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Many names, same ingredients
This lesson explains what a prompt framework is, why dozens of them share the same ingredients, and how to ask what each one adds.
- A prompt framework is a reusable structure for the request you type into an AI tool, usually named with an acronym so it is easy to remember.
- The AI fills in whatever you leave out with generic guesses. A framework makes sure you include the parts that change the answer, such as audience, goal and format.
- Frameworks make prompts repeatable. You fill the same parts each time, save the prompt as a template and share it with colleagues.
- They are not magic words. The value comes from the detail you put in each part. They help most when a request is complex or open to interpretation.
- There are well over sixty named frameworks, and most of them remix the same ingredients: role, task, context, audience, format, constraints and examples.
- The useful question for each framework is what it adds that RTF or CO-STAR does not. If it adds nothing you need, you can skip it.
| Ingredient | What it tells the AI | Example slot |
|---|---|---|
| Role | Who the AI should sound like | You are an office manager |
| Task | What you want done | Write a supplier email |
| Context | The details that change the answer | 50 chairs, delivery by June |
| Format | How the answer should look | Subject line, three paragraphs |
| Constraints | What to avoid or include | Do not mention budget |
| Examples | A sample of the style you want | Paste a past email |
Do this in your own tools, step by step. Ticks are saved on this device.
What is a prompt framework?
A reusable structure or checklist for the request you type into an AI tool.
Name three ingredients that most frameworks share.
Any three of role, task, context, audience, format, constraints, examples.
What question should you ask about a new framework?
What does it add that RTF or CO-STAR does not.
Wes Welcome to Everyday Business Prompt Frameworks: CREO, PECRA, GRADE and More. This course is part of Complete AI Training; you'll find the full library at complete A I training dot com. It takes six short chapters.
Laura This part explains what a prompt framework is, why dozens of them share the same ingredients, and how to spot what each one adds.
Wes A prompt is the request you type into an AI tool such as ChatGPT, Claude or Gemini. A prompt framework is a reusable structure for that request. Think of it as a short checklist of the parts a good prompt contains, usually named with an acronym so it is easy to remember.
Laura Why does it help. The AI fills in whatever you leave out with generic guesses. A framework makes sure you include the parts that change the answer, such as who it is for, what you want to achieve and the format you need.
Wes Frameworks also make prompts repeatable. You fill the same parts each time, save the prompt as a template and share it with colleagues. Everyone gets a similar result without rewriting from scratch.
Laura They are not magic words. The value comes from the detail you put in each part. They help most when a request is complex or open to interpretation. A quick, simple question can stay short.
Wes There are well over sixty named frameworks, and most of them remix the same ingredients: role, task, context, audience, format, constraints and examples. Knowing them helps you read prompts from colleagues and courses.
Laura This course is about business frameworks, which are fill in the slots frameworks. Each letter of the acronym stands for one part of your prompt. When you meet a new one, ask what it adds that RTF or CO-STAR does not.
Wes Here is a worked example. An office manager needs to write a supplier enquiry. She uses a simple framework with role, task, context and format. Watch how each slot changes the answer.
Laura And here is the same request sent to the AI. Notice how the reply follows the slots. The role sets the voice, the context sets the details, and the format keeps it short.
Wes So the useful question for every framework is simple. What does it add that RTF or CO-STAR does not. If the answer is nothing, you can skip it. If it adds a slot you need, keep it. That is how you pick from the long tail.
Laura Your turn. Find a prompt you or a colleague has used at work. Label which parts it already contains, then add the missing ones and run it again.
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