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Why "Be More Specific" Is Bad Advice

By Nigel Guy · 2 min read

"Just be more specific" is the most common prompting advice going, and it's nearly useless on its own. It's true in the way "eat better" is true — nobody disagrees, and nobody is told which of the fifty things "better" could mean. So people respond by adding more words: more adjectives, more context, more sentences describing the vibe they're after. The prompt gets longer. The output barely changes, because length was never the problem.

The rule: "specific" isn't a volume of words, it's an answer to a named question — specific about the audience, the constraint, the format, or the comparison, not specific in general.

The four things "specific" can mean

Vague specificity-advice fails because it doesn't say which of these you're missing. Pick the one that's actually loose in your prompt:

  1. Specific about audience. Not "explain this clearly" — "explain this to someone who's read the contract but doesn't have a finance background."
  2. Specific about constraint. Not "keep it short" — "under 150 words" or "one paragraph, no bullet points."
  3. Specific about format. Not "give me a summary" — "a table with one row per option and a verdict column."
  4. Specific about comparison or boundary. Not "make it sound professional" — "professional the way a partner-level cover email reads, not the way a press release reads." A boundary case does more work than an adjective.

The test

Before adding another descriptive word to a prompt, ask which of the four above you're actually short on. If the honest answer is "none of them, I just want it to be better," more words won't fix that — the prompt needs a decision made outside the prompt first, about what "better" means for this particular piece of work.

What to skip

Skip stacking adjectives ("clear, concise, professional, engaging") as a substitute for naming a constraint — they don't compound, and a model reading four vague adjectives has no more information than one. And skip treating every prompt as under-specified; a one-off question you'll glance at once doesn't need this treatment, only the requests you're relying on.

Guardrails

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