Auto-Research

Score, evaluate, and improve your personas and skills using AI.

Compute Backend

Choose where to run the research — Claude API (cloud) or Ollama (your GPU).

Model

Describe the project so the research can evaluate personas against it.

Select personas from your library — the research will score, find gaps, and suggest improvements.

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