Review and Scale in Intent Engineering

Lessons in this section

1. Spec Review

   Review a pull request against the spec: block only what breaks a REQ, an AC or a constraint, and cite it. Then sort incidents into spec gaps and agent errors, and pick the layer that stops each one.

2. Living Specs

   Keep the spec true after it ships: change the spec and its check together, find drift between spec and code, and judge the outcome by its own measure, turning a miss into a new intent.md.

3. Team Templates

   Scale specs across a team: a spec-review skill calibrated on graded examples, a definition of ready, and matching the spec's depth to the size of the change.

4. Spec Capstone

   Spec a new feature from scratch, or a feature in your own product, and pass every check from the course: intent, EARS, zero guesses, acceptance criteria, scope, health and decision rights. Then download your spec kit.