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Meta-prompt

A meta-prompt is a higher-level prompt or prompting method that guides the creation, refinement, structure, or use of prompts for a model task.

How 2 Manning books explain it

AI for Everyday IT

A meta-prompt is an instruction embedded in or attached to a prompt that directs an AI model toward a desired response format, style, audience, or behavior.

How it is used
Directs AI responses toward a chosen format, style, audience, or behavior for practical content creation and problem-solving.
How deep it goes
Defines the pattern, demonstrates audience and format variations, and shows a workplace explanation without exploring model internals.
Examples
Uses planet explanations, SQL Server transaction logs, and reusable format directives such as comparisons, timelines, and step-by-step guides.
What you can do after
Apply it via bracketed instructions to tailor AI explanations for different audiences, formats, viewpoints, and workplace needs.

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Prompt Engineering in Practice

Meta Prompting is a prompting technique in which a model is instructed to design, refine, or apply prompts for another task.

How it is used
Generates reusable prompt templates from task descriptions to accelerate template creation for recurring tasks.
How deep it goes
Explains task-to-template generation and the effect of description precision, but does not specify template fields.
Examples
Uses an end-to-end example of designing and applying a generated prompt template.
What you can do after
Build structured prompt templates from plain-English task descriptions, then use or refine the generated result.

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Related concepts

These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.