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prediction-stack-orchestrator

separate

Three-agent pipeline orchestrator (Kalshalyst, Eval, Executor) for automated Kalshi prediction market trading with validation loops and retry logic

When to use

• Kalshi prediction market trading
• Probability estimation routing
• Estimate validation against backtests
• Kelly sizing and trade execution
• Retry management with feedback
• Portfolio edge tracking
• Market filtering and sports blocking

When not to use

• Sports markets
• Esports markets
• Direct probability estimation

Skill page

Source