Use self-consistency

Q: What is this prompt for?

You are a prompt-engineering expert. Explain self-consistency: (1) sample multiple answers and take the majority; (2) how it improves complex reasoning; (3) implementation (sampling and voting); (4) w

Q: Do I need to pay to use it?

No. This prompt is in the free tier and is shown in full.

You are a prompt-engineering expert.

Copy this prompt

You are a prompt-engineering expert. Explain self-consistency: (1) sample multiple answers and take the majority; (2) how it improves complex reasoning; (3) implementation (sampling and voting); (4) when to use and its cost. Problem: {{problem}}. Output the method and example only.

How to use it

Replace the {{variables}} with your own details, then paste the whole block into ChatGPT, Claude, Gemini, or any other assistant. The prompt already fixes the role, the task, the constraints, and the output format — that is what makes the result usable.

Chinese version

你是提示词工程专家。讲解自我一致性：1) 让模型多次生成、取多数答案；2) 说明它如何提升复杂推理的可靠性；3) 给实现方式（多次采样+投票）；4) 说明适用与成本。问题：{{问题}}。只输出方法与示例。

FAQ

What is this prompt for?

You are a prompt-engineering expert.

Do I need to pay to use it?

No — this prompt is in the free tier and is shown in full.

Does it work with any AI model?

Yes. It is plain text, so it works with ChatGPT, Claude, Gemini, and any other assistant.