Move beyond casual prompt writing and define prompt engineering as a structured, multidisciplinary field with a real social impact. This book uses a clear, practical, and human-centred approach to designing effective prompts for Large Language Models (LLMs) such as ChatGPT and Gemini.

Using the "Prompt Anatomy Blueprint" framework, you’ll learn to craft precise and structured prompts that enhance AI output quality, reduce computational costs, and mitigate ethical risks such as bias and misinformation. By combining technology with human values, the book provides methods for designing prompts that promote fairness, transparency, and cultural nuance. It situates prompt engineering in real-world contexts—education, healthcare, governance, and creative industries—showing how language choices shape outcomes across these systems.

Addressing the global use of LLMs, Prompt Engineering for Everyone calls for inclusive, multilingual approaches that respect diversity and resist inequality. It envisions prompt engineering as an emerging discipline shaped by ethics, regulation, and shared responsibility—empowering readers to create trustworthy, equitable human–AI interactions that serve an interconnected world.

What You Will Learn

• Build responsible and inclusive human–AI collaborations for a diverse and interconnected world.
• Design prompts that enhance AI accuracy and efficiency.
• See how prompt design shapes outcomes across education, healthcare, and governance.

Who This Book Is For

Professionals from diverse fields looking to take prompting from informal practice to an interdisciplinary skillset vital for equitable and effective AI use

Table of Contents

Chapter 1: Why Prompt Engineering Standards Matter

Chapter 2: Prompt Engineering for Everyone

Chapter 3: Prompt Literacy: From Habits to Mastery

Chapter 4: Advanced Prompting Strategies for Reasoning, Reflection, and Control

Chapter 5: Precision Prompting: Controlling Al with Granular Instructions

Chapter 6: The CASTROFF Framework: A Professional Standard for Prompt Engineering

Chapter 7: Applying CASTROFF in Practice: Diagnosing, Repairing, and Redesigning Prompts

Chapter 8: Inclusive Al Prompting: Ethics, Accessibility, and Design for All

Chapter 9: Prompt Debugging and Safety in Sensitive Contexts

Chapter 10: Creative Prompting for Complex Problem-Solving

Chapter 11: Prompting in Real-World Systems

Chapter 12: The Future of Prompt Engineering

Appendix A: The CASTROFF Prompt Engineering Framework

Appendix B: Advanced Prompt Engineering Checklist

About the Author

Hamid Tavakoli is a research and development specialist with over two decades of experience in applied AI, optics, and ophthalmic medical devices. A qualified optometrist and optical design engineer, he holds postgraduate qualifications in Applied AI and Linguistics from leading UK universities. As Managing Director of Optics AI Ltd, he leads ethical, human-centred AI innovation and regularly shares insights on prompt engineering across academic and professional platforms worldwide.