Skill comparison
Compare agent skills before installing.
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
Vnpy
Most recent maintenance signal among this shortlist.
| Signal | Starquant a light-weighted, integrated trading/backtesting system/platform（综合量化交易回测系统/平台） | Vnpy 基于Python的开源量化交易平台开发框架 | Zipline Zipline, a Pythonic Algorithmic Trading Library | Wondertrader WonderTrader——量化研发交易一站式框架 |
|---|---|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent | 85/100 Excellent | 91/100 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. | 87/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 93/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 607 stars 0 installs | 42K stars 0 installs | 20K stars 0 installs | 6.1K stars 0 installs |
| Freshness | Oct 25, 2022 | May 17, 2026 | Feb 13, 2024 | Sep 30, 2025 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Trading, Claude Code | Python, Quant, Claude Code | Python, Trading, Claude Code | C++, Quant, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · 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 require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that require actively maintained dependencies · production agents without a repository 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 physercoe/starquant | $ npx skills add vnpy/vnpy | $ npx skills add quantopian/zipline | $ npx skills add wondertrader/wondertrader |