---
name: Exam Prep
slug: exam-prep-3
category: Writing
description: Exam Prep generates practice questions from weak course concepts in a wiki. It scans concept pages, prioritizes low-confidence topics, and writes a mixed question set for exam review.
github: "https://github.com/IssacW228/student-llm-wiki/tree/main/.trae/skills/exam-prep"
stars: 176
forks: 4
install: "npx degit https://github.com/IssacW228/student-llm-wiki/tree/main/.trae/skills/exam-prep ~/.claude/skills/exam-prep"
installs_to: ~/.claude/skills/exam-prep
source_path: .trae/skills/exam-prep/SKILL.md
collection_size: 9
category_size: 1328
collection_url: "https://dirskills.com/collections/IssacW228/student-llm-wiki"
added: 2026-09-07T05:21:27.197Z
last_synced: 2026-09-07T05:21:27.197Z
canonical_url: "https://dirskills.com/skills/exam-prep-3"
---

# Exam Prep

Exam Prep generates practice questions from weak course concepts in a wiki. It scans concept pages, prioritizes low-confidence topics, and writes a mixed question set for exam review.

**Install:**

```bash
npx degit https://github.com/IssacW228/student-llm-wiki/tree/main/.trae/skills/exam-prep ~/.claude/skills/exam-prep
```

## README

# Exam Prep — 出题

基于薄弱概念生成练习题。

## 步骤

1. 读 wiki/index.md 找到目标课程所有概念页
2. 读 frontmatter，按 confidence 排序（low 优先）
3. 为每个 low/medium 概念生成 1-2 道题
4. 保存到 wiki/exam-prep/{course}.md

## 题目类型（混合，不要全是记忆题）

- 概念应用题: 给场景，问该用哪个方法
- 对比题: 两个相关概念的区别和适用场景
- 推导题（ML课）: 要求推导或解释公式
- 攻防题（安全课）: 给攻击，问防御，反之亦然
- 陷阱题: 针对常见误解设计

## 原则

- 优先 confidence:low
- 每题标注来自哪个概念页
- 参考答案完整，鼓励用户先自己答