AI Fluency Gym (4D)

Rewrite + tighten + keep voice

Turn messy notes into a polished blog post while preserving the author’s voice. Add a final critique pass before publishing.

Scoring evaluates your prompts/questions and verification behavior across the 4D rubric.

Challenge chat

Tip: Ask clarifying questions early. If you miss hidden context, Discernment score drops.

Backend mode: Heuristic (no API key)

Live progress

0/5 rubric signals detected so far. Clarifying questions: 0. Unlocks: 0.

  • Ask at least 2 clarifying questions
  • Request evidence/sources
  • State uncertainty or limits
  • Ask for verification checklist/pass
  • Unlock hidden context cards

Hidden context cards

Voice constraint
Locked
Ask the right clarifying question to unlock this.
Fact sensitivity
Locked
Ask the right clarifying question to unlock this.

Success criteria

  • Clarifies voice/tone + target platform
  • Iterates and refines
  • Requests reviewer pass + uncertainty
  • Mentions what to verify (facts/quotes)

How this is scored

  • We score your prompts and questions, not assistant writing quality.
  • Hidden card unlocks indicate missing-context behavior and improve Discernment.
  • You can score any time. The score reflects progress up to that point.