AI Fluency Gym (4D)

Transcript Score

Paste a redacted transcript. Scoring uses the server judge first with an in-browser fallback, and stores derived scores in localStorage.

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We only use your text to compute the score.

Redaction checklist

  • Names, email addresses, phone numbers
  • Client/company identifiers
  • Secrets, keys, internal URLs
  • Financials, contracts, legal details

Scoring runs through /api/judge with an in-browser fallback when the API is unavailable.

Cheat sheet

This assessment uses an editable rubric. You can inspect it on the Cheat Sheet page.

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