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Prompt critique and rewrite

Get a structured critique of an existing prompt (ambiguity, missing context, format) and a tightened rewrite.

Any chat AI Prompt engineeringRuleStack original

Written for Any frontier chat model (GPT-6, Claude 5.5, Gemini 4 Argon, Grok 4.7) · Updated 2026-10-16

Note: Review and test before use. Provided as is, without warranty. See Terms.

Prompt

Review the prompt below as a senior prompt engineer. The prompt is used with [model] for [purpose].
1. List the top 5 problems, ranked by impact (ambiguity, missing context, conflicting instructions, no output format, no handling of missing info, unnecessary verbosity).
2. For each problem, quote the exact phrase and propose a fix.
3. Write the improved prompt.
4. Note what you removed and why.
Prompt: """[paste prompt]"""

Replace everything in [square brackets] with your own details.

Settings & parameters

Any chat AI; thinking on for long prompts

Variations

Add: "Also produce a minimal version under 100 words."
Ask for a version adapted to another model.

Tips

Test old vs. new on the same 5 inputs and compare side by side.

More: all Any chat AI prompts · all prompt engineering prompts · prompt library

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