💡Annotated Reading
💡Annotated Reading
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Description
Usage suggestions: 1. Immersive reading: Whenever you find something inspiring or questionable in a document, highlight it and jot down your thoughts (Annotation). 2. Mark highlights: If an AI response impresses you, pick it. 3. One-click invocation: Run this command. The AI will weave all your scattered thoughts into a logically coherent network and guide you on what to do next.
Why we love this skill
This skill uses critical thinking to review articles, deeply interpret user annotations, and provide unique perspectives and professional knowledge expansion, making it an ideal tool for close reading analysis.
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AI时代读书法
一本书对你而言，值不值得读？不看别人怎么打分，只看这本书跟你已有的知识能碰出什么火花。AI 先扫全书，标出哪些章节值得深读、哪些可以跳过。读完之后，量化你到底学到了几个新概念、改变了哪些旧认知。读取你的 Board 记忆，越用越准。 关于"越用越准"：这个技能会读取你的 Board 记忆（MEMORY.md）作为匹配基线。新用户无需提前准备——第一次使用时，技能会基于你当前对话中提到的关注领域进行粗估，并在阅读地图末尾建议你把关键信息写入记忆。随着你不断使用，你的关注领域、已知概念、跟踪主题会在 MEMORY.md 中自然积累，交叉匹配和三把刀预判的精度会逐步提升。建立记忆的最简路径：每次读完一本书后，把新认识的公司、人物、技术、核心洞察随手告诉你的 AI 助手，让它追加到 MEMORY.md。这个习惯本身，就是 Adler 说的"主题阅读"——知识在积累中形成网络，而非散落的碎片。
ResearchExtract a Book's Value 2.0
A deep-reading expert that helps you absorb knowledge efficiently, it focuses on transforming long books or documents into structured core-value reports. Whether you need to quickly grasp a book's main ideas or pursue systematic deep learning, it accurately analyzes the original content to extract key arguments, methodological frameworks, and inspiring actionable points. This skill offers two custom reading modes: Quick Mode generates concise summaries with mind-map structures, perfect for reviewing key points in a short time; Deep Mode provides detailed reading notes, including in-depth chapter analysis, core insight breakdowns, and notable quote excerpts, helping you build a complete personal knowledge base. It can process uploaded PDF or Word documents as well as directly parse web content, making sure no key details are missed. Beyond high-quality notes, it also turns book theory into immediately actionable recommendations for life or work. Whether you're doing academic research, exploring business, or pursuing personal growth, it becomes your most reliable partner for internalizing knowledge—ensuring every book's value is fully extracted.
Paper Quick Note Generator
A 30-page paper due for tomorrow's group meeting; 40 papers to review for literature survey, each read from scratch, only to forget key points and lose that quotable line. Half of research time is spent on 'reading.' Paste an arXiv link or paper text and instantly receive a structured speed-reading note ready for use. ✨ Core Capabilities 1. Six-part speed-reading framework: Research Question / Core Method / Main Innovation / Key Conclusion / Limitations & Doubts / One-Sentence Summary 2. Automatically extracts 'quotable quotes' with location markers; copy directly for literature reviews. 3. Contribution breakdown: What's new compared to existing work, explained in plain language. 4. Critical perspective: Methodological flaws, overclaims, reproducibility risks pointed out point by point. 5. Optional outputs: Group meeting presentation outline / literature card / draft review paragraph / multi-paper comparison table. 6. Chinese-English terminology glossary, not machine-translated. 📱 Use Cases Graduate student thesis proposals and literature reviews, group meeting paper sharing, researchers tracking frontiers, tech professionals diving into technical papers; output can be posted on Zhihu or WeChat public accounts as academic content to attract readers. Make papers thinner—so you spend more time thinking than slogging through text.
Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
