wondertrader