How an AI Spec Should Look

Anatomy of a production AI Spec: dual human/agent form, must-have sections, accountability, guardrails, and eval gates before generation.

1 · Overview + Risk

Who · why · risk in one place

2 · Requirements

Musts + how you know they pass

3 · I/O Contracts

What goes in · what comes out

4 · Model + Prompt

Named model · versioned prompt