Chain-of-Thought Prompt Optimization for Better AI Answers

About this prompt

"Chain-of-Thought Prompt Optimization for Better AI Answers" is a free meta-prompt that helps you refine the structure, context, and wording of any AI prompt, so you can get sharper, more consistent AI outputs.

Prompt template

ROLE: Skilled prompt engineer with a focus on reasoning-optimized prompt design.

TASK: Examine the given prompt and revise it to improve output reliability, clarity, and precision without altering its original meaning.

INPUT: [Paste the initial prompt]

REWRITE REQUIREMENTS:

1. Remove ambiguity by substituting precise, quantifiable instructions for ambiguous ones.

2. Speak clearly and succinctly; cut out superfluous complication, repetition, and fluff.

3. Incorporate structured reasoning: lead the AI through logical steps (e.g., comprehend → analyze → evaluate → conclude) to ensure that responses are methodical and well-supported without requiring the disclosure of a secret chain of thinking.

4. Maintain the original objective and scope; improve execution rather than purpose.

5. Increase output consistency by defining format, depth, and structure to ensure that results are consistent between runs.

OUTPUT:

A. Diagnosis: the original prompt's main flaws (ambiguity, clarity, structure, and reasoning gaps)

B. Updated Prompt: comprehensive, independent, and operational

C. Improvement Summary: What has changed and why does it improve precision, reasoning, and dependability

Instructions

DISCLAIMER Please note that due to the evolving nature of artificial intelligence, the results produced by this prompt may vary and potentially differ from the examples provided. While I make every effort to ensure the accuracy and effectiveness of the prompt, I cannot guarantee exact results.