AI Dev
template

App product requirements document

Define one learner-selected user, job, workflow, data boundary, differentiator, acceptance set, and explicit non-goals.

The learner chooses the product. Keep this first version to one complete, useful workflow.

Product sentence

For [one user] who needs to [one job], this app lets them [one useful outcome].

User and problem

  • Primary user:
  • Problem observed:
  • Source or evidence:
  • Current workaround:

Core object

  • Object name:
  • Fields the user must supply:
  • Fields the system supplies:
  • Who owns it:
  • Who may read it:
  • Who may change/delete it:

Flows

Signed out

1.

Sign in

1.

Signed in core workflow

  1. Create:
  2. View:
  3. Update:
  4. Delete or archive:

Failure and empty states

  • No records:
  • Invalid input:
  • Unauthorized access:
  • Service unavailable:

Differentiator

  • What makes this useful beyond ordinary CRUD:
  • Why it must wait until the core workflow works:
  • If it uses AI, what input, output, source context, and evaluation apply:

Acceptance criteria

Use observable Given/When/Then statements.

  1. Given ..., when ..., then ...
  2. Given ..., when ..., then ...
  3. Given User A owns a record, when User B requests it, then ...

Data and safety

  • Personal or sensitive data involved:
  • Data that must never reach a model:
  • Retention/deletion expectation:
  • Abuse or permission risks:

Non-goals

-

Release evidence

  • Static checks:
  • Automated tests:
  • Browser evidence:
  • Real authentication evidence:
  • Human reviewer:

Approval

  • ☐ One user, one job, and one core object are named.
  • ☐ Signed-out and signed-in behavior is explicit.
  • ☐ Ownership and unauthorized access have acceptance criteria.
  • ☐ Optional systems are excluded unless the product needs them.
  • ☐ A human approves this PRD before implementation planning.