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 | Polymarket Kalshi Weather Bot Multi-platform prediction market trading bot: trades weather temperature markets on Kalshi (KXHIGH series) and Polymarket using 31-member GFS ensemble forecasts + BTC 5-min microstructure signals. Kelly criterion sizing, signal calibration, React dashboard. (Highest profits $1.8k) | TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework |
|---|---|---|
| Quality | 65/100 Promising | 100/100 Excellent |
| Decision verdict | 55/100 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. |
| Adoption | 441 stars Verified outcomes are shown on each skill page | 88K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 2, 2026 | Jun 22, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Trading Bot, Claude Code | Python, Finance, Claude Code |
| Warnings | 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 |
| 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add suislanchez/polymarket-kalshi-weather-bot | $ npx skills add TauricResearch/TradingAgents |