From antigravity-awesome-skills
Guides bidirectional reading and note-taking for books, theories, articles, and excerpts within the CrossFrame Suite. Structures analysis that preserves original text integrity while mapping conflicts and connections to CrossFrame concepts.
How this skill is triggered — by the user, by Claude, or both
Slash command
/antigravity-awesome-skills:crossframe-notebookThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- Use when `crossframe-suite` routes explicit CrossFrame work into notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.
agents/openai.yamlevals/crossframe-notebook-smoke-tests.mdexamples/article-excerpt-note.mdexamples/book-theory-note.mdexamples/failure-samples.mdexamples/public-theory-note.mdprotocols/bidirectional-reading-protocol.mdprotocols/notebook-reading-protocol.mdprotocols/source-integrity-protocol.mdreferences/absorption-taxonomy.mdreferences/notebook-quality-gates.mdreferences/source-boundary-rules.mdtemplates/research-notebook.mdtemplates/source-ledger.mdcrossframe-suite routes explicit CrossFrame work into notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.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.
crossframe-suite routing; do not apply it as a generic default reasoning layer.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。
每次触发后先读取相邻 canonical 资料,而不是复制它们的正文:
../crossframe/SKILL.md../crossframe/references/read-routing-map.md../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。../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。protocols/notebook-reading-protocol.mdprotocols/bidirectional-reading-protocol.mdprotocols/source-integrity-protocol.mdtemplates/、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。
CrossFrame Notebook 做的是双向阅读:
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。
一次合格笔记至少包含:
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。
以下情况一旦出现,要主动纠偏或判定当前输出不合格:
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。
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。npx claudepluginhub sickn33/antigravity-awesome-skills --plugin antigravity-bundle-aas-mobile-app-builderRoutes CrossFrame structural diagnosis workflows for Chinese content: relationships, organizations, public issues, philosophy, research, and essays. Acts as umbrella dispatcher to sibling skills, not a standalone analyzer.
Extracts atomic concepts from books into Obsidian notes, validates understanding against NotebookLM via adversarial Q&A, and extends knowledge beyond the source material.
Searches an Obsidian vault exhaustively on a topic, surfaces non-obvious patterns and contradictions, and challenges the user to generate original synthesis.