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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

Daily Stock Analysis is the strongest overall pick here because it has a 100/100 readiness score and fits Research agents.

Strongest overall

Daily Stock Analysis

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

Fastest prototype

Daily Stock Analysis

Best first install candidate based on install readiness and adoption.

Freshest repo

Daily Stock Analysis

Most recent maintenance signal among this shortlist.

SignalGpquant

Mining technical factors based on symbolic regression via genetic algorithm

Daily Stock Analysis

LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.

QuantLib

The QuantLib C++ library

Vnpy

基于Python的开源量化交易平台开发框架

Quality
45/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
35/100
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.

Adoption223 stars
0 installs
52K stars
0 installs
7.2K stars
0 installs
42K stars
0 installs
FreshnessApr 26, 2023Jun 29, 2026Jun 11, 2026May 17, 2026
Use-case fit
RAG and knowledgeFinance and quantCoding agents
Research agentsFinance and quantRAG and knowledge
RAG and knowledgeCoding agentsResearch agents
Finance and quantCoding agentsRAG and knowledge
Stack fit
RAG knowledge baseContent growth agent
Research report agentRAG knowledge base
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Platform hintsPython, Finance, Claude CodePython, Finance, Claude CodeC++, Finance, Claude CodePython, Quant, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsResearch 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 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 UePG-21/gpquant
$ npx skills add ZhuLinsen/daily_stock_analysis
$ npx skills add lballabio/QuantLib
$ npx skills add vnpy/vnpy