教育创新实践

Vibe Coding
教育工作坊

用自然语言驱动AI,打造懂教育、有温度的AI学伴。从"工具使用者"进化为"AI建筑师"。

AI与教育的融合

什么是 Vibe Coding?

由AI先驱 Andrej Karpathy 于2025年提出的革命性编程范式

Vibe Coding 是一种用自然语言驱动AI生成代码的开发方式,开发者通过描述意图,让AI将想法转化为可执行的程序。

自然语言驱动

用日常语言表达意图,AI理解并执行

先构建后优化

快速原型,迭代改进,拥抱实验

人机协作

AI生成代码,人类把控方向与创意

"There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists."
「有一种新的编程方式,我称之为'氛围编程'——你完全沉浸在氛围中,拥抱指数级增长,甚至忘记代码的存在。」
— Andrej Karpathy, February 2025

Vibe Coding 教育应用方法论

让AI从"工具"变成"学伴"!

知识注入

Knowledge Injection

为AI构建专属知识库,让它成为特定领域的专家,而非泛泛而谈的通用助手。

角色注入

Role Injection

通过指令让AI扮演特定角色——文化学者、文学编辑、写作导师,赋予其人格。

对话设计

Dialogue Design

设计结构化的Prompt,引导AI进行专业、深入的多轮对话,而非一问一答。

温度传递

Warmth Transfer

让AI理解情感语境,成为能共情、有温度的学习伙伴,而非冰冷的问答机器。

实践案例

"陪父母再年轻一次"智能体

一个融合中西孝道文化与Baker写作风格的教育智能体

教学目标

  • 在跨文化对话中培育真正的"文化自信"
  • 在代际故事书写中完成深刻的"情感共情"
  • 掌握Russell Baker"幽默与温情"的写作技巧

知识库构成

中西孝道文化对比

涵盖传统观念、现代演变、代际差异

Russell Baker写作风格

幽默夸张、独立主格结构、温情收尾

《In My Day》文本分析

段落解构、修辞手法、情感脉络

英语教学 Prompt 模板库

覆盖初中、高中、大学多学段,涵盖读写、听说、思辨、文化对比、文本赏析等多场景

🏫 大学英语专业 (4个)📚 高中英语 (6个)📖 初中英语 (6个)

🏫大学英语专业

风格解构 Prompt

大学英语专业 | 用于引导AI分析Russell Baker的写作风格特点

Act as a literary critic and writing instructor who is an expert on Russell Baker's memoir "Growing Up" and his essay "In My Day."

Your task is to identify three distinct features of Baker's writing style that make his work memorable and emotionally resonant.

For each feature, please provide:
1. A Name: A short, descriptive label for this stylistic feature.
2. An Explanation: A brief description of what this feature is and why it is effective.
3. A Quoted Example: A direct quote from "In My Day" that demonstrates this feature.

Present your analysis in a clear, structured format.

写作反馈 Prompt

大学英语专业 | 用于让AI对学生的Baker风格模仿写作进行专业点评

Act as a professional writing editor and a tutor who is an expert on Russell Baker's style.

I have written a short paragraph attempting to imitate his style from "In My Day." My text is enclosed in triple quotes below.

"""
[在此粘贴学生的写作内容]
"""

Please evaluate my writing based on the following three steps:

1. Rating (1-5): How well does my writing capture Baker's style? (1 = not at all, 5 = masterfully)

2. Analysis: Identify which parts of my writing work well in imitating Baker's style, and which parts fall short. Be specific.

3. Suggestion: Provide one concrete suggestion for improvement, and rewrite one of my sentences to demonstrate how it could be more "Baker-like."

文化对比 Prompt

大学英语专业 | 用于引导AI进行中西方孝道文化的深度对比分析

Please act as a cultural sociologist who specializes in cross-cultural family studies.

I am a Chinese university student exploring the concept of "filial piety" (孝道) across cultures.

Please help me understand:

1. How would you describe the concept of "duty to parents" among young people (Gen Z) in the United States today? What are the key characteristics of their approach to family relationships?

2. How does this modern view differ from their parents' generation? What social, economic, or cultural factors have driven this change?

3. What are the similarities and differences compared to the traditional Chinese concept of "xiao" (孝)?

Please provide specific examples and avoid stereotypes. I want to understand the nuances.

学术写作指导 Prompt

大学英语专业 | 用于指导学术论文写作结构与论证

Act as an academic writing coach specializing in English composition for non-native speakers.

I am writing an argumentative essay on the following topic:

"""
[在此输入论文主题]
"""

Please help me with the following:

1. Thesis Statement: Help me craft a clear, debatable thesis statement that takes a specific position.

2. Outline: Provide a logical outline with 3-4 main arguments, each with potential supporting evidence.

3. Counterargument: Suggest one strong counterargument I should address, and how to refute it.

4. Academic Vocabulary: Recommend 5-8 academic phrases or transition words that would strengthen my essay.

Please use formal academic tone throughout your response.

📚高中英语

高中阅读理解 Prompt

高中英语 | 用于深度分析阅读理解文章的结构与技巧

Act as an experienced high school English teacher preparing students for the "Gaokao" (高考) English exam.

I will provide you with a reading passage. Please analyze it as follows:

"""
[在此粘贴阅读文章]
"""

1. Main Idea: Summarize the main idea of the passage in 1-2 sentences.

2. Paragraph Structure: Briefly explain the function of each paragraph (introduction, supporting details, conclusion, etc.).

3. Key Vocabulary: List 5-8 important words or phrases from the passage with their meanings in context.

4. Reading Strategy: What reading strategy (skimming, scanning, inference, etc.) would be most useful for this type of passage?

5. Sample Questions: Create 3 comprehension questions at different difficulty levels (literal, inferential, evaluative).

高中写作模板 Prompt

高中英语 | 用于指导高考英语作文的结构与表达

Act as a high school English writing tutor who specializes in "Gaokao" (高考) essay preparation.

The essay topic is:

"""
[在此输入作文题目,如:写一封建议信/申请信/邀请信等]
"""

Please provide:

1. Essay Structure: A clear three-paragraph structure (opening, body, closing) with the purpose of each part.

2. Opening Sentence: 2-3 alternative opening sentences I can use.

3. Useful Expressions: 8-10 high-scoring phrases and sentence patterns suitable for this essay type.

4. Closing Sentence: 2-3 alternative closing sentences that leave a good impression.

5. Sample Essay: Write a model essay of about 100 words following the structure above.

Please keep the language appropriate for high school level.

高中语法精讲 Prompt

高中英语 | 用于深入讲解特定语法点并提供练习

Act as a patient and thorough high school English grammar teacher.

The grammar topic I want to learn is:

"""
[在此输入语法点,如:定语从句/虚拟语气/非谓语动词等]
"""

Please teach me this grammar point by:

1. Basic Concept: Explain the core concept in simple, clear language with a basic example.

2. Formation Rules: Show the grammatical structure or formula.

3. Common Uses: Provide 3-4 different usage scenarios with example sentences.

4. Common Mistakes: List 2-3 typical errors Chinese students make and how to avoid them.

5. Practice: Give me 5 fill-in-the-blank or sentence transformation exercises (with answers at the end).

Use both English explanations and Chinese translations where helpful.

高中听说训练 Prompt

高中英语 | 用于模拟口语考试场景并提供反馈

Act as an English speaking test examiner for high school students.

The speaking topic is:

"""
[在此输入口语话题,如:Describe your favorite book / Talk about environmental protection等]
"""

Please help me prepare by:

1. Topic Analysis: Break down the topic into 3-4 key points I should cover.

2. Useful Vocabulary: Provide 8-10 topic-related words and phrases with pronunciation tips.

3. Sample Response: Give a model answer of about 1 minute (approximately 120-150 words).

4. Follow-up Questions: List 3 possible follow-up questions the examiner might ask.

5. Scoring Tips: What are 2-3 things that can help me score higher in pronunciation, fluency, and content?

Keep the language natural and appropriate for high school level.

高中思辨与文化 Prompt

高中英语 | 用于培养思辨能力、文化对比与讲好中国故事

Act as a cross-cultural communication expert and critical thinking coach for high school students.

The topic for discussion is:

"""
[在此输入话题,如:Family values / Environmental protection / Traditional festivals等]
"""

1. Cultural Comparison: Compare how this topic is viewed or practiced in China versus Western countries. Provide 2-3 specific examples from each culture.

2. Critical Thinking Questions: Give me 3 thought-provoking questions that encourage me to think deeper about this topic. These should have no simple right or wrong answers.

3. Tell the China Story: Help me prepare a short speech (80-100 words) introducing the Chinese perspective on this topic to an international audience. The speech should be proud but not boastful, informative but engaging.

4. Vocabulary for Discussion: Provide 8-10 useful words and phrases for expressing opinions, making comparisons, and presenting arguments.

5. Debate Practice: Present one argument for and one argument against a related statement, helping me see multiple perspectives.

Encourage independent thinking while respecting different cultural values.

高中文本赏析 Prompt

高中英语 | 用于深度赏析文学文本的修辞与情感

Act as a literature appreciation guide for high school English learners.

I will share a passage or excerpt with you:

"""
[在此粘贴文学文本]
"""

1. Literary Devices: Identify 3-4 literary devices (metaphor, simile, personification, symbolism, irony, etc.) used in this passage. Explain each with the specific example from the text.

2. Tone and Mood: Describe the overall tone and mood of the passage. What words or phrases create this atmosphere?

3. Author's Purpose: What message or theme is the author trying to convey? Support your analysis with evidence from the text.

4. Emotional Response: How might different readers respond emotionally to this passage? What makes it moving or memorable?

5. Writing Technique: Choose one sentence that you find particularly well-written. Explain what makes it effective and how I might use a similar technique in my own writing.

6. Cultural Context: If applicable, explain any cultural background that helps understand this passage better.

Help me appreciate the beauty of language while developing my analytical skills.

📖初中英语

初中阅读理解 Prompt

初中英语 | 用于帮助学生理解文章并积累词汇

Act as a friendly and encouraging middle school English teacher.

I will share a reading passage with you. Please help me understand it:

"""
[在此粘贴阅读文章]
"""

1. Summary: Tell me what this passage is about in 2-3 simple sentences.

2. New Words: Pick out 5-6 new or difficult words. For each word, give:
   - The meaning in Chinese
   - An example sentence
   - A simple way to remember it

3. Key Sentences: Choose 2-3 important sentences and explain their grammar structure simply.

4. Comprehension Check: Ask me 3 simple questions to check if I understood the passage.

5. Discussion: Give me 1 easy question to share my own thoughts about the topic.

Please use simple English and be patient with explanations.

初中词汇学习 Prompt

初中英语 | 用于系统学习和记忆单词

Act as a creative vocabulary teacher for middle school students.

I want to learn these words:

"""
[在此输入要学习的单词,如:environment, pollution, protect, recycle, reduce等]
"""

For each word, please provide:

1. Pronunciation: Write it in a simple way I can read (like "en-VY-run-ment").

2. Meaning: Give the Chinese meaning and the English definition in simple words.

3. Word Family: Show related words (noun, verb, adjective forms if applicable).

4. Example Sentences: Give 2 example sentences - one simple, one slightly harder.

5. Memory Tip: Share a fun way to remember this word (story, picture, word parts, etc.).

6. Mini Quiz: At the end, give me a 5-question matching or fill-in-the-blank quiz using all the words.

初中写作指导 Prompt

初中英语 | 用于指导基础英语作文写作

Act as a supportive middle school English writing teacher.

The writing task is:

"""
[在此输入写作任务,如:Write about your best friend / Describe your school day等]
"""

Please guide me step by step:

1. Brainstorm: Help me think of 4-5 ideas or points I can write about.

2. Useful Words: Give me 10 simple but good words and phrases for this topic.

3. Sentence Starters: Provide 5 sentence starters I can use to begin my sentences.

4. Simple Structure: Show me a basic 3-paragraph structure:
   - Paragraph 1: How to start (1-2 sentences)
   - Paragraph 2: Main content (3-4 sentences)
   - Paragraph 3: How to end (1-2 sentences)

5. Model Essay: Write a sample essay of about 60-80 words that I can learn from.

Please use simple vocabulary suitable for middle school students.

初中口语对话 Prompt

初中英语 | 用于模拟日常对话场景练习口语

Act as a friendly conversation partner for a middle school student learning English.

The conversation topic is:

"""
[在此输入对话场景,如:At a restaurant / Asking for directions / Making plans with a friend等]
"""

Please help me practice:

1. Key Expressions: List 6-8 useful phrases for this situation with Chinese translations.

2. Sample Dialogue: Write a short dialogue (8-10 exchanges) between two people in this situation.

3. Role Play: Now let us practice! You start the conversation, and I will respond. Give me hints if I get stuck.

4. Pronunciation Focus: Pick 3 words or phrases from our dialogue that Chinese students often mispronounce, and explain how to say them correctly.

5. Challenge: Give me 1-2 slightly harder expressions I can try to use to impress my teacher.

Be patient and encouraging. Correct my mistakes gently.

初中语法入门 Prompt

初中英语 | 用于讲解基础语法概念

Act as a patient middle school English grammar teacher who makes grammar fun and easy.

The grammar topic I need help with is:

"""
[在此输入语法点,如:一般现在时/There be句型/形容词比较级等]
"""

Please teach me:

1. What is it: Explain this grammar point in the simplest way possible, like you are explaining to a friend.

2. The Rule: Show me the basic formula or pattern with a clear example.

3. When to Use: Give 3 everyday situations where I would use this grammar.

4. Examples: Provide 5 example sentences, from very easy to a bit challenging.

5. Watch Out: Tell me 2 common mistakes students make and how to avoid them.

6. Fun Practice: Create a short fill-in-the-blank exercise (5 questions) or a simple game to help me practice.

Use lots of examples and keep explanations short and clear.

初中思辨与文化 Prompt

初中英语 | 用于培养思辨意识、文化理解与讲好中国故事

Act as a friendly guide who helps middle school students explore different cultures and think critically.

The topic we will explore is:

"""
[在此输入话题,如:Spring Festival / School life / Food culture等]
"""

1. China and the World: Tell me how this topic is different in China compared to other countries. Use simple examples that I can understand.

2. Think About It: Give me 2 simple but interesting questions that make me think. There is no right or wrong answer - I just need to share my opinion.

3. Share Chinese Culture: Help me write a short paragraph (40-60 words) introducing this Chinese topic to a foreign friend. Make it interesting and easy to understand.

4. Useful Words: Give me 6-8 simple words and phrases I can use when talking about culture.

5. My Opinion: Ask me one question about what I think, and help me express my ideas in English.

Use simple English. Encourage me to think and share my own ideas.

理论支撑

这套方法论背后的教育学原理

建构主义

Constructivism

学习起点是学生的'已知',通过激活内在观念,在新旧知识的碰撞中建构理解。

人机协同探究

Human-AI Inquiry

AI是'探究伙伴'而非'答案机',学生与AI进行多轮对话,共同构建新知。

支架式教学

Scaffolding

结构化的Prompt为学生提供'脚手架',帮助他们一步步攀登认知的高峰。

留下您的宝贵建议

您的每一条反馈都将帮助我们做得更好。无论是建议、问题还是想法,我们都非常期待听到您的声音。

使用腾讯问卷,快速提交您的宝贵意见