Prompting That Works: The Universal Framework
One reusable five-part brief that gets usable output from any model, plus the examples, reasoning checks and iteration habits that make it stick.
Prompting is not magic words, it is briefing a competent freelancer who cannot ask you questions. This course gives you one structure that works on every model: role, task, context, format, constraints. You will learn why showing an example beats describing a tone, how to get reasoning you can actually inspect, how to iterate surgically instead of rewriting from scratch, and how to build a prompt library that keeps paying you back. It is the general-audience companion to our Prompt Engineering for Translators course, and it applies to any job that involves words.
What you'll learn
- Build any prompt from the five-part brief: role, task, context, format, constraints
- Diagnose a bad output by finding which part of the brief was missing
- Use few-shot examples to teach tone and structure reliably
- Get reasoning and criteria you can inspect, not just conclusions
- Iterate surgically in three or four turns instead of rewriting
- Build and maintain a reusable prompt library that compounds
Course content
- 1. Why most prompts fail (15 min)
- 2. The five-part brief: role, task, context, format, constraints (15 min)
- 3. Showing beats telling: examples that teach style (15 min)
- 4. Getting reasoning you can inspect (15 min)
- 5. Iterating without starting over (15 min)
- 6. Building a prompt library that compounds (15 min)
Related courses
- AI Fluency Foundations: How LLMs Actually Work — No code, no maths: what a language model is really doing, why it hallucinates, where your data goes, and what it is genuinely good at.
- Choosing Your AI Stack in 2026 — ChatGPT, Claude, Gemini, Copilot and open-weight models: how to choose on data handling, connections and fit rather than leaderboards.
- AI Agents Explained: From Chatbots to Autonomous Workflows — What an agent really is, what it is genuinely good for in 2026, how to design one you can trust, and how to build your first without code.