AI for Work / Prompt Critic

Review prompt quality before sending

Use deterministic checks for clarity, context, constraints, ambiguity, output format, and likely failure risks before using a prompt in Copilot, ChatGPT, Claude or Gemini.

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The working method

Start with a real task and the source facts.

Set the audience, constraints and output shape.

Check the result before it leaves the business.

Free helper tools No account required Local browser storage only Human check before use

Input prompt

Working logic

Critique

Enter a draft to see clarity, constraints, ambiguity, and risk checks.

Saved assets

Saved in unencrypted browser storage. No account or cloud sync. Use a private device, avoid sensitive client content, and delete assets when finished.

No saved assets yet. Save an improved prompt, pack, or extract to build your vault.

Recent activity

No activity yet.

Next step

Turn your improved draft into reusable scaffolding in Instructions.

Choose “Use in Instructions” beside the rewrite you want to keep.

Need a workflow fitted to your business?

Bring one real task. We can decide where AI helps, set sensible data rules and leave your team with something reusable.

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