AI chat models can call small “tool” functions. This post shows how to compose those tools (chaining G→M, e.g., generate → tone-adjust) and how to decompose a user request into subtasks (e.g., flights + hotels), with short Python snippets. It also touches on iterative refinement as a kind of fixed-point convergence—why repeated generate→edit cycles tend to stabilize.