Prompting Lab: The Elements of a Good Prompt

Getting useful results from generative AI starts with knowing how to ask the right question. For public professionals who are new to AI tools, prompting can feel like guesswork: What information should you include? How much context is enough? How do you ask for the tone, format, or level of detail you need?

In this beginner-friendly Prompting Lab, you will learn the basic structure of an effective prompt and practice building prompts that support everyday public sector work. We will break down key elements such as context, task, role, audience, tone, format, examples, and constraints. Through practical exercises, you will learn how to move from a vague request to a clearer, more useful prompt that keeps human judgment, accuracy, and accountability at the center.

This workshop is designed for public professionals who are starting to use generative AI and want a practical, low-pressure introduction to prompting.