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Prompt Engineering Cheat Sheet

12 techniques that reliably improve AI output, each with a before/after example.

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1. Give a role

Before: "Write about marketing." After: "You are a senior B2B marketer. Write…"

2. Provide context

Tell it who the audience is, what you already tried, and why you need it.

3. Specify the format

"Answer as a table with columns: option, cost, risk." or "Max 5 bullets."

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