AxAgent Optimize Codegen Rules (@ax-llm/ax)

Use this skill for agent.optimize(...) workflows. Prefer short, modern, copyable patterns. Do not repeat general agent-authoring guidance unless the user needs it. For generic ax(...) or flow(...) tuning with top-level optimize(...), use the ax-gepa skill instead.

Your job is to help the model choose a good optimization setup for the user's actual goal:

• If the user wants better tool use, prefer action-aware tasks and either a deterministic metric or the built-in judge depending on how objective the scoring is.
• If the user wants better wording only, responder optimization may be enough.
• If the user wants reusable improvements, include artifact save/load.
• If the user wants cost, tool-use, or child-agent delegation behavior improved, make the eval tasks expose those tradeoffs explicitly.

Use These Defaults