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Prompt Critique: Score a Prompt and Copy the Fix

Paste a prompt and get a score, the weak spots, and a rewritten version you can paste into ChatGPT, Claude, Gemini, or Cursor.

Codextroop Prompt Library2 min read
  • prompt critique
  • prompt checker
  • fix my prompt
  • chatgpt prompt review

Running a bad prompt five times does not make it better. You need to see what is missing: a fuzzy task, no format, no limit on invented facts, or three jobs packed into one paragraph. Prompt Critique scores the draft, names those gaps, and gives you a rewritten version.

What the score is looking at

  • Clarity: can someone else tell what “done” looks like?
  • Specificity: are the real details in the prompt, or left for the model to invent?
  • Format: is the output shape named — bullets, table, email, steps?
  • Conflicts: lines that ask for short and exhaustive, or formal and casual, at the same time.

A rough sentence and a long polished prompt both work as input. The useful output is the rewrite, not the number. Copy that fix into ChatGPT, Claude, Gemini, or Cursor.

A short review loop

  • Paste the prompt you were about to send.
  • Read the weak spots before you read the rewrite. Those are the habits to stop repeating.
  • Copy the fixed prompt and run it once.
  • If you still do not like the answer, change the inputs (audience, facts, length). Do not add more adjectives.

Use Explain This Prompt when you want a line-by-line reading. Use critique when you want the score and a replacement. Use the Prompt Enhancer when you only have a rough ask and nothing structured yet.

FAQ

Is Prompt Critique a ChatGPT prompt checker?

It reviews the prompt text itself: clarity, specificity, and format. It does not log into ChatGPT or grade the model’s answer.

Should I trust the score more than the rewrite?

Use the score to see the gap. Paste the rewrite. If your facts were missing from the original, add them — the tool cannot invent your real numbers or names.

Is it free?

Yes. Prompt Critique is free on Codextroop Prompt Library. No account is required.