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/wiki-review

Feynman-technique review mode for studying. This skill should be used when the user says "review", "复习", "quiz me", "test my understanding", or names a course/concept they want to study. Quizzes the user, adjusts confidence based on answers, and generates practice questions for

@issacw228issacw228@issacw228
From plugin
student-llm-wiki
19612 skills5 commands
Install
$ npx -y skills add IssacW228/student-llm-wiki --skill wiki-review --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.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/wiki-review

Context preview

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

Feynman-technique review mode for studying. This skill should be used when the user says "review", "复习", "quiz me", "test my understanding", or names a course/concept they want to study. Quizzes the user, adjusts confidence based on answers, and generates practice questions for

SKILL.md

wiki-review.SKILL.md
name: wiki-review
description: Feynman-technique review mode for studying. This skill should be used when the user says "review", "复习", "quiz me", "test my understanding", or names a course/concept they want to study. Quizzes the user, adjusts confidence based on answers, and generates practice questions for weak concepts.

Wiki Review — 费曼复习

用费曼技巧测试理解。 Test understanding using the Feynman technique.

步骤 Steps

1. 读 `wiki/hot.md` 和 `wiki/index.md` 定位目标概念 2. 找 confidence:low/medium 的概念（优先复习薄弱的） 3. **费曼提问**: 像一个完全不懂的人一样提问，要求用户用最简单的语言解释

  • 不要问"是什么"，要问"为什么"和"如果...会怎样"
  • 追问到用户答不上来为止，找出理解的边界

4. **评估回答**:

  • 答得好且完整 → confidence 升级，更新 `last_reviewed`
  • 答得有漏洞 → 指出漏洞，解释正确理解，confidence 保持或降级

5. **更新页面**: 调整概念页的 `confidence` 和 `last_reviewed` 字段 6. **生成练习题**: 为仍然是 low 的概念，调用 exam-prep 逻辑生成题目到 `wiki/exam-prep/{course}.md`

费曼提问示例 Feynman Question Examples

  • ❌ "什么是注意力机制？"（测记忆）
  • ✅ "如果去掉 softmax 的缩放因子 √d_k 会发生什么？为什么？"（测理解）
  • ✅ "用一个生活中的类比解释 Q、K、V 三个矩阵的作用"（测内化）

中英双语 Bilingual

提问和反馈都用中英双语，让用户用任一语言回答都可以。

Read it on GitHub ↗
Ships withstudent-llm-wiki

用 AI 把课件变成你自己的知识库 Turn your course slides into a personal wiki with AI

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MIT
License
1mo ago
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2mo ago
Created

Repo: IssacW228/student-llm-wiki

In this plugin
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