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
TradingAgents
Most recent maintenance signal among this shortlist.
| Signal | TTR Technical analysis and other functions to construct technical trading rules with R | TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework | Freqtrade Free, open source crypto trading bot | Vnpy 基于Python的开源量化交易平台开发框架 |
|---|---|---|---|---|
| Quality | 69/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 59/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 343 stars Verified outcomes are shown on each skill page | 88K stars Verified outcomes are shown on each skill page | 52K stars Verified outcomes are shown on each skill page |
| 42K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 28, 2026 | Jun 22, 2026 | Jun 17, 2026 | May 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | R, Technical Analysis, Claude Code | Python, Finance, Claude Code | Python, Trading, Claude Code | Python, 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 · builders willing to evaluate younger projects | 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 joshuaulrich/TTR | $ npx skills add TauricResearch/TradingAgents | $ npx skills add freqtrade/freqtrade | $ npx skills add vnpy/vnpy |