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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

Abu is the strongest overall pick here because it has a 100/100 readiness score and fits Finance and quant.

Strongest overall

Abu

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

Fastest prototype

Abu

Best first install candidate based on install readiness and adoption.

Freshest repo

Finance

Most recent maintenance signal among this shortlist.

SignalShares

A-share quantitative system. A股量化系统

Finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

Abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

RustQuant

Rust library for quantitative finance.

Quality
54/100
Needs review
100/100
Excellent
100/100
Excellent
94/100
Excellent
Decision verdict
56/100
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.

Adoption643 stars
0 installs
3.9K stars
0 installs
17K stars
0 installs
1.8K stars
0 installs
FreshnessJan 9, 2025Mar 26, 2026Jan 24, 2026Jan 14, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
Finance and quantRAG and knowledgeResearch agents
Finance and quantCoding agentsRAG and knowledge
RAG and knowledgeGitHub automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseResearch report agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Platform hintsPLpgSQL, Finance, Claude CodePython, Finance, Claude CodePython, Trading, Claude CodeRust, Finance, 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 · 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 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 xxjwxc/shares
$ npx skills add shashankvemuri/Finance
$ npx skills add bbfamily/abu
$ npx skills add avhz/RustQuant