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Prompt output contract

A task-specific agreement about what an output means, including fields, evidence, missing values, and invalid-input behavior.

The plain-English version

A task-specific agreement about what an output means, including fields, evidence, missing values, and invalid-input behavior.

Why it matters

It connects generated content to a usable application result.

Let’s make it click

A task extractor returns a title, a nullable due date, and a source sentence; it may not invent an unstated deadline.

Vibe Bro’s heads-up

A requested format or schema can constrain shape without establishing that the content is true.

You might also hear

  • output requirements
  • response contract
  • missing values

The docs behind it

Editorial review · October 28, 2026

Supported: The distinction between requested shape and API-enforced structure is sound. OpenAI/Google document structured output plus residual mistakes; the example contract is original.

Read the content review record.

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