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

TradingAgents is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

TradingAgents

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

Fastest prototype

TradingAgents

Best first install candidate based on install readiness and adoption.

Freshest repo

Lean

Most recent maintenance signal among this shortlist.

SignalTradingGym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

Freqtrade

Free, open source crypto trading bot

Lean

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

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Quality
73/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
75/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption1.9K 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
88K stars
Verified outcomes are shown on each skill page
FreshnessFeb 11, 2024Jun 17, 2026Jun 26, 2026Jun 22, 2026
Use-case fit
Finance and quantCoding agentsBrowser automation
Finance and quantGitHub automationCoding agents
Finance and quantCoding agentsRAG and knowledge
RAG and knowledgeResearch agentsFinance and quant
Workflow fit
Coding review agentBrowser QA agent
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Platform hintsPython, Trading Bot, Claude CodePython, Trading, Claude CodeC#, Trading Bot, Claude CodePython, Finance, 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 signalsRAG and knowledge 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 Yvictor/TradingGym
$ npx skills add freqtrade/freqtrade
$ npx skills add QuantConnect/Lean
$ npx skills add TauricResearch/TradingAgents