learn-anything

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Learn Anything 是一款由 AI 控制的递归学习系统 — Socratic 的深入探讨和 TDD 类型的练习直接集成到您的编码辅助工具中。

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工具介绍

Learn Anything 是一款由 AI 控制的递归学习系统 — Socratic 的深入探讨和 TDD 类型的练习直接集成到您的编码辅助工具中。

Learn Anything

AI-Powered Recursive Learning System

Turn your AI coding assistant into an interactive tutor — Socratic method & TDD-style exercises.

Now with a built-in visual learning dashboard.

English · 中文

What is Learn Anything?

Learn Anything generates skill and command files for 30+ AI coding tools — Claude Code, Cursor, Codex, OpenCode, and more. Once generated, your AI assistant gains six slash commands that guide you through systematically mastering any technical topic:

Choose your own path — AI generates a knowledge map; you decide what to learn next
Recursive learning method — Recursive explanations that follow your curiosity as deep as you want
TDD-style practice — Write real code with structured feedback, from beginner to challenge
Adaptive quizzes — Quick text Q&A quizzes, graded and saved as reusable question decks
Spaced repetition — Smart review that surfaces weak spots when you need them most
Knowledge visualization — Heatmap showing exactly where you stand
️ Visual Dashboard — Browse knowledge maps, session notes, and exercises in a rich web interface

Quick Start

bash

# Interactive mode — auto-detects your AI tools and prompts you to choose
npx learn-anything-cli init

# Target specific tools
npx learn-anything-cli init --tools claude

# Or install globally
pnpm add -g learn-anything-cli   # npm install -g learn-anything-cli
learn-anything init

Context7 Integration (optional)

During init or update, you'll be prompted to enable Context7 for documentation verification. When enabled, the AI fetches official docs and cross-references its explanations against authoritative sources — dramatically improving teaching accuracy.

Setup: Run npx ctx7 setup or visit the Context7 docs for your AI tool.

After Init — Six Learning Commands

Command	What it does
`/learn:topic`	Initialize a topic, generate a knowledge map, track progress
`/learn:explain`	Recursive learning method — go as deep as you want
`/learn:practice`	TDD-style coding exercises with structured feedback
`/learn:review [name]`	Spaced repetition review with personalized next-step plan
`/learn:status [name]`	Knowledge map heatmap — mastery, practice counts, confidence
`/learn:quiz`	Quick text Q&A quiz — graded and saved for re-practice

Visual Learning Dashboard

Start a zero-config web dashboard to browse your learning data:

bash

# Start the visual dashboard (no npm install needed)
npx learn-anything-cli serve

# Custom port
npx learn-anything-cli serve --port 8080

# Disable auto-open browser
npx learn-anything-cli serve --no-open

The dashboard is pre-built and shipped with the CLI — no extra dependencies or npm install required. If you installed globally, you can use learn-anything serve instead.

The dashboard provides:

Knowledge Map — Markdown-rendered overview of your learning topic
Session Notes — Browse and read all learning session notes organized by domain
Exercise Viewer — View starter code, solutions, and practice results with syntax highlighting
Dark Mode — Light/dark theme toggle
i18n — Full English and Chinese interface
Hot Reload — Auto-refresh when you add or modify topic files

How It Works

…

Each AI tool receives tool-appropriate file formats via an adapter pattern — YAML frontmatter for Claude, TOML for Gemini, Markdown for Cursor, etc.

Monorepo Structure

…

Package	npm	Description
`learn-anything-cli`		CLI tool — generate skill/command files for 30+ AI tools
`learn-anything-gui`	private	Graphical desktop interface (in development)

Supported AI Tools

Manage, Amazon Q Developer, Antigravity, Auggie, Bob Shell, Claude Code, Cline, Codex, ForgeCode, CodeBuddy Code, Continue, CoStrict, Crush, Cursor, Factory Droid, Gemini CLI, GitHub Copilot, iFlow, Junie, Kilo Code, Kiro, OpenCode, Pi, Qoder, Lingma, Qwen Code, RooCode, Trae, Windsurf, and AGENTS.md-compatible assistants.

bash

# Update existing skill files to the latest version (auto-detects installed tools)
npx learn-anything-cli update

Development

Prerequisites

Node.js ≥ 20
pnpm ≥ 9

Setup

bash

git clone https://github.com/ChenChenyaqi/learn-anything.git
cd learn-anything
pnpm install

Commands

Command	Description
`pnpm build`	Build all packages (`tsc`)
`pnpm test`	Run all tests (`vitest run`)
`pnpm test:watch`	Run tests in watch mode
`pnpm dev`	TypeScript watch mode (all packages)
`pnpm lint`	Lint all packages (`eslint`)
`pnpm format`	Format code (`prettier`)
`pnpm dev:site`	Dev server for the visual dashboard

Per-Package Commands

bash

pnpm -F learn-anything-cli build      # Build only CLI
pnpm -F learn-anything-cli test       # Test only CLI
pnpm -F learn-anything-cli dev:cli    # Build and run CLI locally