PRD Mastery: Context-Aware, Expert-Driven, and Token-Efficient Refinement

Generate a token-efficient PRD by running automated repository reconnaissance to identify the tech stack, then use adaptive questioning frameworks to populate structured templates with decision-ready content.

Expert-driven questioning applies adaptive interview frameworks inspired by Marty Cagan, Teresa Torres, and George Biddle to reconcile repository context with stakeholder needs, ensuring the generated PRD captures essential product decisions.

Yes, this skill applies context-aware refinement workflows to both new and existing projects, guiding reconnaissance and template generation to scaffold initial product documentation without requiring prior repository history.

Make product requirements documents more token-efficient by using structured folder organization and reusable templates that enforce concise, decision-ready content generation while automatically extracting frontmatter metadata to reduce redundant context.

No, this PRD generation skill requires no external dependencies. It operates entirely using included scripts to perform repository reconnaissance, guide stakeholder interviews, and generate structured templates within your existing environment.