prd-normalizer

Standardize unstructured product requirement documents by mapping semantic content into a canonical 11-field normalized PRD markdown format. This process ensures consistency for downstream development workflows by extracting data from raw notes or standard PRDs.

Normalizing rough product briefs involves transforming disparate notes into a single canonical markdown artifact. The process identifies missing critical fields and queries the user with batched context-aware questions to fill information gaps before generating the final structured document.

Handle missing information during PRD structuring through intelligent elicitation. The normalization process automatically identifies missing critical fields in the input file and prompts the user with batched, context-aware questions to ensure all eleven canonical fields are populated.

Yes, you can use this process with any valid PRD-like markdown input file, such as a rough brief or standard notes. It requires no additional dependencies and processes the raw semantic content to produce a standardized markdown artifact for project planning.

An 11-field canonical structure is needed to provide consistent data for downstream technical scoping workflows. Normalizing unstructured input into this specific format ensures that subsequent development planning tools can reliably parse and process the product requirements.

Avoid automating product spec normalization if the input file lacks valid PRD-like semantic content, as the process requires recognizable product requirements to map into the canonical 11-field structure and trigger accurate missing field elicitation.