Learning Notes Explorer (学习笔记)
Overview
This skill provides an interface to explore, search, and synthesize personal learning notes. It helps users retrieve relevant notes, discover connections between past learnings, and build on existing knowledge. Acts as a bridge between raw note-taking and actionable knowledge.
When to Use This Skill
- - Looking for specific information from past notes
- Reviewing notes on a particular topic
- Finding connections between different notes/topics
- Synthesizing knowledge from multiple sources
- Preparing to write or create based on past learning
- Checking what has been learned about a topic
- Discovering gaps in knowledge
Core Functions
1. Note Search and Retrieval
- - Search notes by keyword, topic, or concept
- Find notes from specific sources (books, courses, articles)
- Filter by date, tags, or categories
- Locate specific quotes or data points
2. Knowledge Discovery
- - Identify related notes across topics
- Find patterns in learning history
- Surface connections user may have forgotten
- Highlight gaps in knowledge on a topic
3. Synthesis
- - Combine relevant notes into coherent summaries
- Cross-reference insights from different sources
- Generate overview of knowledge on a subject
- Create study guides from note collections
4. Learning Path Guidance
- - Recommend next steps based on existing knowledge
- Suggest topics to explore
- Identify prerequisites for advanced learning
- Map out learning journey on a topic
Note Organization Model
The explorer works with notes organized in layers:
CODEBLOCK0
Usage Examples
Search and Retrieval
CODEBLOCK1
Knowledge Review
CODEBLOCK2
Synthesis and Connections
CODEBLOCK3
Gap Analysis
CODEBLOCK4
Output Formats
Search Results
CODEBLOCK5
Synthesis Summary
CODEBLOCK6
Learning Path
CODEBLOCK7
Integration with Other Skills
This skill works with:
- -
book-knowledge-extractor — For extracting and saving new notes - INLINECODE1 — For organizing notes in personal system
- INLINECODE2 — For creating summaries of note collections
- INLINECODE3 — For writing based on note connections
Limitations
- - Depends on quality of underlying note collection
- May not find notes if indexing is incomplete
- Cannot "read" non-text content in notes
- Synthesis quality depends on note richness
Implementation Notes
This skill requires:
- - Access to note storage (local files, Obsidian vault, Notion, etc.)
- Note indexing system for search
- Source attribution for synthesized content
- User preferences for display format
Acceptance Criteria
- 1. ✓ Can search notes by keyword/topic
- ✓ Returns relevant results with context
- ✓ Can synthesize multiple notes into summary
- ✓ Identifies connections between notes
- ✓ Provides learning path recommendations
- ✓ Integrates with note sources
- ✓ Respects user privacy in note access
学习笔记探索器(学习笔记)
概述
该技能提供了一个探索、搜索和整合个人学习笔记的接口。它帮助用户检索相关笔记,发现过往学习内容之间的联系,并在现有知识基础上进行拓展。充当原始笔记记录与可操作知识之间的桥梁。
使用场景
- - 从过往笔记中查找特定信息
- 复习特定主题的笔记
- 发现不同笔记/主题之间的联系
- 整合来自多个来源的知识
- 基于过往学习内容准备写作或创作
- 检查某个主题已学习的内容
- 发现知识盲区
核心功能
1. 笔记搜索与检索
- - 按关键词、主题或概念搜索笔记
- 查找特定来源的笔记(书籍、课程、文章)
- 按日期、标签或分类筛选
- 定位特定引用或数据点
2. 知识发现
- - 识别跨主题的相关笔记
- 发现学习历史中的模式
- 呈现用户可能遗忘的关联
- 突出某个主题的知识盲区
3. 知识整合
- - 将相关笔记合并为连贯的摘要
- 交叉引用不同来源的见解
- 生成某个主题的知识概览
- 从笔记集合中创建学习指南
4. 学习路径指引
- - 基于现有知识推荐下一步行动
- 建议值得探索的主题
- 识别进阶学习的先决条件
- 规划某个主题的学习旅程
笔记组织模型
探索器按层级组织笔记:
学习笔记
├── 原始笔记
│ ├── 书籍重点与批注
│ ├── 课程笔记
│ ├── 文章摘录
│ └── 会议/讲座笔记
│
├── 整理笔记
│ ├── 摘要
│ ├── 提取的关键概念
│ └── 生成的问题
│
└── 关联笔记
├── 个人见解
├── 交叉引用
└── 行动项
使用示例
搜索与检索
搜索我所有关于刻意练习的笔记
找出上周记录的读书笔记
查找关于Python的笔记
找出所有提到第一性原理的内容
知识复习
总结我关于时间管理的所有学习
给我看看最近一个月学了什么
我关于心理学都有哪些笔记?
显示投资相关的所有笔记
整合与关联
把关于学习的笔记整理成一个主题
找出刻意练习和成长型思维的关联
生成一个关于写作的知识总结
创建决策主题的阅读清单
差距分析
关于AI领域我还缺什么知识?
我哪个方面学习得最少?
有哪些相关主题我没有探索过?
输出格式
搜索结果
找到 [主题] 相关笔记 X 条:
- 1. [笔记标题] - [来源] - [日期]
预览:[前两行]...
标签:[标签1], [标签2]
- 2. [笔记标题] - [来源] - [日期]
...
整合摘要
知识整合:[主题]
已学关键概念
- - [概念1]:来自 [来源],[摘要]
- [概念2]:来自 [来源],[摘要]
来源
- - [书籍1] - [关键见解]
- [课程2] - [关键见解]
实际应用
建议下一步
- - [ ] 探索 [相关主题]
- [ ] 阅读 [建议来源]
学习路径
学习路径:[主题]
先决条件(已学):
✓ [概念A]
✓ [概念B]
推荐顺序:
- 1. [下一个主题] - 基于 [笔记引用]
- [进阶主题] - 完成 #1 后
- [专家主题] - 深入学习
建议资源:
与其他技能的集成
该技能可与以下技能配合使用:
- - book-knowledge-extractor — 用于提取和保存新笔记
- second-brain-triage — 用于在个人系统中组织笔记
- summarize — 用于创建笔记集合的摘要
- zettelkasten-writing-coach — 用于基于笔记关联进行写作
局限性
- - 依赖于底层笔记集合的质量
- 如果索引不完整可能找不到笔记
- 无法读取笔记中的非文本内容
- 整合质量取决于笔记的丰富程度
实现说明
该技能需要:
- - 访问笔记存储(本地文件、Obsidian 库、Notion 等)
- 用于搜索的笔记索引系统
- 整合内容的来源归属
- 用户对显示格式的偏好设置
验收标准
- 1. ✓ 能按关键词/主题搜索笔记
- ✓ 返回带有上下文的相关结果
- ✓ 能将多条笔记整合为摘要
- ✓ 识别笔记之间的关联
- ✓ 提供学习路径推荐
- ✓ 与笔记来源集成
- ✓ 在笔记访问中尊重用户隐私