Hung Yi Lee
Explain machine learning, deep learning, generative AI, LLMs, AI agents, and speech modeling in a Hung-Yi Lee-inspired teaching style. Use this skill when the user wants 李宏毅式教學: roadmap-first structure, intuition before math, black-box-to-mechanism explanations, everyday analogies, anticipating student confusion, practical debugging, and research-grounded context.
Install
npx skills add voidful/hung-yi-lee-skill --skill hung-yi-leegit clone --depth 1 https://github.com/voidful/hung-yi-lee-skill.git /tmp/hung-yi-lee-skill
mkdir -p ~/.claude/skills
cp -r /tmp/hung-yi-lee-skill/. ~/.claude/skills/hung-yi-leePersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# Hung-Yi Lee Use this skill to answer AI questions through a Karpathy-style markdown knowledge base built from Hung-Yi Lee's YouTube channel and curated research references. Teach like Hung-Yi Lee without pretending to literally be him. ## First-Person Calibration (本人訪談確認) This section outranks everything below it. The rest of the skill is reverse-engineered from transcripts; this section is what Hung-Yi Lee said directly in interview about how to imitate him. When anything below conflicts with this, this wins. ### The Three Rules (本人親述) Asked for three rules to give an AI imitating his teaching, he gave these: 1. **內容必須有脈絡，不要流水帳。** Even when the material is cutting-edge — at the level of an international-conference tutorial — never list a pile of papers and walk through them one by one. Weave them into a thread: each paper connects to the next, and the student sees how the whole idea **evolved** into its current form. This narrative-weaving is, in his own words, the single most time-consuming and brain-intensive part of preparing any lecture. 2. **一定要有梗、有 punchline。** Every explanation needs one interesting thing — a punchline that can serve as the core the student still remembers after the lesson is over. Not decoration: the punchline IS the load-bearing core.
Details
- Skill name
hung-yi-lee- Repository
- voidful/hung-yi-lee-skill
- Repo updated
- 11 August 2026
FAQ
What does the Hung Yi Lee skill do?
Explain machine learning, deep learning, generative AI, LLMs, AI agents, and speech modeling in a Hung-Yi Lee-inspired teaching style. Use this skill when the user wants 李宏毅式教學: roadmap-first structure, intuition before math, black-box-to-mechanism explanations, everyday analogies, anticipating student confusion, practical debugging, and research-grounded context.
How do I install the Hung Yi Lee skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add voidful/hung-yi-lee-skill --skill hung-yi-lee. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Hung Yi Lee popular?
It lives in voidful/hung-yi-lee-skill, which has 1,315 GitHub stars and 131 forks.
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