Prompt Engineering in Chinese: A Complete Guide from Zero to Useful Prompts
Prompt Engineering in Chinese: A Complete Guide from Zero to Useful Prompts
💡 What You Will Learn
Prompt Engineering in Chinese: A Complete Guide from Zero to Useful Prompts
📜 Table of Contents
First, Let's Get One Thing Straight
Prompt Engineering isn't some mystical art. It's just teaching you to speak plainly—telling the AI clearly what you want.
How would you phrase a request to a colleague?
❌ "Help me fix this up" ✅ "Write me a Python script that reads a CSV file, sorts it by the date column, and outputs the first 10 rows"
Same deal with AI.
Step One: Role + Task + Format
A usable Prompt has three elements:
Role — What persona the AI uses to answer you Task — What you want it to do Format — What the answer should look like
Example:
You are a Python teacher (role), please explain what decorators are (task), within 200 words, and include a code example (format)
Step Two: Special Handling for Chinese Prompts
Chinese AI models (DeepSeek/Qwen) and English models (GPT/Claude) understand Chinese prompts differently:
For Chinese models: Speak Chinese directly—no translation step needed
You are a translation assistant. Translate the following Chinese into English:
「今天天气真好」
For English models: Prefer English instructions, but the content can be in Chinese
You are a Chinese assistant. Translate to English:
今天天气真好
From real-world testing: DeepSeek delivers the highest response quality with pure Chinese prompts, while Claude performs best with a mix of Chinese and English.
Step Three: Advanced Techniques
Few-shot — Give examples
Rewrite the following sentences into more formal expressions:
Original: 这玩意挺好用的
Rewritten: 该产品用户体验良好
---
Original: 他们不干了
Rewritten:
Chain-of-Thought — Let AI think step by step
Analyze step by step:
1. First, list all the key information
2. Then, analyze the impact of each piece of information
3. Finally, draw a conclusion
Add constraints
Keep it within 500 words
Don't use bullet-point formatting
If you don't know, just say you don't know
One-Sentence Summary
Writing a prompt is like teaching a smart but clueless person to do a job. The clearer you are, the better they perform.
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