| name | ai-native-prd-architect |
| description | Use when turning a feature idea into an implementation-ready PRD with traceable REQ IDs, acceptance criteria, NFRs, risks, data model, and task slices for /agileteam Phase 0. |
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?, and evidence-class columns.
- Mark unknowns explicitly as
MISSING, OPEN QUESTION, ASSUMPTION, or BLOCKER.
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.