plan-and-analyze

The plan-and-analyze workflow ingests existing project documentation from grimoires/loa/context to reveal gaps and ambiguities, then generates a production-ready PRD with traceable citations.

Interview-driven requirements discovery uses a structured 7-phase process to elicit requirements, validate understanding, and extract gaps from ingested context, ultimately synthesizing them into a PRD.

You ensure PRD traceability by generating the document via a synthesis process that maps explicit sources, producing grimoires/loa/prd.md with traceable citations linking back to the original context.

Yes, you must place existing project documentation and grounding data into the grimoires/loa/context directory before invoking the workflow to ensure accurate requirements extraction.

The best way to extract gaps is by ingesting project documentation to reveal ambiguities, followed by a structured 7-phase interview to validate understanding and define explicit requirements.