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
Yfinance
Most recent maintenance signal among this shortlist.
| Signal | Finshare 专业的金融数据获取工具库 - A Professional Financial Data Fetching Toolkit for Python | Yfinance Download market data from Yahoo! Finance's API | 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 | 77/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 91/100 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 854 stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 88K stars Verified outcomes are shown on each skill page |
| 42K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 27, 2026 | Jul 5, 2026 | Jun 22, 2026 | May 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Finance, Claude Code | Python, Market Data, Claude Code | Python, Finance, Claude Code | Python, Quant, Claude Code |
| Warnings | No major risk signals from current metadata | 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 | 11 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add finvfamily/finshare | $ npx skills add ranaroussi/yfinance | $ npx skills add TauricResearch/TradingAgents | $ npx skills add vnpy/vnpy |