Summarize Slides Skill

中文

还在对着大学里动辄上百页、逻辑乱得像毛线团的课件欲哭无泪？别慌，你不是一个人在“渡劫”——现在的大学课件，仿佛统一解锁了“防自学”buff：重点藏在犄角旮旯，废话多的不知所云，明明一页能说清的知识点，偏要拆成十页凑篇幅，主打一个“让你逐页啃、熬秃头，就是不让你轻松get到核心”，对考前临时抱佛脚、想高效速成的同学，简直是折磨。

课件.skill 就是你的“考试破防周救星”——一款专为高效摆烂党（哦不，是高效学习者）打造的 agent skill，专治各种反人类课件。

它不搞虚头巴脑的泛泛总结，不跟你玩文字游戏，核心目标只有一个：把百页冗余课件，榨干所有水分，炼出最纯粹、最硬核的干货（一份10页以内的pdf总结）——说白了，就是假设你能揣着一张小抄进考场，你愿意一字不落抄下来的所有内容。考点、概念、公式、代表性例子、解题提示，全给你梳理得明明白白，还贴心附带页码引用，回查原课件不用再翻来翻去，让你花最少的时间，搞定最关键的复习内容，彻底告别“无效内卷”，躺平也能轻松拿捏考前复习

安装

复制给 OpenCode / Claude Code / 其他支持 skills 的 LLM agent：

Fetch and follow instructions from:
https://raw.githubusercontent.com/Li-Baichuan-James/summarize-slides-skill/main/INSTALL.md

快速开始

1. 让 Agent 按 INSTALL.md 完成安装与环境检查：

https://raw.githubusercontent.com/Li-Baichuan-James/summarize-slides-skill/main/INSTALL.md

2. 在会话中粘贴课件地址，直接描述需求即可，例如：

把这个课件整理成考前复习资料，并生成pdf文件。

3. 也可以自然说明范围与风格，例如：

只总结第 3 讲到第 5 讲，中文为主，保留英文术语，做成公式和概念速查表。

默认输入输出

• 默认输入为pdf格式的课件
• 默认交付物是整理好的 .pdf 文件
• 默认输出目录为源 PDF 同级的 Summary -
• 默认文风为中文主写，重要术语保留英文括注
• 默认内容应尽量带页码或紧凑页码范围，便于回查原课件

它适合做什么

• 课件复习资料
• 考点总结
• 公式 / 概念速查表
• 开卷考试用的 cheat sheet
• 带页码引用的课件 PDF 精简总结

与 pdf skill 的关系

• summarize-slides 必须与 pdf 配合使用
• pdf 负责 PDF 读取、提取、OCR 与页面内容确认等输入侧工作
• summarize-slides 负责全局通读、按讲次或主题分段、合并总结、覆盖性核查、写出 LaTeX，并在本地 LaTeX 环境可用时尝试编译最终 PDF
• 简单说：pdf 负责把课件读清楚，summarize-slides 负责把复习文档做完整

仓库内容

• SKILL.md：技能的权威说明，包含触发条件、工作流、边界与交付要求
• INSTALL.md：安装入口与环境检查说明
• LICENSE：本仓库当前发布版本附带的许可文件
• README.md：面向公开发布的中英双语介绍与使用说明

许可说明

本仓库的分发、复用与镜像以仓库内现有的 LICENSE 文件为准。

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English

summarize-slides is a skill for turning lecture PDFs, exported slide decks, and course handout PDFs into exam-oriented study materials. Its default outcome is a saved LaTeX source file and a compiled PDF, and that default compiled-PDF path depends on locally available xelatex rather than just falling back to an inline chat summary.

This repository is meant for users who want a publication-quality review artifact: key points, formulas, concepts, representative examples, and practical study guidance, with page references wherever the source quality allows.

Installation

Tell your LLM agent:

Fetch and follow instructions from:
https://raw.githubusercontent.com/Li-Baichuan-James/summarize-slides-skill/main/INSTALL.md

Quick Start

1. Install and validate through INSTALL.md:

https://raw.githubusercontent.com/Li-Baichuan-James/summarize-slides-skill/main/INSTALL.md

2. Then ask naturally for the output you want. For example:

Summarize this lecture PDF into an exam-review cheat sheet and generate the files.

3. You can also specify scope and style directly. For example:

Summarize only Lectures 3 to 5, keep Chinese as the main language, retain English terms, and focus on formulas and core concepts.

Default Deliverables

• The default deliverables are .tex plus a compiled .pdf; the default compiled-PDF workflow depends on locally available and working xelatex
• If the required PDF output cannot be produced because xelatex is missing, that default workflow is blocked by the environment rather than successfully completed as .tex-only, unless the user explicitly opts out of PDF output
• Unless the user explicitly opts out of file creation, a chat-only summary is not the default successful outcome
• The default output folder is Summary - alongside the source PDF
• The default writing style is Chinese-first, with important technical terms preserved in English parentheses
• Summarized points should carry page citations or tight page ranges whenever extraction quality permits

Intended Use

• Exam review sheets
• Key-point summaries for course slides
• Formula and concept cheat sheets
• Concise review PDFs generated from lecture materials
• Page-cited summaries of long lecture decks

How It Works With the pdf Companion Skill

• summarize-slides is designed to be used together with pdf
• pdf handles PDF intake, extraction, OCR, and page-level source recovery
• summarize-slides governs the summarization workflow: global read, segmentation by lecture or topic, draft merge, coverage verification, LaTeX writing, and final PDF compilation when the local LaTeX environment is available
• In short: pdf helps the agent read the source correctly, and summarize-slides governs how the final study artifact is produced

Repository Contents

• SKILL.md: canonical skill specification, workflow, boundaries, and required outputs
• INSTALL.md: installation entry point and environment validation guide
• LICENSE: license file included with the current published repository
• README.md: publication-facing bilingual overview and usage guide

License Note

Distribution, reuse, and mirroring of this repository are governed by the LICENSE file included in the repository.