Prompt patterns worth stealing
A cheat sheet of reusable patterns that lift almost any answer you get.
Keep a few reusable moves: 'ask me questions first', 'give me 3 options and a recommendation', 'critique this like a skeptic then fix it', 'show your reasoning'. Stack two or three into one prompt.
You don't need a thousand memorised prompts. A handful of reusable patterns cover most of what you'll ever ask, and once they're second nature you get better output from any model on almost any task. Think of them as moves you reach for instinctively, not scripts.
Learn the core moves
Start with a few that fix the most common failures. 'Ask me questions first' makes the model gather context instead of guessing. 'Give me three options and a recommendation' beats a single take you can't compare. 'Explain it like I'm smart but new' gets clarity without being talked down to. Just having these in your back pocket changes how you interact — you steer instead of accepting the default.
Add the self-checking patterns
The next tier make the AI check its own work, which is where quality jumps. 'Critique this like a skeptic, then fix it' turns one prompt into a draft-and-review cycle. 'Show your reasoning, then the answer' lets you catch flawed logic. 'What would make this wrong?' surfaces risks before you commit. Models are often better at evaluating an answer than producing a perfect one first time — so ask for both, in sequence.
Stack and compose them
The real leverage is composition — chaining patterns into one prompt that runs a whole workflow. 'Ask me three questions, then give three options with a recommendation, then tell me what could go wrong' is an entire consulting engagement in one message. The advanced habit is minting your own: whenever you give the same kind of instruction twice, name it and reuse it.
- 1Learn the core moves until they're automatic.
- 2Reach for the self-checking ones — 'critique then fix', 'what would make this wrong?'
- 3Stack two or three into a single prompt for a whole workflow.
- 4When you repeat an instruction often, name it and reuse it.
Pattern prompts to steal
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