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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.

SignalDemoXtickJava

实时股票数据API,实时Tick数据,买卖五档数据,股票高频数据,tick数据,一分钟数据,五分钟数据,实时数据

Vnpy

基于Python的开源量化交易平台开发框架

Turbovec

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

TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
71/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption98 stars
0 installs
42K stars
0 installs
13K stars
0 installs
88K stars
0 installs
FreshnessJun 14, 2026May 17, 2026Jun 10, 2026Jun 22, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Finance and quantCoding agentsRAG and knowledge
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeResearch agentsFinance and quant
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseResearch report agent
Platform hintsJava, Quant, Claude CodePython, Quant, Claude CodePython, Quant, Claude CodePython, Finance, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forCoding agents 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
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Install
$ npx skills add xticktop/DemoXtickJava
$ npx skills add vnpy/vnpy
$ npx skills add RyanCodrai/turbovec
$ npx skills add TauricResearch/TradingAgents