Decide what a vague notification ticket needs first

The whole ticket reads "Users should get notified when their report is ready". Your Python service builds reports in the background, some in seconds and some in an hour. You want an AI agent to do the build. You also know it will happily start on the ticket as written.

What do you decide before the agent writes anything, and how do you split the rest into steps with checkpoints?