10 Prompt Patterns That Always Work
Reusable structures, not one-off prompts. Plug your topic into these and get a better answer almost every time.
Stop hunting for the one perfect prompt. There isn’t one. What actually works is a handful of reusable structures you can point at anything. Learn the pattern once and you can build a good prompt for any situation on the spot.
Below are the ten I reach for most. Each one has a job. Read what it’s for, steal the shape, and swap in your own details.
Set the frame
1. Role and task. “You’re an experienced [role]. Do [task].” Giving the AI a role instantly sets the right voice, vocabulary, and priorities. A message written by “a friendly customer support lead” lands completely differently from a blank request. Use it first, on almost everything.
2. Context dump. “Here’s everything you need: [paste it all]. Now [task].” The single biggest lever on quality is how much context you give. Don’t tidy your input first. Paste the whole messy thread, the full brief, the raw notes. More in, better out.
3. Ask first. “Before you answer, ask me anything you need to give a genuinely good response.” This flips the AI from guessing to interviewing you. It surfaces the details you forgot to mention, and the answer that follows is sharper because it was built on the right information.
Get better thinking
4. Step by step. “Think through this carefully step by step, then give me your answer.” For anything with reasoning, planning, or math, telling it to work through the steps before answering visibly improves the result. You can also read its thinking and catch where it went wrong.
5. Compare options. “Give me three approaches to [problem], with the trade-offs of each, then tell me which you’d pick and why.” Instead of one answer you have to trust blindly, you get a small menu with the reasoning laid out, so you can actually decide.
6. Steelman. “Argue the strongest possible case for the side I disagree with.” The fastest way to test your own thinking. It forces the best version of the other argument into the open, so you either change your mind or come back more sure.
7. Pre-mortem. “Imagine [plan] failed a year from now. Walk backwards and tell me the most likely reasons, most likely first.” Future-tense worry is vague. This makes the risks concrete and ranked, while you still have time to fix them.
Improve real work
8. Rewrite for an audience. “Rewrite this for [specific audience] without losing the meaning: [paste].” The same idea needs different words for a client, a beginner, or your boss. This reshapes tone and level without you starting over.
9. Make it concrete. “Give me a real example, not a definition.” When an answer stays fluffy and abstract, this one line drags it down to earth. Examples are where understanding actually happens.
10. Critique mine. “Here’s my draft. Tell me the three weakest parts and how to fix each: [paste].” Turn the AI into a tough editor of your own work. It’s far better at spotting weak spots than at being perfect on the first try, so use it that way.
Combine them
The real skill is stacking patterns. Start with a role (1), dump your context (2), let it ask questions (3), then have it critique its own draft (10). Four simple moves and you’re already prompting better than almost everyone.
Save this list. Most of “being good at AI” is just reaching for the right pattern at the right moment, and after a couple of weeks you won’t need to look them up.
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