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Updated 1mo ago

by ChangWenC

understanding-ladder

Karpathy's understanding ladder as agent skills: auto-pick text, diagram, interactive HTML, or video storyboard for any explanation. Nothing cut. English + 中文.

Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

121 GitHub stars (121)

+103 in 28 days

Stars gained per day · daily snapshots since Oct 9
Stars gained per day, Oct 9 to Nov 6: +103 in total; the busiest day was Oct 17 with +16 stars.Oct 10: +8 starsOct 11: +13 starsOct 12: +15 starsOct 13: +9 starsOct 14: +10 starsOct 15: +9 starsOct 16: +7 starsOct 17: +16 starsOct 18: +3 starsOct 19: 0 starsOct 20: 0 starsOct 21: +3 starsOct 22: 0 starsOct 23: +2 starsOct 24: +1 starsOct 25: 0 starsOct 26: +1 starsOct 27: 0 starsOct 28: +1 starsOct 29: 0 starsOct 30: 0 starsOct 31: 0 starsNov 1: 0 starsNov 2: 0 starsNov 3: +2 starsNov 4: +3 starsNov 5: 0 starsNov 6: 0 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 10+8
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Oct 12+15
Oct 13+9
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Oct 15+9
Oct 16+7
Oct 17+16
Oct 18+3
Oct 190
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Oct 21+3
Oct 220
Oct 23+2
Oct 24+1
Oct 250
Oct 26+1
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Oct 28+1
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Nov 3+2
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Nov 50
Nov 60
  • 2 skills (2 skills found in its SKILL.md files)
  • 4 forks (4 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add ChangWenC/understanding-ladder

Asks which skills and agents to install. Just one: npx skills add ChangWenC/understanding-ladder --skill plain-chinese — add -g for every project.

Claude Code

git clone https://github.com/ChangWenC/understanding-laddercp -r "understanding-ladder/skills/plain-chinese" ~/.claude/skills/

Copies the plain-chinese skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add ChangWenC/understanding-ladder

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • plain-chinese

    用简明中文写解释、步骤和总结：一句一事、一词一义、主动句、不铺垫，内容一点不删。写中文的技术解释、操作步骤、学习笔记、报告，或者解释 AI/agent 的产出时使用。用户说「说人话」「写清楚点」「太绕了」「看不懂」「简明中文」「用 STE 的写法」「改得好懂一点」时也使用。受 ASD-STE100 启发，不是它的中文版。

    skills/plain-chinese/SKILL.md on GitHub (opens in a new tab)

  • understanding-ladder

    Pick the output format that makes an explanation easiest to understand, following Karpathy's understanding ladder — (1) plain controlled text, (2) diagram, (3) interactive HTML page, (4) 3Blue1Brown-style explainer video. Classify the content (definition/steps, process/causality, parameter→outcome, unfolding derivation), recommend the lowest rung that fully answers, then produce it. Works in Engl…

    skills/understanding-ladder/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.