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Instruction repetition

As explained in Grokking AI Applications

A prompting technique that repeats critical instructions within a prompt to reinforce their importance and clarify the desired response.

Instruction repetition reinforces critical directions by stating them more than once within the same prompt. Place guidance before and after the main content, or restate an essential requirement in slightly different terms so the desired response remains clear. section 3.2 section 3.1

Repeat an essential requirement

If a response must be practical and understandable to nontechnical readers, state those requirements among the prompt features and reinforce them again in different words near the main content. The repetition emphasizes what the response must prioritize. section 3.2 section 3.1

Use the technique as a small prompt-design check:

  • Identify the directions that are essential to the output. section 3.2
  • State those directions before and after the main content, or express them twice using slightly different wording. section 3.2 section 3.1

How Grokking AI Applications covers it

How deep it goes
Defines repetition and gives placement and wording guidance, but does not develop implementation internals or formal evaluation.
Examples
Uses repeated output features, guidance before and after content, and slightly different restatements of crucial directions.
What it assumes
Uses the standard role, task, features, and examples prompt structure as its broader design context.
What you can do after
Apply it when writing prompts to emphasize requirements and improve response alignment.
How it connects
Connects prompt templates with examples, task decomposition, chain-of-thought prompting, self-validation, and fallback responses.
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