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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

Nofx

Most recent maintenance signal among this shortlist.

SignalSailfish Core

Protocol level test automation solution for Fintech applications

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Nofx

Your AI trading terminal assistant for US stocks, commodities, forex, and crypto.

Vnpy

基于Python的开源量化交易平台开发框架

Quality
59/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
49/100
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.

Adoption103 stars
0 installs
15K stars
0 installs
13K stars
0 installs
42K stars
0 installs
FreshnessSep 9, 2025May 25, 2026Jul 6, 2026May 17, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Stack fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsJava, Trading, Claude CodeJupyter Notebook, Trading, Claude CodeGo, Trading, Claude CodePython, Quant, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents 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
0 install copies
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Install
$ npx skills add exactpro/sailfish-core
$ npx skills add AI4Finance-Foundation/FinRL
$ npx skills add NoFxAiOS/nofx
$ npx skills add vnpy/vnpy