進階提示工程：程式輔助

AI-Assisted Coding for Developers

Francesca Donadoni

AI Curriculum Manager, DataCamp

Chain-of-thought（思維鏈）

Chain-of-thought（思維鏈）

Chain-of-thought（思維鏈）

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第一種思維鏈作法

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<Regular Prompt>

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"Let's think step by step"

Chain-of-thought（思維鏈）

思維鏈會迫使模型顯式計算中間步驟
- 回答更精確

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Chain-of-thought（思維鏈）

☺ 一般提示

"Write a Python function that checks if a string is a palindrome"

🤓 思維鏈提示

"Check if a string is a palindrome.

Step 1: Normalize the string (lowercase, remove non-alphanumeric characters).

Step 2: Reverse the cleaned string.

Step 3: Compare the original and reversed versions.

Write a function that implements this logic"

推理型模型

預設執行思維鏈推理
自我驗證中間步驟
反覆修正自身推理

系統角色（System roles）

研究顯示，角色定義能持續提升輸出品質與準確度

系統角色（System roles）

🎓 程式家教

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"You are a friendly programming tutor. Explain each concept in simple terms, using analogies when helpful. Highlight common mistakes to avoid"

🖥 資深軟體工程師

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"You are a senior software engineer helping to debug code. First, identify what the code is trying to do. Then, analyze where and why it might be failing"

一起來練習吧！

AI-Assisted Coding for Developers

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