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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.

Add more skills

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

Yfinance

Most recent maintenance signal among this shortlist.

SignalMachinelearning4finance

A repo dedicated to building and making insights on financial data using the powerful tools of Machine Learning and AI.

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Vnpy

基于Python的开源量化交易平台开发框架

Yfinance

Download market data from Yahoo! Finance's API

Quality
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
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.

Adoption112 stars
0 installs
88K stars
0 installs
42K stars
0 installs
25K stars
0 installs
FreshnessFeb 24, 2024Jun 22, 2026May 17, 2026Jun 28, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
RAG and knowledgeResearch agentsFinance and quant
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Stack fit
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Financial Data, Claude CodePython, Finance, Claude CodePython, Quant, Claude CodePython, Market Data, 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 projectsRAG and knowledge 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add manujajay/machinelearning4finance
$ npx skills add TauricResearch/TradingAgents
$ npx skills add vnpy/vnpy
$ npx skills add ranaroussi/yfinance