The industry prompt library

50 prompts to solve almost anything.

Battle tested prompts that get real work done in ChatGPT, Claude, or Gemini. Copy, paste, fill in the blanks. Built by Adopt AI Lab.

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First, the 5 part prompt.

The simple formula behind every prompt below. It works in any AI.
1
Role. Tell it who to be. "Act as a sharp financial analyst."
2
Context. Give it your situation. "We are a 40 person bank in Lahore."
3
Task. Say exactly what you want. "Find the 3 biggest risks in this budget."
4
Format. Say how you want it back. "As a short table."
5
Guardrails. What to avoid or must include. "Be direct. Flag anything you are unsure about."
Every prompt below already uses this shape. Just replace the [BRACKETS] with your details.

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