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Home/Glossary/Self-critique prompting

What is Self-critique prompting?

Also called: reflection · critique and revise

Self-critique prompting has the model grade its own draft against named criteria and then produce an improved version — a two-pass loop that beats most single perfect prompts.

The first draft from a model is optimised for plausibility, not for your standard. Asking it to review that draft — "check for unsupported claims, weak structure and anything off-brief, then rewrite" — reliably catches errors and filler the first pass missed. It costs one extra call and is the cheapest quality upgrade available.

The criteria matter: a vague "improve this" produces cosmetic changes; a named rubric produces real fixes.

Example
Now critique your answer against these criteria: accuracy of every claim, completeness versus the brief, clarity for a non-expert. List the weaknesses, then output an improved version.
How to use it well
  1. Name three to five criteria; make them observable.
  2. Ask for the weaknesses first, then the rewrite — it prevents rubber-stamping.
  3. In the Studio, this is the "Check and improve its own draft" toggle.
Go deeper
Self-critique promptingThe Studio
Related terms
Chain-of-thought promptingHallucinationGuardrailsAll terms →

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Ask our brain anything on the homepage — it remembers the whole conversation — or write a brief in the Studio and see the prompt it compiles to.

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