
Each lesson lasts fifteen to twenty minutes and follows the same cycle. You start with a cold attempt, unaided, to measure your starting point. You then read the concept, illustrated by a diagram, then a worked example comparing a weak prompt and a strong one. You move on to the exercise, read the trap, answer three quiz questions with instant feedback, and submit a proof of mastery: your final prompt and the result obtained. This proof feeds your portfolio and counts towards the level badge.
Without an account, everything stays readable and your progress is kept in your browser. With an account, opened by a simple link sent by email, you find it on all your devices and earn your badges.
The lessons (25)
Level 1
Beginner
“I say clearly what I want”

Lesson 1 · Beginner · 15 minCopilot Chat: what is included in your Microsoft 365
What Microsoft 365 Copilot Chat includes without a paid licence: web chat, attached files, images, Pages, agents, and what it cannot see of your organisation.To do
Lesson 2 · Beginner · 15 minHow a generative AI answers, and why it can be wrong
What a generative AI does when it answers: it predicts plausible words rather than looking up facts. Where errors come from and how to limit them.To do
Lesson 3 · Beginner · 15 minWriting a good prompt: the four ingredients
The four ingredients of a good Copilot prompt: goal, context, expectations, source. Before and after on a real case, guided exercise, quiz and proof of mastery.To do
Lesson 4 · Beginner · 15 minYour first useful conversation: summarise, rephrase, translate
Summarise, rephrase, translate a text you provide: the three safe tasks in Copilot Chat, with the follow-up that improves the answer without starting over.To do
Lesson 5 · Beginner · 15 minChecking an answer: sources, figures, dates
Three checks before using a Copilot Chat answer: open the cited sources, cross-check every figure, date every piece of information.To do
Lesson 6 · Beginner · 15 minBefore you paste a text: personal and confidential data
What Copilot Chat does with your prompts: no training, but logging and audit. One rule to decide what to paste, and how to anonymise.To do
Level 2
Intermediate
“I give the model what it needs to do well”

Lesson 7 · Intermediate · 15 minIterating: the first answer is a draft
Iterating a prompt in Copilot Chat: the first answer is a draft. Precise follow-up, critique of the answer, before and after example, exercise and quiz.To do
Lesson 8 · Intermediate · 15 minAttaching a Word, PDF or Excel file and asking the right questions
Attach a Word, PDF or Excel file to Copilot Chat and ask the right questions: accepted formats, limits, prompt before and after, exercise and quiz.To do
Lesson 9 · Intermediate · 15 minWeb on or off: when Copilot should search
Switching web search on or off in Copilot Chat: when the web helps, when it hurts, how to demand verifiable dates and URLs. Example, exercise and quiz.To do
Lesson 10 · Intermediate · 15 minGiving examples and a role to set the style
Give Copilot Chat examples and a role to set the style: what a role changes, what it does not, prompt before and after, exercise and quiz.To do
Lesson 11 · Intermediate · 15 minComparing two answers with a grid
Compare two Copilot Chat answers with a four-criteria grid: accuracy, relevance, format, sources. Method, example, exercise and quiz.To do
Lesson 12 · Intermediate · 20 minHallucination hunt: an exercise on a doctored output
Hallucination hunt: a doctored Copilot output with four planted errors to spot, their correction, the verification method, exercise and quiz.To do
Lesson 13 · Intermediate · 20 minWriting meeting minutes from the Teams transcript
Transcribe a Teams meeting, download the .docx transcript, attach it to Copilot Chat and get checkable minutes, an action table and a follow-up email.To do
Level 3
Advanced
“I make it reason and I make it verify”

Lesson 14 · Advanced · 20 minBreaking a task down into three chained prompts
Break a complex task down into three chained prompts in Copilot Chat: plan, production, review, with human validation between each step.To do
Lesson 15 · Advanced · 20 minAnalysing an Excel table with the built-in Python interpreter
Analyse an attached Excel table in Copilot Chat with the built-in Python interpreter: prepared file, closed question, stated method, cross-checked result.To do
Lesson 16 · Advanced · 20 minPages and Notebooks: keeping and sharing your work
Copilot Pages and Notebooks in Copilot Chat: keep a piece of work, gather the sources of a recurring task, share with your team, and know the limits.To do
Lesson 17 · Advanced · 15 minGenerating a presentation visual: rights and labels
Generate a presentation visual with Copilot Chat: a five-part image prompt, an unpublished quota, no real people, and the mandatory AI label.To do
Lesson 18 · Advanced · 20 minBuilding your team's prompt library
Build your team's prompt library: one card per prompt with variables, a sample output, known limits and an owner, stored in a shared Page.To do
Lesson 19 · Advanced · 20 minWriting an evaluation grid and having Copilot apply it
Write an evaluation grid of observable criteria, have Copilot Chat apply it in a separate conversation, then correct and measure the gap.To do
Level 4
Expert
“I design prompts that others reuse”

Lesson 20 · Expert · 20 minAsking Copilot to improve your prompt
The meta-prompt: have Copilot Chat rewrite your prompt block by block, with a reason for every change, then decide what you keep.To do
Lesson 21 · Expert · 20 minCreating a simple agent with the agent builder
Create a declarative agent in Copilot Chat with the agent builder: role, scope, refusals, format and examples, free as long as it does not read SharePoint.To do
Lesson 22 · Expert · 20 minEvaluating a prompt on a set of ten cases
Measure a prompt instead of feeling it: ten cases with an expected answer, three runs, one rule changed at a time, and a compared score.To do
Lesson 23 · Expert · 20 minSycophancy, prompt injection, drift: the failure modes
Three failure modes to counter in Copilot Chat: the sycophancy that agrees with you, the injection hidden in a file, the drift of long conversations.To do
Lesson 24 · Expert · 20 minTraining your colleagues: a one-hour workshop ready to run
A one-hour workshop on Copilot Chat, ready to run: cold attempt, demonstration, exercise in pairs, teaching a colleague, proof to take away.To do
Lesson 25 · Expert · 20 minWriting your team's AI usage policy
A ten-article template for a Copilot Chat usage policy: data, sources, proofreading, transparency, and the training required by Article 4 of the AI Act.To do