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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.

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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

TradingAgents

Most recent maintenance signal among this shortlist.

SignalPGPortfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

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
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
0 installs
86K stars
0 installs
42K stars
0 installs
24K stars
0 installs
FreshnessOct 9, 2021Jun 14, 2026May 17, 2026Jun 12, 2026
Use-case fit
Coding agentsRAG and knowledgeFinance and quant
RAG and knowledgeResearch agentsFinance and quant
Finance and quantCoding agentsRAG and knowledge
Finance and quantGitHub automationCoding agents
Stack fit
Coding review agentRAG knowledge base
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Portfolio Management, 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 forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG 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
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Install
$ npx skills add ZhengyaoJiang/PGPortfolio
$ npx skills add TauricResearch/TradingAgents
$ npx skills add vnpy/vnpy
$ npx skills add ranaroussi/yfinance