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Cookbook

A recipe is complete and opinionated. Where a guide teaches one primitive (“how to author an action”, “how to call a task agent”), a recipe composes several primitives into a real, shippable capability, with the architecture, the routing logic, and the code all in one place.

Reach for a recipe when you know the outcome you want (“let users analyze a report and get recommendations”) but not yet the shape: which actions, which task agents, and how they wire together.

Every recipe follows the same arc, so you can skim or execute:

  • What you’ll build: the outcome, and the core idea in one paragraph.
  • Architecture: a diagram of the pieces and how a request flows through them.
  • Steps: build each piece in order (task agents, then the action, then the handler), with copy-ready configuration and code.
  • Test, evaluate, publish: how to prove it works before it ships.
  • Best practices & extend it: how to grow the pattern without a rewrite.
  • Build actions: define and implement the capabilities an agent runs.
  • Task agents: specialized sub-agents the main agent delegates to.