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每日笔记深度解读
by
YoungAndSure
· GitHub ↗
· v1.0.1
· MIT-0
266
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Install in OpenClaw
/install summarize-notes
Description
每日笔记深度解读。从笔记目录筛选当日笔记，分类、逐条提炼要点，最后做深度关联分析和洞察挖掘。
Usage Guidance
简明建议：
- 注意到的最大问题是 SKILL.md 要求使用 NOTES_DIR（笔记根目录）并会读取当天与历史笔记的全文，但技能元数据没有声明 NOTES_DIR 或任何配置路径。安装前请要求技能提供明确的权限说明：它会访问哪个目录、是否会递归哪些子目录、是否会读取隐藏/二进制文件等。
- 在允许其运行之前，确认模型执行环境（本地 vs 远端）和数据去向：该技能会把笔记全文输入模型进行比对分析，若模型在远端服务上运行，这会把敏感笔记发送到第三方。若隐私敏感，请仅在本地模型或受信任环境中使用，或限制技能只处理用户选择的文件样本。
- 请求技能作者在元数据中声明 NOTES_DIR（或改为每次向用户交互询问并获得明确路径）并添加可选的历史搜索范围限制（例如仅最近 N 天、或最大文件数），避免无差别检索全部历史笔记。
- 技能指令里有小的不一致（例如用于历史搜索的 grep 示例只在当前目录生效、不同平台 date 支持差异），建议先在一个受控的小样本上测试，确认行为符合预期再放开使用。
- 如果你决定使用：先用非敏感示例或复制的测试笔记运行，确认输出格式、是否会泄露原文片段，然后再授权读取真实笔记。
若开发者能在技能元数据中声明 NOTES_DIR（或明确要求用户在每次运行时授权目录）、并提供选项以限制历史搜索范围与是否发送全文到远端模型，我会更倾向于将其评为“benign”。
Capability Analysis
Type: OpenClaw Skill
Name: summarize-notes
Version: 1.0.1
The skill is a productivity tool designed to summarize and analyze daily notes by searching the local file system using standard shell commands like 'find' and 'grep' (SKILL.md). It processes Markdown and text files within a user-defined directory to provide insights and historical correlations. While it performs broad file searches and reads note content, these actions are strictly aligned with its stated purpose, and no evidence of malicious intent, data exfiltration, or unauthorized execution was found.
Capability Assessment
Purpose & Capability
技能说明是'每日笔记深度解读'，需要读取并总结笔记——这与 SKILL.md 指令相符；但 SKILL.md 明确要求通过环境变量 NOTES_DIR 或配置项指定笔记根目录，而 registry metadata 列表并未声明任何所需环境变量或配置路径，造成声明/权限不一致。此外，SKILL.md 要求搜索“全部历史笔记”并将匹配的全文用于模型比对，这在规模与隐私上可能超出用户意图且未被明确告知。
Instruction Scope
指令明确要在 NOTES_DIR 下递归查找当日文件、读取每篇笔记并生成逐条总结，还要提取关键词、grep 搜索全部历史笔记并把当日笔记与历史笔记的全文一起输入模型进行相关性排序和深度分析。读取并发送全文给模型是隐私敏感操作；指令同时包含多种平台的 shell 命令（find、grep、date），且在某处命令（如 grep 用法）与“搜索全部历史”的表述存在细微不一致，说明实现细节有不确定性。
Install Mechanism
这是 instruction-only 的 skill，没有安装步骤或外部二进制/下载需求；因此没有写盘或执行远程可疑安装程序的风险。
Credentials
虽然 registry metadata 未声明任何 required env vars 或凭据，但运行时明确依赖 NOTES_DIR（环境变量或配置项）以定位笔记目录——这是一个未在元数据中声明的资源访问需求。此不一致意味着用户界面上看不到技能将访问哪个路径，从而降低可审查性。技能不请求云凭据，这点合理，但它要求读取大量用户数据（历史笔记全文），这在隐私和最小权限原则上值得关注。
Persistence & Privilege
技能没有设置 always:true，也不包含任何安装脚本或修改其他技能/系统配置的指令；默认的自治调用权限保持不变。
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install summarize-notes - After installation, invoke the skill by name or use
/summarize-notes - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
优化文档结构
v1.0.0
Initial public release with in-depth, structured daily note summarization and cross-day analysis.
- Filters and processes all notes modified on the current day from a user-specified directory (supports .md and .txt, recursive scan).
- Classifies today's notes by theme (e.g., work, study, life), lists per-category files, and outputs clear summary statistics.
- For each note, generates a 1–3 sentence summary in original language (no copying from note content).
- Performs a required deep-dive analysis section: main theme extraction, cross-note relationship analysis, insights/mining, and actionable suggestions.
- Extracts 5–10 concise keywords from today's notes, then searches all historical notes for matches.
- Analyzes and explains connections between today's and history's top 5 most related notes, specifying the type (continuity, contradiction, supplement, repetition) and reasoning for each.
- All outputs use a unified, multi-section, structured format—must not be simplified, skipped, or presented as raw file lists.
Metadata
Frequently Asked Questions
What is 每日笔记深度解读?
每日笔记深度解读。从笔记目录筛选当日笔记，分类、逐条提炼要点，最后做深度关联分析和洞察挖掘。 It is an AI Agent Skill for Claude Code / OpenClaw, with 266 downloads so far.
How do I install 每日笔记深度解读?
Run "/install summarize-notes" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 每日笔记深度解读 free?
Yes, 每日笔记深度解读 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 每日笔记深度解读 support?
每日笔记深度解读 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 每日笔记深度解读?
It is built and maintained by YoungAndSure (@youngandsure); the current version is v1.0.1.
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