Goals & actions

Write goals the model can execute against, define action contracts with JSON Schema, and keep a clean action registry.

Teaching model: GAME (Goals, Actions, Memory, Environment) as taught by Dr. Jules White / Vanderbilt (e.g. Coursera AI Agents and Agentic AI with Python). Code below is an educational from-scratch recipe so you can wire your own agent — not a copy of course notebooks.