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The Compounder · May 26, 2026

The 3-Layer Prompt (The Compounder)

Hey,

Most people using ChatGPT or Claude are burning 30 minutes on drafts that need a full rewrite.

Last Thursday, 12 of us spent an hour fixing that in the first REPOSITION workshop. One technique stood out. It cuts prompt-and-pray down to prompt-and-ship.

The 3-Layer Prompt

Here's the pattern that kept coming up when I reviewed what people actually type into AI:

Write me a status update for my project.

That's not a prompt. That's a wish. Here's what works instead. Three layers, every time:

Layer 1: Context. Who you are, what you're working on, what you've already tried.

Layer 2: Task. Exactly what you need, in what format, for what audience.

Layer 3: Constraints. What to avoid, what tone to use, how long the output should be.

Before/after from the workshop:

Bad: "Write me a lesson about photosynthesis."

Good: "I teach 8th grade biology. My students struggle with light-dependent reactions. Create a 30-minute lesson plan with a hands-on activity. Include a materials list and 3 assessment questions."

Same topic. The second one produces something you can use on Monday morning.

This Week's Template

Copy this, fill in the brackets, paste it:

I am a [role] at [company type]. I'm working on [project].

>

I need you to [write/analyze/summarize/recommend] [exact deliverable].

>

Constraints: [tone], [length], [format], [what to avoid].

Try it on one thing this week that normally takes you 30 minutes to draft. If it doesn't get you to a usable first draft in under 5 minutes, reply and tell me what went wrong.

Workshop 2 is Thursday

"Build Your First AI Workflow" goes live May 28 at 6 PM CEST. We'll take the prompting patterns from Workshop 1 and turn them into a working automation. Hands-on, 60 minutes, no experience needed.

RSVP here

Tool Pick: Claude Code

If you've ever copy-pasted code files into ChatGPT, stop. Claude Code is a terminal tool that reads your entire project automatically. It understands your codebase, your dependencies, your tests. No pasting. No context limits. It's what I use for everything from debugging to building entire features.

Until next week,

Merryl

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