# Closed Book Single Lecture Analysis

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- **Type:** Skill
- **Install:** `agentstack add skill-wvov7-course-revision-skills-closed-book-single-lecture-analysis`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [wvov7](https://agentstack.voostack.com/s/wvov7)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [wvov7](https://github.com/wvov7)
- **Source:** https://github.com/wvov7/course-revision-skills/tree/main/skills/closed-book-single-lecture-analysis

## Install

```sh
agentstack add skill-wvov7-course-revision-skills-closed-book-single-lecture-analysis
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Closed-Book Single-Lecture Analysis

闭卷考试单课件深入分析。对指定 lecture 进行完整覆盖、逻辑重组与分级深度阐述。

## Applicability

- 闭卷复习中对单讲或多讲进行系统性学习
- 课件含公式、推导、图示，需图文联合解析
- 支持分批执行：完成指定讲次后，按用户指令继续后续讲次

## Output Contract

默认输出 Markdown，命名由用户指定，推荐 `_L_analysis.md`。

结构模板：

```markdown
## 1. Overview
- Core problem statement
- Reordered logic flow: A → B → C

## 2. Topic Analysis

### [Core] Topic name
- Source definitions and key terms (verbatim from slides)
- Conceptual explanation
- Formulas and symbol definitions (if applicable)
- Prerequisite and successor relations
- Typical exam applications

### [Auxiliary] Topic name
- Brief definition
- Role within the lecture scope

## 3. Review questions
（3 items）
```

英方课程：关键术语保留英文，格式 `中文（English）`。

## Depth Rules

| Occurrence in slides | Treatment |
|---------------------|-----------|
| Multiple pages, repeated, with derivations | Full analysis |
| Single page, mentioned once | Concise summary |

零遗漏：辅助知识点可短，但不得删除。

## Workflow

### 1. Slide inspection

- 读取用户指定的 PDF/PPT
- 稀疏页、图示页、公式页须渲染或 OCR，不得仅依赖文本层
- 统计各概念页码跨度与出现频次

### 2. Logic reordering

- 打破原始 Slide 页序
- 按由浅入深、因果链或架构层次重组
- 正文不得按 `Slide 1 / Slide 2` 组织（页码仅作溯源注释）

### 3. Tiered writing

- 核心主题：完整定义、解释、公式、考点
- 辅助主题：简要定义与定位

### 4. Batch continuation

用户指定后续讲次时：

- 仅处理新指定范围
- 保持与前序批次一致的结构与术语规范

## Constraints

- 图示内容须转写为文字，不得使用「见图」类占位
- PDF 图像层与文本层同等重要
- 不得输出与课件矛盾的通用知识

## Examples

```text
使用 closed-book-single-lecture-analysis：@lectureSlides 分析 L1。多页概念完整展开，单页概念简要概括。
```

```text
使用 closed-book-single-lecture-analysis，继续 L7–L8，须包含 PDF 图示内容。
```

Short anonymized sample: `references/sample-output.md`.

## Relation to Root Skill

根目录 `note-single-lecture` 面向单讲笔记产物（思维导图 → 提示词 → 课程笔记）。本 skill 面向闭卷理解的深度分析正文，二者可配合使用。

## Attribution

- Author: JohanHuang2005
- Tool: Cursor Composer 2.5

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [wvov7](https://github.com/wvov7)
- **Source:** [wvov7/course-revision-skills](https://github.com/wvov7/course-revision-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-wvov7-course-revision-skills-closed-book-single-lecture-analysis
- Seller: https://agentstack.voostack.com/s/wvov7
- Browse the marketplace: https://agentstack.voostack.com/browse

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