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This recipe adds a model layer after a deterministic surface selection. It keeps the agent read-only and limits search breadth.

Install

Monitor

Add semi-realtime input

Production notes

  • Keep allowedTools narrow.
  • Use canUseTool to cap limit and force venue: "kalshi".
  • Store event streams if a human will audit model behavior later.
  • Add execution only in a separate policy-gated step.

Next steps

Agent SDK quickstart

First Agent SDK run.

Agent trader loop

Add deterministic gates and execution policy.