Learning Burst 02 ยท Hong Kong

Stop Repeating Yourself

Build a prompt once. Use it every week.

โฑ 10 min live + reference ๐Ÿ“ฑ Your phone or laptop No experience needed
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This is Burst 02. If this is your first time here, start with Burst 01: AI Isn't Google to learn the basics of working with AI.

In this session
The Problem ยท 2 mins

You already know how to do this.

Think about STAR. When someone asks you to talk through a situation, you do not just say "there was a problem and I fixed it." You break it down. What was the situation? What was the task? What action did you take? What was the result?

You use that structure because without it, the important detail gets lost. The person listening fills in the gaps with their own assumptions and misses what actually happened.

AI works the same way. When most people ask it for help, they give it something like this:

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"Write me a weekly email to my team about business."

No structure. No context. No detail. The AI fills in the gaps itself, and you get something generic every time.

The fix is something you already do. Give AI the same structure you use when you walk someone through a STAR. Break it down so nothing gets lost. That is a structured prompt.

The Framework ยท 4 mins

The three building blocks.

A structured prompt is not complicated. It has three parts. Once you understand these, you can build one for any recurring task.

Building Block 1

Purpose

Tell the AI who the output is for and why it exists. This is the most important part because it shapes every decision the AI makes. Without it, the AI writes for a generic audience in a generic tone.

Without purpose

"Write a weekly team email."

With purpose

"This email goes to my store team every Monday. It gives them a quick overview of last week's business and what we are focusing on this week. The tone is direct but encouraging."

Building Block 2

Sections

List the sections you want in the output. This stops the AI from guessing what to include or leaving things out. Think of it as the skeleton. The AI fills in the detail, but you decide the structure.

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"Include these sections: Business overview. What went well. What needs attention. Focus for next week. People updates."

Building Block 3

Rules

These are the guardrails. Formatting preferences, terminology, things to avoid. Rules are what stop the AI from sounding generic or getting the small things wrong. They are also where you teach the AI how your business talks.

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"Use British English. Keep it to flowing paragraphs, not bullet points. lululemon is always lowercase. Do not use emojis."

Purpose tells the AI why. Sections tell it what. Rules tell it how. That is all a structured prompt is.

The Example ยท 3 mins

See it in action.

Here is a finished structured prompt for a weekly leadership email. Notice how each building block is doing its job.

A structured prompt for a weekly team emailThis email goes to my store team every Monday morning. It gives them a snapshot of last week's business and what we are focusing on this week. The tone is direct but supportive. โ† Purpose Required sections: โ† Sections Business overview: how did last week go overall What went well: one or two wins to celebrate What needs attention: where can we improve Focus for this week: the main priorities going forward People: any shout-outs, development updates, or things the team should know Rules: โ† Rules British English throughout. Flowing paragraphs, not bullet points. Keep it under 300 words. lululemon is always lowercase. If I have not given enough detail for a section, ask me before writing.

That last line is important. It tells the AI to ask you for more information rather than guessing. The prompt works in both directions: you give it notes, and it pushes back when something is missing.

How to use it each week

Open a new conversation. Paste the prompt at the top. Share your raw notes. They do not need to be tidy. The prompt already knows the structure, so the AI organises your notes into the right format.

Miss a section? The AI asks you about it. Over time you will add rules, tweak sections, and refine the tone. The prompt grows with you.

Exercise ยท At your own pace

Try it yourself.

Pick a task you do every week and build your own structured prompt using the three building blocks.

๐Ÿ”ง

Good candidates: a weekly email, a shift handover, a team meeting agenda, a recap for your manager, or any task where the structure stays the same but the details change.

What task are you going to build a prompt for?
Block 1: Purpose. Who is this for and why does it exist?
Block 2: Sections. What should the output include?
Block 3: Rules. How should it write? Any terminology, formatting, or things to avoid?

Now put all three blocks together in this order: purpose, then sections, then rules. Paste the whole thing at the start of a new AI conversation, share your notes, and see what happens.

Your finished prompt (assemble it here)
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The first version will not be perfect. That is normal. Use it a few times, notice what the AI gets wrong, and add a rule to fix it. Every correction makes the prompt sharper.

Wrap Up ยท 1 min

Take it with you.

The prompts most people write are one-off instructions that disappear the moment the conversation ends. A structured prompt is different. It captures how you think about a task so the AI can do the organising for you, every single time.

Basic

A single sentence. The AI guesses the rest.

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Structured

Purpose, sections, rules. You control the output.

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Living

It asks you questions. It evolves as you use it.

Today you learned the middle one. The more you use it, the more it will naturally evolve toward the right. You will add rules when things go wrong, refine sections when priorities shift, and build something that genuinely saves you time.

A prompt is just instructions. The better your instructions, the better the output.
  • โœ“
    I understand the three building blocks: purpose, sections, rules
  • โœ“
    I know the difference between a one-off prompt and a structured prompt
  • โœ“
    I have identified a recurring task I can build a prompt for
  • โœ“
    I know to paste my prompt at the start of each new conversation

Facilitated by

Loy Lee

Learning Burst 02 ยท Hong Kong

Stop Repeating Yourself

Build a prompt once. Use it every week.

You already know how to do this.

Think about STAR. You would never just say "there was a problem and I fixed it." You break it down. Situation. Task. Action. Result.

Without that structure, the important detail gets lost. The person listening fills in the gaps with their own assumptions.

AI works the same way.

โœ—

"Write me a weekly email to my team about business."

No structure. No context. The AI fills in the gaps itself and you get something generic every time.

A structured prompt has three parts.

1

Purpose

Who is this for, and why does it exist?

2

Sections

What should the output include?

3

Rules

How should it write? What should it avoid?

All three, together.

Weekly team email promptThis email goes to my store team every Monday morning. It gives them a snapshot of last week's business and what we are focusing on this week. The tone is direct but supportive. Required sections: Business overview: how did last week go overall What went well: one or two wins to celebrate What needs attention: where can we improve Focus for this week: the main priorities going forward People: any shout-outs, development updates, or things the team should know Rules: British English throughout. Flowing paragraphs, not bullet points. Keep it under 300 words. lululemon is always lowercase. If I have not given enough detail for a section, ask me before writing.

Paste it. Talk. Done.

New conversation. Paste the prompt. Share your notes. The AI organises them into the right format.

Miss a section? The AI asks you. That is the "ask me before writing" rule doing its job.

Over time you add rules, tweak sections, refine the tone. The prompt grows with you.

A prompt is just instructions. The better your instructions, the better the output.

learningburst.loy.ee

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