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.
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
Awesome Quant
Most recent maintenance signal among this shortlist.
| Signal | Wondertrader WonderTrader——量化研发交易一站式框架 | Vnpy 基于Python的开源量化交易平台开发框架 | Wtpy wtpy是基于wondertrader为底层的针对python的子框架 | Awesome Quant 中国的Quant相关资源索引 |
|---|---|---|---|---|
| Quality | 91/100 Excellent | 100/100 Excellent | 85/100 Excellent | 100/100 Excellent |
| Decision verdict | 93/100 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. | 87/100 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 | 6.1K stars 0 installs | 42K stars 0 installs | 1.5K stars 0 installs | 5.4K stars 0 installs |
| Freshness | Sep 30, 2025 | May 17, 2026 | Aug 6, 2025 | May 17, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Quant, Claude Code | Python, Quant, Claude Code | Python, Quant, Claude Code | Quant, 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 | 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 | 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 wondertrader/wondertrader | $ npx skills add vnpy/vnpy | $ npx skills add wondertrader/wtpy | $ npx skills add thuquant/awesome-quant |