/exam-prep

Generate practice exam questions from weak concepts. This skill should be used when the user says "exam-prep", "备考", "make practice questions", "generate a quiz", or is preparing for an exam in a specific course. Scans concept pages, prioritizes low-confidence ones, and writes a

issacw228@issacw228

GitHub

From plugin

student-llm-wiki

19612 skills5 commands

Install

$ npx -y skills add IssacW228/student-llm-wiki --skill exam-prep --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/exam-prep

Context preview

The summary Claude sees to decide when to auto-load this skill.

Generate practice exam questions from weak concepts. This skill should be used when the user says "exam-prep", "备考", "make practice questions", "generate a quiz", or is preparing for an exam in a specific course. Scans concept pages, prioritizes low-confidence ones, and writes a

SKILL.md

exam-prep.SKILL.md

name: exam-prep
description: Generate practice exam questions from weak concepts. This skill should be used when the user says "exam-prep", "备考", "make practice questions", "generate a quiz", or is preparing for an exam in a specific course. Scans concept pages, prioritizes low-confidence ones, and writes a practice question set.

Exam Prep — 出题

基于薄弱概念生成练习题。 Generate practice questions from weak concepts.

步骤 Steps

1. 读 `wiki/index.md` 找到目标课程的所有概念页 2. 读这些概念页的 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 Question Types

混合以下类型，不要全是记忆题:

**概念应用题**: 给一个场景，问该用哪个方法及原因
**对比题**: 两个相关概念的区别和各自适用场景
**推导题**（数学/ML课）: 要求推导或解释公式
**攻防题**（安全课）: 给一个攻击，问防御措施，反之亦然
**陷阱题**: 针对常见误解设计

页面格式 Page Format

---
tags: [exam-prep, {course}]
generated: YYYY-MM-DD
based_on: [concept-pages]
---
# {课程} 练习题 Practice Questions

## Q1: {概念名} (confidence: low)
**题目**: ...
**参考答案**: ...
**相关页面**: [[concept]]