Role Fit Working prototype

A reverse screener AI for candidate's, grounded in their real experience.

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On /role-fit/<name>/ you can screen a candidates profile to find if there is a match, and ask follow up questions before you decide

How a conversation goes

  1. 1. Describe the role

    Paste the job description or a few lines about the position.

  2. 2. Read the fit

    The assistant explains how the candidate’s experience applies, and answers your follow-up questions.

  3. 3. Decide

    If you’re interested in reaching out, say so and the assistant will share your contact details and a short brief about the role.

Honest by design

  • ✓Answers only from documented experience, and it says when a question falls outside it.
  • ✓No improvising, no invented claims.
  • ✓What you share becomes a private brief for the candidate; nothing is published.