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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

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

Actual

Most recent maintenance signal among this shortlist.

SignalXquant Beginner

《XQuant：人人都是量化交易员》开源书稿

Vnpy

基于Python的开源量化交易平台开发框架

Actual

A local-first personal finance app

Midday

Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freelancers

Quality
77/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
76/100
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.

Adoption280 stars
0 installs
42K stars
0 installs
27K stars
0 installs
15K stars
0 installs
FreshnessJun 16, 2026May 17, 2026Jul 3, 2026Jun 13, 2026
Use-case fit
Finance and quantCoding agentsRAG and knowledge
Finance and quantCoding agentsRAG and knowledge
Local desktopCoding agentsRAG and knowledge
Workflow automationSports analyticsGitHub automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsTypeScript, Quant, Claude CodePython, Quant, Claude CodeTypeScript, Finance, Claude CodeTypeScript, Finance, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
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 signalsLocal desktop workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation 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
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Install
$ npx skills add xingwudao/xquant-beginner
$ npx skills add vnpy/vnpy
$ npx skills add actualbudget/actual
$ npx skills add midday-ai/midday