← Back to The Diagnostic Prompt Suite

AI Fluency

Prompt Upgrader

  1. 01

    Open any AI you use. Free or paid, ChatGPT, Claude and Gemini all work.

  2. 02

    Copy the complete prompt below using the button.

  3. 03

    Paste into the chat and follow the instructions.

  4. 04

    Answer honestly and concisely when asked.

What this prompt does

Diagnoses why your current prompt produces weak answers before rewriting it, so you learn the failure pattern, not just get a better prompt.

Most prompt fixes just make the same broken instruction sound nicer. This prompt runs yours through four structural checks first: does it gather real facts before answering, does it analyze those facts by a named method, does it specify what the output should actually look like, and does it tell the AI what to do when it does not know something about your business. Whichever check fails is the reason your answers keep coming back generic, shaky, or in the wrong shape.

It is built for anyone who has rewritten the same prompt five times and gotten five versions of the same weak answer, because the wording changed but the missing piece did not. You paste the exact prompt and, if you have it, the output it produced, and the AI quotes the specific line that proves the gap rather than guessing at one.

You walk away with a rewritten prompt that closes the named gap, a one-line explanation of exactly what changed, and a self-check you can run on your next prompt without needing this one again.

Your prompt