The outcome

Make an argument stronger by exposing where it can fail.

Step by step

A workflow you can repeat.

  1. 01

    Paste the argument and state its intended audience, decision, and strongest evidence.

  2. 02

    Ask Grok to reconstruct the argument fairly before criticizing it.

  3. 03

    Request objections from factual, logical, practical, and stakeholder perspectives.

  4. 04

    Ask which objections would actually change the conclusion and what evidence would resolve them.

  5. 05

    Revise the argument yourself, preserving uncertainty where the evidence remains incomplete.

Working standard

What good use looks like.

  • Do not optimize for provocation.
  • Distinguish disagreement from factual error.
  • Seek qualified review for consequential topics.

Official references

Check the current product documentation.