reversa-researcher

To generate user personas and journeys from raw target audience notes, the Skill reads ideation.md and transforms audience details into 1 to 3 structured personas. It then produces a validated 5 to 7 step main journey per persona for confirmation.

Reverse engineering product discovery for audience segmentation is the process of taking early-stage ideation context and crystallizing it into defined audience segments. This Skill automates that by converting raw problem and value context into structured personas with specific objectives.

To prepare ideation.md for persona creation, you must include a raw target-audience section containing audience, problem, and value context. You also need a valid .reversa/state.json file in your environment before running the workflow.

Yes, this persona generation process outputs PRD-ready files by writing the validated personas and their main user journeys directly into a personas.md file. This output is structured specifically for downstream drafting into a Product Requirements Document.

The best way to define user flow expectations before drafting requirements is to generate 5 to 7 step main user journeys for each selected persona. This Skill creates these journeys from awareness to action and prompts you to confirm or adjust the steps.

You can create 1 to 3 personas from your raw audience data based on your explicit selection. After choosing the number, you will answer three specific questions per persona regarding context, technical level, and objective to finalize the output.