10x-prd

Automated PRD generation from shaping notes requires inputting your raw notes into a documentation tool that routes to greenfield or brownfield templates based on context_type. The system outputs a schema-conformant PRD with auto-populated frontmatter and sections, eliminating manual formatting and reducing documentation errors.

Contextual routing for PRD generation evaluates the context_type field in your shaping notes to distinguish between greenfield and brownfield projects. It automatically selects the corresponding locked template, ensuring the generated PRD aligns with your project's specific development context and documentation requirements.

Shaping notes are the preliminary project context inputs required to generate a schema-conformant PRD. They provide the foundational details for the documentation process, allowing the system to assess input, determine context, and automatically populate the required sections of your Product Requirements Document without manual formatting.

You can automatically write a schema-conformant PRD to disk by processing shaping notes through an automated documentation tool. The system handles input assessment, context determination, and PRD generation, outputting a fully formatted document with auto-populated frontmatter directly to your storage without manual formatting.

The best way to avoid manual formatting errors in product documentation is to use an automated PRD generation tool with a locked schema. By inputting shaping notes, the system auto-populates frontmatter and sections, ensuring consistent, schema-conformant output every time without manual intervention.

Automated PRD generation requires shaping notes as input rather than existing documentation. The system uses these preliminary notes to assess context, route to the correct greenfield or brownfield template, and output a schema-conformant Product Requirements Document with auto-populated frontmatter and sections.