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

SymBot

Most recent maintenance signal among this shortlist.

SignalSymBot

SymBot is a user friendly, self-hosted and automated DCA (Dollar Cost Averaging) cryptocurrency bot solution

Freqtrade

Free, open source crypto trading bot

Lean

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

Ccxt

A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go / Java

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
71/100
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.

Adoption197 stars
Verified outcomes are shown on each skill page
52K stars
Verified outcomes are shown on each skill page
20K stars
Verified outcomes are shown on each skill page
43K stars
Verified outcomes are shown on each skill page
FreshnessJul 22, 2026Jun 17, 2026Jun 26, 2026Jul 18, 2026
Use-case fit
Coding agentsFinance and quantGitHub automation
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Workflow fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsJavaScript, Trading Bot, Claude CodePython, Trading, Claude CodeC#, Trading Bot, Claude CodePython, Crypto 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
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Install
$ npx skills add 3cqs-coder/SymBot
$ npx skills add freqtrade/freqtrade
$ npx skills add QuantConnect/Lean
$ npx skills add ccxt/ccxt