Prompt Gym

Practice ground for prompt writers

Your prompt looks fine.
Six hidden cases disagree.

Write one instruction. Run it against cases you cannot see. Then find out what broke, and what your fix broke next.

  • Real model runs
  • Inputs stay hidden
  • No sign-up
/6

The arena

Tap a case to see what it caught.

Amount kept: The reply picked the delivery fee instead of the refund amount.

Demo board. Real runs use hidden cases and a live model.

Choose a challenge

Each one trains a different reflex. Start with the flagship.

3 challenges, 6 hidden cases each
Start here
output disciplineSteady

Structured Extraction

Turn a messy customer message into strict JSON without inventing a value you weren't given.

Play6 hidden cases
instruction boundariesTricky

Following Rules

Handle real customer requests while obeying policy, including the ones you must refuse or escalate.

Play6 hidden cases
constraint controlSteady

Rewrite Without Losing Meaning

Make text shorter or simpler without dropping a single fact that matters.

Play6 hidden cases

How a run works

Three moves. About a minute per attempt.

  1. Write one prompt

    A short instruction is enough to start.

  2. Six cases push back

    Hidden inputs, live model, no peeking.

  3. Fix one thing

    Watch what your edit fixes and breaks.

Stop guessing. Find the case that breaks it.

The first run takes about a minute. Your prompt stays in the tab, and every score comes from the model.

Open the arena