Wiki Review

Wiki Review is an AI Engineering skill for Claude Code, published by IssacW228 in student-llm-wiki.

176 stars4 forkson IssacW228/student-llm-wikiAdded 2026/09/07+2% in starsRepository updated 2026/06/16

ai-toolsclaude-codeclaude-coworkfeynman-techniquekarpathyknowledge-basellm-wikinote-takingobsidianpersonal-knowledge-managementpkmsecond-brainstudent-toolsstudy-tools

Install in seconds

Install Wiki Review

Copy Wiki Review into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/IssacW228/student-llm-wiki/tree/main/skills/wiki-review ~/.claude/skills/wiki-review

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/IssacW228/student-llm-wiki.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/wiki-review/SKILL.md in IssacW228/student-llm-wiki
Installs to: ~/.claude/skills/wiki-review
Collection: One of 9 skills cataloged from this repository
Category: AI Engineering — 3475 skills

What Wiki Review does

Wiki Review uses the Feynman technique to quiz understanding of study notes and course concepts. It asks bilingual follow-up questions, updates confidence on weak concepts, and can generate practice questions for review.

Wiki Review is cataloged under AI Engineering on DirSkills. Wiki Review comes from a repository tagged ai-tools, claude-code, claude-cowork, feynman-technique and karpathy.

Documentation

README

From the original repository

Wiki Review — 费曼复习

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

步骤 Steps

读 wiki/hot.md 和 wiki/index.md 定位目标概念
找 confidence:low/medium 的概念（优先复习薄弱的）
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
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
更新页面: 调整概念页的 confidence 和 last_reviewed 字段
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。

Frequently asked about Wiki Review

What else does IssacW228 publish alongside Wiki Review?
Wiki Review is one of 9 skills that DirSkills catalogs from IssacW228/student-llm-wiki, the repository it ships in. Its siblings there include Exam Prep, Exam Prep and Exam Prep. Each one is a separate skill with its own page in this directory, installs the same way Wiki Review does, and is maintained by IssacW228 in that same repository. The rest of the collection is listed on the IssacW228/student-llm-wiki page.
How does Wiki Review compare to other AI Engineering skills?
Wiki Review ranks #3168 by stars among the 3475 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Wiki Review against them. Open each page to compare what they document and how they install.