Star200+

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

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

Strongest overall

Freqtrade

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

Fastest prototype

Freqtrade

Best first install candidate based on install readiness and adoption.

Freshest repo

Nofx

Most recent maintenance signal among this shortlist.

SignalCtp2rs

上海期货技术 CTP 接口 rust 原生封装 SDK，支持生产，测评，股票期权, OpenCTP, LocalCTP 版本, 适配 Windows, Linux, MacOS

Freqtrade

Free, open source crypto trading bot

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Nofx

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

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
70/100
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.

Adoption103 stars
Verified outcomes are shown on each skill page
52K stars
Verified outcomes are shown on each skill page
16K stars
Verified outcomes are shown on each skill page
13K stars
Verified outcomes are shown on each skill page
FreshnessJun 17, 2026Jun 17, 2026Jul 13, 2026Jul 16, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Finance and quantGitHub automationCoding agents
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Workflow fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsRust, Trading, Claude CodePython, Trading, Claude CodeJupyter Notebook, Trading, Claude CodeGo, Trading, 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
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Install
$ npx skills add pseudocodes/ctp2rs
$ npx skills add freqtrade/freqtrade
$ npx skills add AI4Finance-Foundation/FinRL
$ npx skills add NoFxAiOS/nofx