datawhalechina

datawhalechina/easy-vibe

💻 Vibe Coding 101｜Your First Course For AI Product Builders.

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README.md

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<div align="center">

A hands-on Vibe Coding guide chosen by tens of thousands of learners. 
 Refined through real teaching and learner feedback. A complete roadmap, step-by-step explanations, and interactive demos guide you from zero to launch. 
 数万名学习者选择的 Vibe Coding 产品实战教程。 在真实教学与实践反馈中持续打磨，用完整路线、细致讲解和交互演示，陪你从零基础走到产品上线。

你好 · Hello · 哈囉 · こんにちは · 안녕하세요 · Hola · Bonjour · Hallo · مرحبا · Xin chào 
 Our tutorial supports 10 languages. Let's code together! 
 我们的教程支持 10 种语言，欢迎世界各地的朋友一起 coding！

🚀 <a href="https://datawhalechina.github.io/easy-vibe/welcome.html">Start Exploring</a> · ✨ <a href="https://datawhalechina.github.io/easy-vibe/en/appendix/">Interactive Tutorial</a> · 🦞 <a href="https://github.com/datawhalechina/hello-claw">Learn OpenClaw</a> · 📖 <a href="#table-of-contents">Table of Contents</a> 
 🚀 <a href="https://datawhalechina.github.io/easy-vibe/welcome.html">开始体验</a> · ✨ <a href="https://datawhalechina.github.io/easy-vibe/zh-cn/appendix/">交互式教程</a> · 🦞 <a href="https://github.com/datawhalechina/hello-claw">学习 OpenClaw</a> · 📖 <a href="#table-of-contents">查看目录</a>

<a href="https://datawhalechina.github.io/easy-vibe/welcome.html">Read Online</a> ·
 <a href="#-content-navigation">Learning Map</a> 
 
 <a href="https://datawhalechina.github.io/easy-vibe/welcome.html">开始阅读</a> ·
 <a href="#-content-navigation">学习地图</a>

</div>

<a href="https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/">Learning guide</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-1/ai-capabilities-through-games/">New to coding</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-1/finding-great-idea/">Validate an idea</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-2/">Ship an application</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-3/">Advanced projects</a>

<a href="https://datawhalechina.github.io/easy-vibe/en/stage-1/ai-capabilities-through-games/">First experience</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-1/complete-project-practice/">Stage 1 project</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/copywriting-platform-supabase/">Stage 2 full-stack project</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/workflow/">Stage 3 workflows</a> ·
 <a href="https://datawhalechina.github.io/easy-vibe/en/appendix/">Appendix</a>

<table align="center">
 <tr>
 <td width="50%" valign="top" align="center">
 <img src="assets/gif-header.png" width="100%">
 
 A beginner-friendly learning map
 
 Clear guidance from zero, so you can stop "learning and forgetting"
 </td>
 <td width="50%" valign="top" align="center">
 <img src="assets/gif-tutorial.png" width="100%">
 
 Step-by-step visual tutorials
 
 Detailed walkthroughs that feel like learning with a private tutor
 </td>
 </tr>
 <tr>
 <td width="50%" valign="top" align="center">
 <img src="assets/gif-ide.gif" width="100%">
 
 Immersive simulated coding
 
 Virtual mouse guidance helps you quickly learn the core IDE workflow
 </td>
 <td width="50%" valign="top" align="center">
 <img src="assets/gif-diffusion.gif" width="100%">
 
 Visible AI principles
 
 Animated explanations make it easy to see how AI generates images
 </td>
 </tr>
 <tr>
 <td width="50%" valign="top" align="center">
 <img src="assets/gif-rag.gif" width="100%">
 
 Learn RAG like a game
 
 Interactive components let you click through the full RAG data flow
 </td>
 <td width="50%" valign="top" align="center">
 <img src="assets/git-terminal.gif" width="100%">
 
 Visual terminal concepts
 
 Command-line behavior becomes intuitive when the underlying logic is visualized
 </td>
 </tr>
</table>
<div align="center">
 <h3>⭐ <a href="https://github.com/datawhalechina/easy-vibe" style="color: #d0cd16ff;">Star the repo here</a> to help accelerate updates ❤️</h3>
</div>

<div align="center" style="margin: 30px 0;">
 <a href="CONTRIBUTING.md#share-your-case">
 <img src="assets/readme-panels/04-vibe-stories-contribute.png" alt="Community project previews with illustrative creators; submit your own case via Pull Request" width="100%">
 </a>
 Your next project could be here. Classroom tools, student projects, personal websites, and first demos are welcome.
 Add your story, a real screenshot or GIF, and a demo or repository link if available. Follow the template and open a Pull Request.
 
 <a href="CONTRIBUTING.md#share-your-case">Submit your case →</a> ·
 <a href="user-cases/TEMPLATE.md">Case template</a> ·
 <a href="https://github.com/datawhalechina/easy-vibe/compare?expand=1&amp;template=user_case.md">Open a Pull Request</a>
 
 <a href="user-cases/README.md">Explore real cases →</a>
</div>

## Table of Contents

- [Why Easy-Vibe](#why-easy-vibe)
- [What You Can Build](#what-you-can-build)
- [News](#-news)
- [Who This Is For](#who-this-is-for)
- [Your Learning Paths](#your-learning-paths)
- [Study Suggestions](#study-suggestions)
  - [I. Beginner Entry](#i-beginner-entry)
  - [II. Junior and Mid-Level Developers](#ii-junior-and-mid-level-developers)
  - [III. Advanced Developers](#iii-advanced-developers)
  - [Appendix Knowledge Base](#-appendix-knowledge-base)
- [How To Learn](#️-how-to-learn)
- [Run Locally](#-run-locally)
- [Other Courses](#other-courses)
- [Contributing & Contributors](#-contributing--contributors)
- [LICENSE](#-license)

## Why Easy-Vibe

Want an expense tracker? Say it.

Need a booking system with WeChat login? Say it.

Want a blog with comments? Say it.

In the AI era, programming starts by describing what you want.

Easy-Vibe teaches you how to turn that into a real product.

## What You Can Build

Illustrative project previews. Explore the corresponding tutorials:

[AI Copywriter](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/copywriting-platform-supabase/) · [Travel Planner](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/travel-planning-agent-platform/) · [Personal Blog](https://datawhalechina.github.io/easy-vibe/en/stage-3/personal-brand/personal-website-blog/) · [Browser AI Assistant](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/browser-ai-extension/)

## 🔥 News

- **[2026-08-12]** 📘 **Stage 1 has been restructured and polished**: The beginner path now starts with real problems and proceeds through finding opportunities, choosing a direction, understanding user needs, conducting interviews, narrowing the solution, building a prototype, integrating AI, and completing a presentable project. The explanations, real-world examples, images, and hands-on exercises have also been revised. Stage 1 is now better suited to complete beginners, first-time product builders, and indie developers who want to move from a real need to a prototype that can be shown to users. [👉 Start with Stage 1](https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/)
- **[2026-06-17]** 🌍 **Full multilingual coverage complete**: All tutorial content (Stages 1-3) is now available in 10 languages (zh-cn, en, zh-tw, ja-jp, ko-kr, es-es, fr-fr, de-de, ar-sa, vi-vn), covering product prototyping, full-stack development, and cross-platform development.
- **[2026-03-29]** ✨ **Vibe Stories launched and upgraded with real user journeys**: Added a new homepage Vibe Stories section with an interactive carousel and dedicated story pages, then replaced placeholder content with four real user stories featuring a rural primary school teacher, a college student, a high school IT teacher, and a truck driver who built real products with AI. [👉 View the stories](https://datawhalechina.github.io/easy-vibe/zh-cn/vibe-stories/story-1.html)
- **[2026-03-26]** 🚀 **Major Stage 2 practice update**: Completed the SaaS capstone project "[Your First SaaS Full-Stack App: Copywriting Generator Website](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/copywriting-platform-supabase/)" and substantially expanded the "[How to integrate Stripe and payment systems](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/stripe-payment/)" section, plus key content around multi-product UI and WeChat Mini Program backend workflows.
- **[2026-03-25]** 📚 **New appendix: User Research and Requirement Validation**: Added four new articles covering idea sourcing, the Double Diamond model, Jobs to Be Done, and The Mom Test to help beginners discover and validate product ideas. [👉 Read the appendix](https://datawhalechina.github.io/easy-vibe/en/appendix/)
- **[2026-03-25]** 📚 **English documentation fully updated**: Stage 2 (Full-stack Development) and Stage 3 (Advanced Development) are now fully available in English. [👉 Start learning](https://datawhalechina.github.io/easy-vibe/en/stage-2/)
<details>
<summary>Past News</summary>

- **[2026-03-02]** 🦞 **OpenClaw and AI Agent friendly support**: Added `llms.txt` so OpenClaw, Claude, Cursor, Trae, and other AI agents can quickly understand the repository structure and find the right tutorial content.
- **[2026-03-01]** The [Advanced Development section](https://datawhalechina.github.io/easy-vibe/en/stage-3/) has been comprehensively upgraded with deep guides for Claude Code, including MCP, Skills, Agent Teams, and more, along with eight cross-platform project tutorials.
- **[2026-02-25]** Updated the [Appendix Knowledge Base](https://datawhalechina.github.io/easy-vibe/en/appendix/), now covering 9 knowledge areas and 80+ interactive topics.
- **[2026-01-27]** Added Android and iOS app development tutorials.
- **[2026-01-19]** Released interactive demos for Prompt Engineering, AI history, authentication design, Git principles, and more.
- **[2026-01-16]** Reorganized the project structure and formally established a beginner entry path.
- **[2026-01-14]** Completed a large update to the Stage 1 product prototyping docs.
- **[2026-01-13]** Refactored the documentation architecture and fully enabled multi-language support.
- **[2026-01-01]** Released the core learning map for the project.
</details>

## Who This Is For

- **Complete beginners**: Build your first project first, then understand how it works
- **Product managers / founders**: Validate ideas fast and build MVPs at low cost
- **Students**: Develop practical skills for the AI era
- **Junior developers**: Learn the full path from idea to launch
- **Mid-level and senior developers**: Upgrade your AI collaboration workflow for complex projects

## Your Learning Paths

### 🎮 I want a fast first win
**Best for**: Everyone
**What you will learn**: What AI coding actually feels like through a simple, concrete hands-on example
**What you will get**: A clear first impression of vibe coding and how to work with AI by conversation

[Start here](https://datawhalechina.github.io/easy-vibe/en/stage-1/ai-capabilities-through-games/)

### 💡 I want to turn an idea into a product prototype
**Best for**: Beginners / product managers / founders
**What you will learn**: Learning roadmap, AI IDE tools, idea validation, prototyping, AI capability integration, and full demo iteration
**What you will get**: A demoable AI product prototype you can actually show to users or teammates

[Start learning](https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/)

### 🚀 I want to build full-stack products end to end
**Best for**: Junior developers / indie hackers / advanced learners
**What you will learn**: Frontend workflows, design-to-code, databases, backend APIs, deployment, billing, and major projects
**What you will get**: The ability to independently ship modern AI-enabled web applications

[Start learning](https://datawhalechina.github.io/easy-vibe/en/stage-2/)

### AI-Native: I want advanced Claude Code and agent workflows
**Best for**: Developers interested in AI-native engineering
**What you will learn**: Claude Code, MCP, Skills, Agent Teams, long-running tasks, Spec Coding, and cross-platform app delivery
**What you will get**: A stronger workflow for complex AI-assisted development and automation

[Go to advanced development](https://datawhalechina.github.io/easy-vibe/en/stage-3/)

### 📚 I want reference material and fundamentals
**Best for**: Everyone
**What you will learn**: Computer fundamentals, frontend/backend basics, infrastructure, AI principles, and engineering practices
**What you will get**: A long-term reference knowledge base covering 9 major knowledge areas

[Browse the knowledge base](https://datawhalechina.github.io/easy-vibe/en/appendix/)

## Study Suggestions

- If you are a beginner, product manager, or founder, start with [Stage 1](https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/)
- If you want to move from prototypes to full-stack delivery, start with [Stage 2](https://datawhalechina.github.io/easy-vibe/en/stage-2/)
- If you want advanced Claude Code workflows or cross-platform projects, go to [Stage 3](https://datawhalechina.github.io/easy-vibe/en/stage-3/)
- If you get blocked by concepts or missing background knowledge, use the [Appendix Knowledge Base](https://datawhalechina.github.io/easy-vibe/en/appendix/)

### 📖 Content Navigation

<a href="#learning-progression">↑ See the learning progression above, then choose from the chapters below.</a>

### I. Beginner Entry

| Section | Key Content |
| :------ | :---------- |
| [Learning Map](https://datawhalechina.github.io/easy-vibe/en/stage-1/learning-map/) | A guided overview of the full learning journey |
| [AI Era: If You Can Speak, You Can Code](https://datawhalechina.github.io/easy-vibe/en/stage-1/ai-capabilities-through-games/) | Get your first feel for AI coding through examples like Snake |
| [Master AI Programming Tools](https://datawhalechina.github.io/easy-vibe/en/stage-1/introduction-to-ai-ide/) | Learn how AI IDE tools work and build simple local projects with them |
| [Find Great Ideas](https://datawhalechina.github.io/easy-vibe/en/stage-1/finding-great-idea/) | Learn how to discover and validate product ideas worth building |
| [Build Product Prototypes](https://datawhalechina.github.io/easy-vibe/en/stage-1/building-prototype/) | Move from requirements to single-page and multi-page product prototypes |
| [Integrate AI Capabilities](https://datawhalechina.github.io/easy-vibe/en/stage-1/integrating-ai-capabilities/) | Integrate text, image, and video AI features |
| [Complete project practice](https://datawhalechina.github.io/easy-vibe/en/stage-1/complete-project-practice/) | Simulate real scenarios, collect user feedback, and iterate on a full project |

#### Appendix: Product and Business Thinking

| Section | Key Content |
| :------ | :---------- |
| [Product Thinking and Solution Design](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-a-product-thinking/) | Core frameworks for going from zero to one with a product |
| [AI Application Scenario Reference (B2B & B2C)](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-industry-scenarios/) | B2B industry and B2C consumer AI application scenarios |

#### Appendix: User Research and Requirement Validation

| Section | Key Content |
| :------ | :---------- |
| [Where to find ideas: 3 reference sources that work best for beginners](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-idea-sources/) | Build a reliable pipeline for finding concrete product opportunities |
| [Double Diamond: first do the right thing, then do it right](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-double-diamond/) | Use a structured process to move from scattered inspiration to a workable direction |
| [Use Jobs to Be Done to find what users really want done](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-jobs-to-be-done/) | Analyze user goals through real tasks instead of surface-level feature requests |
| [The Mom Test: a user interview method for validating demand](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-mom-test/) | Learn how to ask better questions and avoid false-positive feedback |

#### Appendix: Technical Solutions

| Section | Key Content |
| :------ | :---------- |
| [What to do if you encounter errors](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-b-common-errors/) | Common vibe coding issues and how to troubleshoot them |
| [Comparison of Seven AI Programming Tools](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-articles/example0-1/vibe-coding-tools-snake-game-tutorial) | Compare major AI coding platforms through hands-on testing |
| [Design Websites with Agents](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-articles/example0-2/vibe-coding-tools-build-website-with-ai-coding-and-design-agents) | Learn multi-agent collaboration in practice |

#### More Beginner Practice

- [Clone from a Screenshot: Your First Imitation Exercise](https://datawhalechina.github.io/easy-vibe/en/stage-1/clone-your-favorite-app/)
- [Publish Your Vibe Coding Project on ModelScope](https://datawhalechina.github.io/easy-vibe/en/stage-1/appendix-modelscope-static-site/)

### II. Junior and Mid-Level Developers

#### Frontend

| Section | Key Content |
| :------ | :---------- |
| [Frontend 0: Build Your Own Asset-Production Agent with Lovart](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/lovart-assets/) | Use Nanobanana and Lovart to batch-generate visual assets and build a drawing agent with intent recognition |
| [Frontend 1: Figma & MasterGo Basics](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/figma-mastergo/) | Learn the workflow from design drafts to implementation-ready UI thinking |
| [Frontend 2: Build Your First Modern App - UI Design](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/ui-design/) | Learn the UI design foundations behind modern application interfaces |
| [Frontend 3: UI Guidelines and Multi-Product Design](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/multi-product-ui/) | Improve consistency and aesthetics across multiple products with shared UI rules |
| [Frontend 4: Make Interfaces Beautiful with LLMs and Skills](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/llm-skills-beautiful/) | Use prompts and plugins to make AI generate more polished, distinctive interfaces |
| [Frontend 4: Let's Build Hogwarts Portraits](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/hogwarts-portraits/) | Build an interactive AI-image frontend project from scratch |
| [Frontend 6: From Design Prototype to Project Code](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/design-to-code/) | Turn design prototypes into frontend code that can really run in the browser |
| [Frontend 7: Upgrade Your UI with Modern Component Libraries](https://datawhalechina.github.io/easy-vibe/en/stage-2/frontend/modern-component-library/) | Use component libraries to build professional interfaces faster |

#### Backend

| Section | Key Content |
| :------ | :---------- |
| [Backend 1: Learn Git and GitHub](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/git-workflow/) | Master core version control operations and collaboration workflows with Git |
| [Backend 2: From Database to Supabase](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/database-supabase/) | Learn relational database basics and use Supabase as a modern BaaS platform |
| [Backend 3: Backend API Design and Development](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/ai-interface-code/) | Use AI to assist API design, backend code generation, and API documentation |
| [Backend 4: Ship Your Product Prototype](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/zeabur-deployment/) | Quickly deploy full-stack applications to the cloud with Zeabur |
| [Backend 5: From IDEs to CLI AI Coding Tools](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/modern-cli/) | Explore terminal-first AI coding workflows for modern development |
| [Backend 6: Integrate Stripe and Other Billing Systems](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/stripe-payment/) | Add monetization with payment and billing capabilities |

#### Major Projects

| Section | Key Content |
| :------ | :---------- |
| [Major Project 1: Your First SaaS Full-Stack App - AI Copywriting Website](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/copywriting-platform-supabase/) | Build an AI marketing copy workspace with login, generation, billing, and admin management |
| [Major Project 2: Online Exam and Management System](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/exam-management-express/) | Build an online exam system with question generation, test-taking flows, and admin tools |

#### More Project Practice

| Section |
| :------ |
| [Modern AI Image Generation SaaS](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/modern-landing-page/) |
| [Custom Dify Agent Platform](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/custom-dify-agent-platform/) |
| [Travel Planning Agent Platform](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/travel-planning-agent-platform/) |
| [Spring Boot Movie Recommendation System](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/movie-recommendation-springboot/) |
| [Grocery E-Commerce Microservices System](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/simple-grocery-microservices/) |
| [Go Traffic Data Analysis Platform](https://datawhalechina.github.io/easy-vibe/en/stage-2/assignments/traffic-data-visualization-go/) |

#### AI Capabilities Appendix

| Section | Key Content |
| :------ | :---------- |
| [AI 1: Dify Basics & Knowledge Base Integration](https://datawhalechina.github.io/easy-vibe/en/stage-2/ai-capabilities/dify-knowledge-base/) | Learn to build AI applications with Dify and integrate private knowledge bases |

#### More Full-Stack Tutorials

- [Put Your Website Online (Advanced): Set Up Your Own VPS](https://datawhalechina.github.io/easy-vibe/en/stage-2/backend/cloud-server-deployment/)

### III. Advanced Developers

#### Claude Code Core Skills

| Section | Key Content |
| :------ | :---------- |
| [Getting started with Claude Code](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/basics/) | Installation, setup, fundamentals, and useful commands |
| [Claude Code MCP guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/mcp/) | Connect Claude Code to GitHub, databases, APIs, and other services through MCP |
| [Claude Code Skills guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/skills/) | Package expertise into reusable skills you can use again and again |
| [How to keep Claude Code working for long-running tasks](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/long-running-tasks/) | Design long-running tasks so coding tools can keep working until the job is done |
| [Claude Agent Teams guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/agent-teams/) | Coordinate multiple AI instances like a real development team |
| [Claude Code Superpowers for engineering-grade development](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/superpowers/) | Help AI produce engineering-grade code with TDD and best practices |
| [Claude Code workflow best practices](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/workflow/) | Best practices for refactoring, code review, and daily development |
| [Building Software End to End with GitHub Issues: From Product Conversation to a macOS App](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/github-iterative-development/) | Spec → Issues → implementation → tests and review |
| [Claude Code remote development on mobile](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/mobile-development/) | Use Claude Code beyond the desktop and build a productive remote workflow on mobile devices |
| [Claude Agent SDK complete guide](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/claude-agent-sdk/) | Build custom agent workflows and integrate Claude into your own tools with the SDK |
| [From vibe coding to spec coding](https://datawhalechina.github.io/easy-vibe/en/stage-3/core-skills/spec-coding/) | Move from ad-hoc prompting to a more structured, specification-driven AI development workflow |

#### Cross-Platform Development

| Section | Key Content |
| :------ | :---------- |
| [How to choose the right platform for your app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/choose-platform/) | Compare app forms and choose the right platform based on users, scenarios, and delivery goals |
| [Build a WeChat Mini Program](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/wechat-miniprogram/) | Understand the ecosystem and ship a frontend mini program from template to launch |
| [Build a WeChat Mini Program with backend](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/wechat-miniprogram-backend/) | Add backend logic and databases to complete the full business loop |
| [Build an Android app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/android-app/) | Learn Android app development with a modern native workflow |
| [Build an iOS app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/ios-app/) | Learn iOS app development and the conventions of the Apple ecosystem |
| [Build a local PWA app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/pwa-local-app/) | Turn a website into a real app with offline support, push, and installation |
| [Build a browser AI assistant extension](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/browser-ai-extension/) | Create a Chrome extension that summarizes any page with either cloud APIs or built-in AI |
| [Build an Electron desktop app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/electron-voice-to-text/) | Build a voice-to-text desktop app with Electron for three platforms |
| [Rapidly build and mint an NFT](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/nft-minting/) | Write a smart contract from scratch, deploy it, and mint your own NFT |
| [Build a VS Code extension](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/vscode-extension/) | Build an AI project assistant with templates, code chat, and multi-file Q&A |
| [Build an industrial-grade Qt desktop app](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/qt-industrial-hmi/) | Create a real-time Qt HMI system with trends, alerts, and monitoring |

#### AI Capabilities Appendix

| Section | Key Content |
| :------ | :---------- |
| [What is RAG and how does it work](https://datawhalechina.github.io/easy-vibe/en/stage-3/ai-advanced/rag-introduction/) | Build a systematic understanding of RAG principles and common architectures |
| [Intermediate and advanced RAG workflows with LangGraph](https://datawhalechina.github.io/easy-vibe/en/stage-3/ai-advanced/langgraph-advanced-rag/) | Design multi-step workflows and more advanced RAG systems |

#### More Advanced Tutorials

- [From a Web Page to Real Software, and Then to an AI-Native Product](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/ai-native-creator/)
- [Build a Store Inspection App with React Native and Expo](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/react-native-expo/)
- [How to Build a Cross-Platform App with Flutter](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/flutter-app/)
- [How to Build Platform, Pixel-Art, and 3D Games with Godot](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/godot-game-development/)
- [How to Publish the Application You Built](https://datawhalechina.github.io/easy-vibe/en/stage-3/cross-platform/app-publishing/)

### 📚 Appendix Knowledge Base

> Covering **9 major knowledge areas** and **80+ interactive topics**, this appendix uses animation and visual components to help you intuitively understand core concepts from computer fundamentals to the AI frontier.
>
> 👉 [View the full appendix](https://datawhalechina.github.io/easy-vibe/en/appendix/)

### 🎓 Other Courses

- [Hands-on Modern RL](#other-courses)
- [Learn Harness Engineering](#other-courses)

## 🛠️ How To Learn

- Read and practice the sections that match your current level. If you get stuck, feel free to open an issue.

## 💻 Run Locally

### Modern approach

In an AI IDE chat window such as VS Code, Cursor, or Trae, you can simply say:

```text
Please help me run this project locally.
```

### Traditional approach

1. `npm install`
2. `npm run dev`
3. Open `http://localhost:3000` in your browser.

## Other Courses 
 
Our team has also created other courses! Check them out: 
 
[![Hands-on Modern RL](https://img.shields.io/badge/HANDS--ON_MODERN_RL-0052cc?style=for-the-badge)](https://github.com/walkinglabs/hands-on-modern-rl)
 
**Hands-on Modern RL**: An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

[![Learn Harness Engineering](https://img.shields.io/badge/LEARN_HARNESS_ENGINEERING-0052cc?style=for-the-badge)](https://github.com/walkinglabs/learn-harness-engineering/tree/main)

**Learn Harness Engineering**: A comprehensive guide to harness engineering.

## 🤝 Contributing & Contributors

- If you find an issue or see something that can be improved, feel free to open an issue. If nobody replies, you can also contact the [Datawhale support team](https://github.com/datawhalechina/DOPMC/blob/main/OP.md).
- If you want to contribute, open a pull request. If nobody replies, you can also contact the [Datawhale support team](https://github.com/datawhalechina/DOPMC/blob/main/OP.md).
- If you want to start a new Datawhale open-source project, please follow the [Datawhale Open Source Project Guide](https://github.com/datawhalechina/DOPMC/blob/main/GUIDE.md).

### 🙏 Contributors

- [Sanbu - Project Lead](https://github.com/sanbuphy) (Datawhale member)
- Fang Ke - Mentor (Datawhale member, Tsinghua University)
- [Yerim Kang](https://github.com/yerim25) (Practice projects, Tsinghua University)
- [Zhilin Zhao](https://github.com/ChileenZ) (Practice projects, Tsinghua University)
- [Yixuan Li](https://yixuan20.github.io/) (Visual design, Tsinghua University)
- Siyi Liu (Practice projects, Tsinghua University)
- [Lixin Liu](https://github.com/liulx25xx) (Practice projects, Tsinghua University)
- Everyone in the AI Vibe Coding 101 internal testing group who shared suggestions and feedback

### Special Thanks

- Thanks to OpenAI for providing compute support for the development of this project
- Thanks to [@Sm1les](https://github.com/Sm1les) for the help and support on this project
- Thanks to every contributor and everyone who supported the project with feedback and stars ❤️

## 📄 LICENSE

<div align="center">
<a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">
 <img
 alt="Creative Commons License"
 style="border-width:0"
 src="https://img.shields.io/badge/license-CC%20BY--NC--SA%204.0-lightgrey"
 />
</a>
 
This work is licensed under the
<a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">
 Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
</a>.
</div>

## Star History

[![Star History Chart](https://api.star-history.com/svg?repos=datawhalechina/easy-vibe&type=date&legend=top-left)](https://www.star-history.com/#datawhalechina/easy-vibe&type=date&legend=top-left)

Repository info

Default branch: main
Latest version: v0.4.0
Created: 28/12/2025
Last activity: 22/10/2026
License: —
Open issues: 17
Watchers: 66

Contributors

sanbuphy

615 contributions

GeoDaoyu

12 contributions

kimyounghee425

6 contributions

octo-patch

5 contributions

claude

3 contributions