Prompt Patterns

Bilgin Ibryam

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Table of Contents

Preface

Introduction

Prompts
Patterns
Design Principles
Pattern Categories

Objective Framing

Task Directive
Perspective Framing
Constraint Scoping
Summary

Information Supply

Context Injection
Context Selection
Example-Driven Specification
Structural Segmentation
Summary

Method Prescription

Alternative Enumeration
Hierarchical Decomposition
Dependency Decomposition
Stepwise Decomposition
Multi-Path Reasoning
Semantic Lifting
Summary

Quality Validation

Knowledge Externalization
Deferred Commitment
Reflective Evaluation
Claim Enumeration
Summary

Output Representation

Semantic Compression
Response Tail
Answer Extractor
Output Template
Formal Representation
Summary

Iterative Alignment

Interaction Reversal
Interaction Language
Meta Prompting
Summary

Afterword

Patterns List
Recommended Resources
About the Author
Markua Snippets Collection
- Headings and Paragraphs
Chapter One
Chapter Two
Chapter One
Chapter One
Buy the Book
Advanced Markua Examples: Code and Images
Formatting Prompt and Response Examples for a ChatGPT Book
Prompt and Response Formatting Patterns (Alignment-Safe)
ChatGPT Prompt and Response Layout Experiments
Highlighting Prompt Structure in a Prompting Patterns Book

Prompt Patterns/Iterative Alignment/Meta Prompting

Meta Prompting

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Definition

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Problem

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Solution

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Mechanism

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Techniques

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Prompt Refinement

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Prompt Generation

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Prompt Selection

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Prompt Templating

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Discussion

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Resources

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Interaction Language

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Summary

In this chapter

Meta Prompting
Definition
Problem
Solution
Mechanism
Techniques
Prompt Refinement
Prompt Generation
Prompt Selection
Prompt Templating
Discussion
Resources