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

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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

Ccxt

Most recent maintenance signal among this shortlist.

SignalSolana Raydium Volume Bot

Solana Raydium Volume Bot: Increases volume of the pool through endless swap of buy and sell transactions

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

Freqtrade

Free, open source crypto trading bot

Quality
44/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
34/100
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.

Adoption172 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
52K stars
Verified outcomes are shown on each skill page
FreshnessNov 19, 2024Jun 26, 2026Jul 18, 2026Jun 17, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Finance and quantGitHub automationCoding agents
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsJavaScript, Trading Bot, Claude CodeC#, Trading Bot, Claude CodePython, Crypto Trading, Claude CodePython, Trading, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation 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 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 Rabnail-SOL/Solana-Raydium-Volume-Bot
$ npx skills add QuantConnect/Lean
$ npx skills add ccxt/ccxt
$ npx skills add freqtrade/freqtrade