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

FinRL

Most recent maintenance signal among this shortlist.

SignalAlgo Trader

Trading bot with support for realtime trading, backtesting, custom strategies and much more.

Freqtrade

Free, open source crypto trading bot

FinRL

FinRL®: Financial Reinforcement Learning. 🔥

Lean

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

Quality
56/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
58/100
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.

Adoption866 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
20K stars
Verified outcomes are shown on each skill page
FreshnessNov 20, 2023Jun 17, 2026Jul 13, 2026Jun 26, 2026
Use-case fit
Finance and quantCoding agentsRAG and knowledge
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 hintsPython, Trading, Claude CodePython, Trading, Claude CodeJupyter Notebook, Trading, Claude CodeC#, Trading Bot, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forFinance 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 signalsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add idanya/algo-trader
$ npx skills add freqtrade/freqtrade
$ npx skills add AI4Finance-Foundation/FinRL
$ npx skills add QuantConnect/Lean