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Simulation run on this device. Scenario values are not sent anywhere — the engine is fully local.

prompting studio · free

Few-Shot Example Curator

Pick demonstrations by coverage and watch format adherence jump.

Which three examples teach this format best?

Engine 1.0.0 · studio

Add candidate examples separated by blank lines.

Method

  • Scores candidate demonstrations by task overlap, then picks three that maximize distinct labels and format variation.
  • Coverage beats similarity: three near-identical examples teach the format once.