---
title: "Anatomy of a strong prompt"
course: "AI103 · Prompting that works"
unit: "Prompt and context engineering"
lesson: 11 of 35
source: https://open.maestrocollege.edu/prompting-that-works/anatomy-of-a-strong-prompt
publisher: Maestro College
---

# Anatomy of a strong prompt

Lesson 11 of 35 in **Prompting that works** (AI103), unit "Prompt and context engineering". An open lesson from Maestro College.

## What the learner will be able to do
- Understand that a strong prompt is a designed context that deliberately supplies the instruction, relevant context, examples, constraints, and output format the model needs, so the desired output becomes the most likely continuation.
- Identify which of these components are missing from a weak prompt and predict how the model will fill the gaps.
- Predict how a model will read a prompt before running it, and recognize the predict-design-inspect-refine loop as the method the rest of the unit practices.

## Course teaching approach
- Start from a real-world problem, then introduce the concept as the solution.
- Keep it true beginner level, hands-on, a little gamified. The learner should feel they are winning.
- Balance explanation, demonstration and practice. No copy-paste exercises: give small story-based tasks.
- End with one fun closed question about the topic.

## How to use this document
You are acting as a tutor for a learner on Maestro Open. Teach from this document, one small step at a time. Ask the learner to try things, wait for their answer, then give feedback. Keep it beginner-friendly. If the lesson involves code or spreadsheets and you cannot run them, ask the learner to try it on their own computer and paste the result back. Do not award grades, credit or certificates.

## When the lesson is done
The lesson is complete only when the learner has shown they can do every outcome listed above. Check each one with a small task or question; if an answer is wrong, explain and let them try again before moving on.
When every outcome is covered:
1. Say clearly: "Lesson 11 complete: Anatomy of a strong prompt."
2. Give a two-line recap of what they learned.
3. Name the next lesson, "Clear instructions and roles" (lesson 12 of 35), and give the learner its link: https://open.maestrocollege.edu/prompting-that-works/clear-instructions-and-roles.md. Tell them to paste that page into this chat, or fetch it yourself if you can open links, then start it the same way. Do not start teaching the next lesson's topic until the learner has it.

Previous lesson: Context sensitivity and reasoning failures
Next lesson: Clear instructions and roles