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

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

Strongest overall

Vnpy

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

Fastest prototype

Vnpy

Best first install candidate based on install readiness and adoption.

Freshest repo

OpenMAMA

Most recent maintenance signal among this shortlist.

Signal	OpenMAMA OpenMAMA is an open source project that provides a high performance middleware agnostic messaging API that interfaces with a variety of proprietary and open source message oriented middleware systems.	QuantLib The QuantLib C++ library	Vnpy 基于Python的开源量化交易平台开发框架	FinceptTerminal FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
Quality	80/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	79/100 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.
Adoption	178 stars 0 installs	7.2K stars 0 installs	42K stars 0 installs	27K stars 0 installs
Freshness	Jun 18, 2026	Jun 11, 2026	May 17, 2026	Jun 13, 2026
Use-case fit	Coding agents RAG and knowledge Browser automation	RAG and knowledge Coding agents Research agents	Finance and quant Coding agents RAG and knowledge	Finance and quant GitHub automation RAG and knowledge
Stack fit	Content growth agent Coding review agent	RAG knowledge base Content growth agent	Content growth agent Coding review agent	RAG knowledge base Research report agent
Platform hints	C++, Fintech, Claude Code	C++, Finance, Claude Code	Python, Quant, Claude Code	C++, Finance, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals	Finance and quant workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add finos/OpenMAMA`	`$ npx skills add lballabio/QuantLib`	`$ npx skills add vnpy/vnpy`	`$ npx skills add Fincept-Corporation/FinceptTerminal`