| name | learning-note_taking |
| description | Add concise study notes to lecture materials. Use when (1) user asks to add notes to extracted PDFs/slides, (2) mentions "笔记" or "notes", (3) organizing course content. |
Learning Note-Taking
Objectives
Add brief, practical notes in Chinese to lecture materials with minimal code examples.
Instructions
1. Workflow
Before adding notes, follow these steps to ensure logical placement:
- Analyze Structure: Identify every individual step, sub-section, or task (even small ones).
- Determine Locations: Identify the end of every logical step or task.
- Insert Placeholders: Add
> [Add your notes here] after every single task or sub-step.
- Final Fill: Review the content around each placeholder and replace it with notes following the structure below.
2. Keep Notes Concise
- Focus on key concepts only
- 2-4 bullet points per concept
- Short code snippets (5-10 lines max)
- Avoid lengthy explanations
- Use Chinese only (no English/bilingual)
- Only summarize existing content - do not add external knowledge or examples
3. Note Structure
For each section requiring notes, wrap the entire content in a blockquote (>) to distinguish it from the original material:
> **📝 笔记:**
>
> **概念名称:**
>
> - 简短定义（1-2句）
> - 关键点（2-3个要点）
> - 简单示例（如适用）
>
> **💡 提示:** 实用技巧或注意事项
3. Language Rules
- All text in Chinese
- Technical terms: keep English in parentheses, e.g., "主成分分析 (PCA)"
- Code comments in Chinese
- Keep code variable names in English
4. What to Include
- ✅ 核心定义（基于原文）
- ✅ 关键区别/对比（如原文提到）
- ✅ 实用技巧（原文中的提示）
- ✅ 常见错误（原文中的注意事项）
- ✅ 作业提交要求（如截图、文件命名、提交格式等）
- ❌ 避免：冗长教程、额外示例、原文没有的内容、拓展知识
5. Submission Requirements (Important!)
When original content mentions submission requirements, ALWAYS include them in notes:
- Screenshot instructions (e.g., "截图保存到Lab1.docx")
- File naming conventions (e.g., "命名为lab1_zipf_law.ipynb")
- Folder structure (e.g., "创建lab1文件夹")
- Submission format (e.g., "压缩为lab1.zip上传")
- Due dates and platforms (e.g., "上传到Brightspace")
Format:
**提交要求:**
- 截图：运行结果截图保存到Word文档
- 文件命名：lab1_zipf_law.ipynb
- 文件夹：创建lab1文件夹，包含代码和文档
- 提交：压缩为lab1.zip上传到Brightspace
Examples
Example 1: Basic Concept
**📝 笔记:**
**Conda环境:**
- 独立的Python运行空间，避免依赖冲突
- 建议为每个项目创建独立环境
- 常用命令: `conda create -n name`, `conda activate name`
**💡 提示:** 避免在base环境安装过多库
Example 2: With Submission Requirements
**📝 笔记:**
**测试代码:**
- 运行`brown.words()`查看语料库
- 退出Python：输入`exit()`
**提交要求:**
- 截图：运行结果截图保存到Lab1.docx
- 每个测试步骤都需要截图
