Appendix

The Playbook

9 prompts that change how you work with AI.
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1

The Research Prompt

Make AI do homework before it answers.

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Before answering, research this thoroughly. Find 3 credible perspectives, summarize what you learn from each, then give me your recommendation based on the evidence. Show your reasoning.
2

The Interview Prompt

Make AI ask YOU before it builds.

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Before you build, write, or plan anything — interview me first. Ask me 5 specific questions to understand exactly what I need, one at a time. Don't start working until you have all my answers.
3

The Reference Prompt

Give AI the right examples to learn from.

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Here's an example of the quality and style I want: [paste your example here] Match this tone, structure, and level of detail. Don't copy it — use it as a reference for what "good" looks like. Explain what you're borrowing from it.
4

The Improvement Prompt

Find the single highest-leverage change.

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Look at what we have so far. What is the single most impactful improvement you could make right now? Not a list of 10 things — one move that makes the biggest difference. Explain why this one matters most.
5

The Stress-Test Prompt

Shoot holes in your own plan.

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Act as a skeptical critic. What are the 3 weakest parts of this? Where will it break? What am I not seeing? Be honest and specific — I need the hard truth, not encouragement.
6

The Explain Yourself Prompt

Make AI justify its choices.

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Explain why you chose this approach over the alternatives. What are the tradeoffs? What would you do differently if you had different constraints? If I asked you to start over with a completely different strategy, what would it be and why?
7

The Ship-It Prompt

Define what 'done' looks like before you start.

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Write acceptance criteria for this project. What specific conditions must be true for this to be considered done? List them as checkboxes I can verify. Include edge cases that would catch a sloppy version.

Bonus

Build Your Own Playbook

8

The SOP Prompt

Turn your best work into a reusable template.

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Look at this project I'm proud of: [paste or describe your best work] Identify the patterns that made it good. What decisions, structures, or approaches could I reuse? Turn those patterns into a reusable prompt template I can apply to future projects.
9

The Devlog Prompt

Turn your work into shareable updates.

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Summarize what I just built / wrote / created in a way I could share publicly. Write it as a short, engaging update — like a devlog or LinkedIn post. Focus on what's interesting about the approach, not just what was done. Keep it under 150 words.
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