Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
TradingAgents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
TradingAgents
Best first install candidate based on install readiness and adoption.
Freshest repo
FinRobot
Most recent maintenance signal among this shortlist.
| Signal | FinNLP Democratizing Internet-scale financial data. | FinRobot FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀 | TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework | Vnpy 基于Python的开源量化交易平台开发框架 |
|---|---|---|---|---|
| Quality | 72/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 74/100 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 | 1.5K stars Verified outcomes are shown on each skill page | 7.8K stars Verified outcomes are shown on each skill page | 88K stars |
| 42K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 1, 2024 | Jul 27, 2026 | Jun 22, 2026 | May 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Jupyter Notebook, Financial Data, Claude Code | Jupyter Notebook, Finance, Claude Code, OpenAI Agents | Python, Finance, Claude Code | Python, Quant, 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 | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents 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 AI4Finance-Foundation/FinNLP | $ npx skills add AI4Finance-Foundation/FinRobot | $ npx skills add TauricResearch/TradingAgents | $ npx skills add vnpy/vnpy |