Ask clarifying questions first

Why it works

Models default to confidently answering whatever they think you asked. That's where most AI output goes wrong: the question itself was vague, but the model didn't push back. This prompt forces a clarification round before any work happens. The Reddit r/ChatGPT 2025 mega-thread ranked clarifying-question meta-prompts at 3x the upvotes of any topical prompt for exactly this reason - it converts a one-shot guess into a two-turn conversation, and two-turn conversations produce dramatically better outputs. Use this as the very first message of any non-trivial chat. Then answer the questions and let the model proceed.

Example output

Before I answer, I need to clarify a few things:

1. Audience: Is this aimed at engineers who already use Postgres, or at decision-makers picking a database?
2. Length: One paragraph, a one-pager, or a full doc?
3. Tone: Pitch deck (confident, persuasive) or technical doc (neutral, qualified)?
4. Constraint: Are there any claims I should NOT make (e.g. cost, performance numbers you can't verify)?

Reply with answers and I'll draft.

Common mistakes

Don't paste this and then immediately also paste your real question - the model will skip the clarification and answer. Send the meta-prompt alone, wait for the questions, answer them, then paste the actual task. Also: if you're doing something genuinely simple ('translate this sentence'), skip the prompt - it adds friction without value. Use it for anything where the output will take you more than 2 minutes to read.