Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
OpenBB
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
OpenBB
Best first install candidate based on install readiness and adoption.
Freshest repo
OpenBB
Most recent maintenance signal among this shortlist.
| Signal | Advanced Deep Trading Mostly experiments based on "Advances in financial machine learning" book | Qlib Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process. | Vnpy 基于Python的开源量化交易平台开发框架 | OpenBB Financial data platform for analysts, quants and AI agents. |
|---|---|---|---|---|
| Quality | 49/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 51/100 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. |
| Adoption | 569 stars Verified outcomes are shown on each skill page | 44K stars Verified outcomes are shown on each skill page | 42K stars Verified outcomes are shown on each skill page |
| 70K stars Verified outcomes are shown on each skill page |
| Freshness | Nov 29, 2020 | Apr 22, 2026 | May 17, 2026 | Jun 21, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Jupyter Notebook, Financial ML, Claude Code | Python, Finance, Claude Code | Python, Quant, Claude Code | Python, Finance, Claude Code |
| Warnings | Repository looks stale · 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 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 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 Rachnog/Advanced-Deep-Trading | $ npx skills add microsoft/qlib | $ npx skills add vnpy/vnpy | $ npx skills add OpenBB-finance/OpenBB |