AI-native PRD Architect
Produce a buildable, testable PRD without filling gaps by guessing.
Workflow
- Restate the goal and target repository.
- Create stable
REQ-###identifiers. - Define scope, non-goals, actors, data model, interfaces, constraints, NFRs, security/privacy risks, rollout and rollback notes.
- Write Given/When/Then acceptance criteria for every REQ.
- Build a traceability matrix with
REQ,test,task,evidence,wired-in-prod?, andevidence-classcolumns. - Mark unknowns explicitly as
MISSING,OPEN QUESTION,ASSUMPTION, orBLOCKER.
Hard rules
- Never close a missing requirement through plausibility. Ask the user or call
brainstorming. - Every task must trace back to at least one REQ.
- Every REQ must have at least one machine-checkable acceptance signal.