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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.

SignalCTBZStock

A股量化实盘、模拟实盘。本项目基于券商接口，实现小市值策略DEMO在线实盘交易。您可参照本项目轻松实盘您的本地策略 #A股 #量化

Vnpy

基于Python的开源量化交易平台开发框架

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

Quality
49/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
39/100
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.

Adoption211 stars
0 installs
42K stars
0 installs
88K stars
0 installs
13K stars
0 installs
FreshnessMay 18, 2025May 17, 2026Jun 22, 2026Jun 10, 2026
Use-case fit
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
RAG and knowledgeResearch agentsFinance and quant
RAG and knowledgeCoding agentsBrowser automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseResearch report agent
RAG knowledge baseContent growth agent
Platform hintsPython, Quant, Claude CodePython, Quant, Claude CodePython, Finance, Claude CodePython, Quant, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forFinance and quant workflows · Claude Code teams · builders willing to evaluate younger projectsFinance and quant workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 thisiszhou/CTBZStock
$ npx skills add vnpy/vnpy
$ npx skills add TauricResearch/TradingAgents
$ npx skills add RyanCodrai/turbovec