vibeos-discover

To generate product discovery artifacts from a codebase, this Skill reads your repository context and creates evidence-backed files like PRODUCT-BRIEF.md, PRD.md, and ARCHITECTURE-OUTLINE.md anchored to actual code. It ensures outputs include explicit assumptions and confidence levels.

Defining project architecture before planning requires establishing a baseline of governance artifacts and product context. This Skill produces foundational docs like TECHNICAL-SPEC.md and project-definition.json, anchoring architectural direction to existing code before sequencing work.

To determine if a project is greenfield or midstream for product planning, this Skill analyzes your repository to identify project context. It then creates or refreshes discovery artifacts based on whether existing code is present or the project is starting fresh.

Yes, you can create governance artifacts and a PRD from existing repository documentation. This Skill reads current code and docs to produce evidence-backed product definitions, ensuring recommendations are anchored in existing structure before proposing new governance files.

Foundational documents needed to anchor discovery include config.json, project-definition.json, PRODUCT-BRIEF.md, PRD.md, ARCHITECTURE-OUTLINE.md, and TECHNICAL-SPEC.md. This Skill generates these artifacts with explicit assumptions to provide clear architectural direction.