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CrossFrame Notebook

Free

Facilitate structured note-taking for CrossFrame research.

by sickn3344.7k stars on sickn33/agentic-awesome-skills
Updated Aug 10, 2026
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Free · Opens the source repo

What CrossFrame Notebook does

CrossFrame Notebook is designed for users who engage with the CrossFrame Suite for structured note-taking, particularly in the context of reading and analyzing texts in Chinese. This skill is intended to assist in creating detailed notes on books, theories, articles, and excerpts, focusing on bidirectional reading and the absorption of concepts. It emphasizes the importance of maintaining a clear distinction between original texts and CrossFrame concepts, ensuring that users can navigate complex materials without losing the essence of the original content.

The skill operates within a framework that requires explicit invocation through the CrossFrame Suite, meaning it should not be used independently. This design ensures that users are guided through a structured process that includes referencing original texts and maintaining integrity in their notes. By following established protocols, users can create notes that not only summarize content but also critically engage with it, identifying connections, differences, and conflicts between the original material and CrossFrame concepts.

CrossFrame Notebook is particularly useful for researchers, educators, and students who need to synthesize information from various sources while adhering to rigorous academic standards. The skill provides a framework for producing high-quality notes that meet specific criteria, such as clarity, relevance, and traceability of sources. It also includes templates and protocols that help users structure their notes effectively, ensuring that all necessary components are included, from the central questions of the original text to the feedback that should be directed back to CrossFrame.

While the skill is powerful for structured note-taking, it does have limitations. It is not a substitute for domain expertise or critical judgment in fields such as law, medicine, or finance. Users must also be mindful of the skill's reliance on the CrossFrame Suite for invocation, as it is not designed for standalone use. Overall, CrossFrame Notebook serves as a valuable tool for those engaged in serious research and analysis, providing a systematic approach to note-taking that enhances understanding and retention of complex materials.

When to use it

Use this skill when working with the CrossFrame Suite to take detailed notes on readings and research.

When not to use it

Do not use this skill independently; it requires routing through the CrossFrame Suite for effective use.

What you can build with it

Academic Research

Utilize CrossFrame Notebook to create detailed notes while analyzing academic texts for your thesis or dissertation.

Teaching Preparation

Prepare structured notes on educational materials to facilitate teaching and discussions in the classroom.

Critical Analysis

Engage with complex theories by documenting key concepts and their relation to CrossFrame, enhancing your understanding.

How to install CrossFrame Notebook

View source

1. Install with the skills CLI

npx skills add sickn33/agentic-awesome-skills/crossframe-notebook --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by sickn33

CrossFrame Notebook

When to Use This Skill

  • Use when crossframe-suite routes explicit CrossFrame work into notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.
  • Use when original text and CrossFrame concepts must be kept distinct.
  • Do not use independently unless the user explicitly names this sibling skill.

Packaged Source Note

This AAS-ready copy preserves the original CrossFrame skill body below. Chinese remains the canonical semantic layer; English metadata is only for discovery, installation, and repository review.

Limitations

  • The skill body is intentionally Chinese-canonical; English metadata is for discovery and does not replace the original Chinese terms.
  • Use only after explicit CrossFrame invocation or crossframe-suite routing; do not apply it as a generic default reasoning layer.
  • It structures analysis, drafting, and review, but does not replace source verification, domain expertise, or legal, medical, or financial judgment.

本 skill 不独立触发。 所有 CrossFrame 任务统一从 crossframe-suite 入口调度。用户无需直接调用本 skill；suite 根据路由规则在需要时自动加载。

如果读书研究之后要成文、教学、辩论或评审，先读取 ../crossframe-suite/SKILL.md 做总调度；本 skill 只负责读书/理论/文章研究笔记。

本 skill 是 crossframe 的平行研究笔记入口，不替代 crossframe 做现实诊断，也不替代 crossframe-essay 写文章。中文为权威语义；英文只用于 skill id、文件名、接口和必要对外说明。

轻入口读取

每次触发后先读取相邻 canonical 资料，而不是复制它们的正文：

  1. ../crossframe/SKILL.md
  2. ../crossframe/references/read-routing-map.md
  3. 若阅读对象触发高责任、公共制度、亲密关系、长期演化、框架治理、AI 现实验证、弱信号/不透明、无法退出、工具化、隐喻/来源透明或文章输出，追加读取 ../crossframe/references/continuity-bundles.md，并按需使用 ../crossframe/worksheets/source-continuity-check.md；未完成联读时只能降档。
  4. 复用 ../crossframe/templates/read-state-capsule.md 规定的 v5-read-state-capsule，并在高责任、公共、AI/过程性产物、生命周期、无法退出主体或文章输出场景执行 ../crossframe/worksheets/source-anchor-integrity-check.md。如果胶囊缺失，回到 ../crossframe/SKILL.md 补齐；本 skill 不重新发明源路由。
  5. 本目录 protocols/notebook-reading-protocol.md
  6. 本目录 protocols/bidirectional-reading-protocol.md
  7. 本目录 protocols/source-integrity-protocol.md
  8. 按任务读取 templates/、references/ 和 examples/

不要把 canonical 全文搬进本 skill 输出。只引用必要规则名、概念名和相对路径。

核心定位

CrossFrame Notebook 做的是双向阅读：

  • 先把原文本或理论按它自己的问题意识、概念和论证还原出来。
  • 再问它与 CrossFrame 的关联、不同、冲突、可吸收处和不可吸收处。
  • 最后把文本对 CrossFrame 的反向压力写成可继续研究的问题。

它不是“读书摘要器”，也不是“拿 CrossFrame 套文本”。如果用户只给了标题或模糊记忆，必须标明来源边界；不能伪造页码、原句、出处或作者观点。

必须输出的最小结构

一次合格笔记至少包含：

  • 阅读对象与来源边界
  • 原文本自己的中心问题
  • 原文本自己的关键概念或论证链
  • 与 CrossFrame 的关联
  • 与 CrossFrame 的不同
  • 与 CrossFrame 的冲突或张力
  • 可吸收处
  • 不可吸收处
  • 反馈给 CrossFrame 的问题
  • 引用与核验边界

用户要求极简时，也必须保留“关联 / 不同 / 可吸收 / 不可吸收 / 反馈问题”的最小骨架。

硬失败

以下情况一旦出现，要主动纠偏或判定当前输出不合格：

  • 只做读书摘要，没有 CrossFrame 对照和反馈问题。
  • 只拿 CrossFrame 套文本，原文本自己的问题意识消失。
  • 伪造引用、页码、版本、原句或作者观点。
  • 没有同时写出关联与不同。
  • 把“可吸收处”写成全盘收编，或把“不可吸收处”写成贬低原文本。
  • 把理论比较变成现实诊断、人格审判、意识形态定性或专业替代。
  • 用搜索摘要、二手介绍或模型记忆冒充已读原文。

默认输出

默认使用 templates/research-notebook.md。需要记录来源时追加 templates/source-ledger.md。

输出语气要像研究笔记：清楚、克制、可复查。可以有判断，但判断必须绑定文本证据、来源边界和可撤回条件。

资源索引

  • protocols/notebook-reading-protocol.md：读书/理论/摘录笔记流程。
  • protocols/bidirectional-reading-protocol.md：双向互读协议。
  • protocols/source-integrity-protocol.md：引用、页码、版本和来源边界。
  • references/absorption-taxonomy.md：关联、不同、冲突、吸收、不可吸收、反馈问题分类。
  • references/notebook-quality-gates.md：合格笔记质量闸。
  • references/source-boundary-rules.md：来源可信度和不可伪造规则。
  • templates/research-notebook.md：默认研究笔记模板。
  • templates/source-ledger.md：来源台账模板。
  • examples/：书籍理论、文章摘录、公共理论和失败样例。
  • evals/crossframe-notebook-smoke-tests.md：smoke tests。

Frequently asked questions about CrossFrame Notebook

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