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Flag the off-putting phrases in a job posting

Practice: Setting limits and rules. About 5 minutes.

About this exercise

A hiring manager wrote a job posting and you're reviewing it before it goes live. Ask for exactly 3 numbered flags, each quoting the exact phrase, a reason under 12 words, and a plain replacement. One flag must be the age-coded phrase. Plain text, no rewritten posting, and no intro. Write a prompt that gets that review.

Common mistakes when you ask AI for this

  • Asking for general feedback. The AI produces a long critique and a whole new posting. Try: Set it: "Exactly 3 numbered flags."
  • Vague flags. The AI says "the tone feels exclusive" without quoting the words or offering a swap. Try: Show the shape: "1. \"digital native\" - reason - replace with ..."
  • Missing the age-coded phrase. The AI may focus on 'rockstar' and skip the phrases that suggest an age preference. Try: Add: "One flag must be the age-coded phrase."
  • Ignoring your policy. Without the handbook, the AI flags style issues instead of the lifting limit and pay range. Try: Add: "Base the flags on our hiring policy. No rewritten posting. Plain text."

What a strong prompt includes

  • Sets the number of flags
  • Asks for exact quotes
  • Targets age-coded words
  • Uses the policy
  • Asks for plain text

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