356 lines
8.9 KiB
Markdown
Executable File
356 lines
8.9 KiB
Markdown
Executable File
# 软件开发技能收集整理
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> 最火爆的开发者技能集合、路线图与最佳实践
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>
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> 归档：2026-04-23
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---
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## 📊 研究概览
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本篇整理 GitHub 上最受欢迎的开发者技能相关资源，包括路线图、AI 编程技能、最佳实践。
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---
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## 🏆 第一梯队：开发者路线图
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### kamranahmedse/developer-roadmap
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⭐ 353,403 | 🍴 43,952 | 更新：2026-04-21
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**描述**：交互式开发者成长路线图
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**包含路线图（50+）**：
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| 类别 | 路线图 |
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|------|--------|
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| **前端** | Frontend / HTML / CSS / JavaScript / TypeScript / React / Vue / Angular / Next.js |
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| **后端** | Backend / Node.js / Python / Go / Rust / Java / Spring Boot / PHP / Laravel / Django |
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| **全栈** | Full Stack / API Design / Software Design |
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| **DevOps** | DevOps / DevSecOps / Docker / Kubernetes / Terraform / AWS / Cloudflare / Linux |
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| **AI/ML** | AI Engineer / Machine Learning / MLOps / AI Agents / Prompt Engineering |
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| **移动端** | Android / iOS / Flutter / React Native / SwiftUI |
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| **数据库** | PostgreSQL / MongoDB / Redis / ElasticSearch / SQL |
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| **其他** | Computer Science / DSA / System Design / Game Dev / Cyber Security / Blockchain |
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**亮点**：
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- 交互式可视化（点击节点查看详情）
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- 提供最佳实践指南
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- 提供自测题目
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🔗 https://roadmap.sh
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---
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## 🤖 AI 编程技能（Vibe Coding / Agentic Engineering）
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### shanraisshan/claude-code-best-practice
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⭐ **47,397** | 🍴 4,662
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**描述**：From vibe coding to agentic engineering - practice makes claude perfect
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**Topics**：
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- agentic-ai, agentic-coding, agentic-workflow
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- claude, claude-ai, claude-code
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- best-practices, commands
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**内容方向**：
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- Claude Code 最佳实践
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- Agentic 工程化流程
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- 从 Vibe Coding 到 Agentic Engineering
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🔗 https://github.com/shanraisshan/claude-code-best-practice
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---
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### addyosmani/agent-skills
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⭐ **21,126**
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**描述**：Production-grade engineering skills for AI coding agents.
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**定位**：为 AI 编程代理提供的生产级工程技能
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**Topics**：agent-skills, antigravity, antigravity-ide, claude-code, cursor, skills
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🔗 https://github.com/addyosmani/agent-skills
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---
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### coreyhaines31/marketingskills
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⭐ **23,101**
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**描述**：Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
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**内容**：营销专项技能
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- CRO（转化率优化）
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- 文案撰写
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- SEO
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- 分析
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- 增长工程
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🔗 https://github.com/coreyhaines31/marketingskills
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---
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### Donchitos/Claude-Code-Game-Studios
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⭐ **15,409**
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**描述**：Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy
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**亮点**：
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- 49 个 AI 子代理
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- 72 个工作流技能
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- 完整工作室协调系统
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🔗 https://github.com/Donchitos/Claude-Code-Game-Studios
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---
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## 💻 Vibe Coding 资源
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### coleam00/context-engineering-intro
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⭐ **13,201**
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**描述**：Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around.
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**核心观点**：
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- Context Engineering > Vibe Coding
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- 让 AI 编程助手真正有效的方法
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- 以 Claude Code 为中心
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🔗 https://github.com/coleam00/context-engineering-intro
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---
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### liyupi/ai-guide（程序员鱼皮）
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⭐ **12,335**
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**描述**：程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程
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**内容**：
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- OpenClaw 保姆级教程
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- 大模型玩法（DeepSeek / GPT / Gemini / Claude）
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- AI 资讯、Prompt 提示词
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- AI 知识百科（Agent Skills / RAG / MCP / A2A）
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- AI 编程教程（Harness Engineering）
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- AI 工具用法（Cursor / Claude Code / TRAE / Lovable / Copilot）
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- AI 开发框架（Spring AI / LangChain）
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- AI 产品变现指南
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🔗 https://github.com/liyupi/ai-guide
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---
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### datawhalechina/easy-vibe
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⭐ **6,134**
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**描述**：vibe coding 2026 | Your first modern programming course for beginners
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**定位**：零基础入门教程
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🔗 https://github.com/datawhalechina/easy-vibe
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---
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## 🛠️ 开发技能与最佳实践
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### shanraisshan/claude-code-best-practice
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⭐ 47,397 | 详见上方 AI 编程部分
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---
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### isocpp/CppCoreGuidelines
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⭐ **44,919**
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**描述**：C++ 核心指南 - 经过验证的 C++ 编码规范、规则和最佳实践
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**价值**：C++ 开发者必读
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---
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### Sairyss/domain-driven-hexagon
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⭐ **14,569**
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**描述**：Learn Domain-Driven Design, software architecture, design patterns, best practices.
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**内容**：
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- DDD（领域驱动设计）
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- 软件架构
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- 设计模式
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- 代码示例
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---
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### DrkSephy/es6-cheatsheet
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⭐ **13,338**
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**描述**：ES2015 [ES6] cheatsheet 包含技巧、最佳实践和代码片段
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---
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### codeguy/php-the-right-way
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⭐ **9,254**
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**描述**：PHP 最佳实践快速参考
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---
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### jstherightway/js-the-right-way
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⭐ **8,701**
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**描述**：JavaScript 最佳实践快速参考
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---
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## 📦 AI Agent Skills 专项
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### numman-ali/openskills
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⭐ **9,883**
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**描述**：Universal skills loader for AI coding agents
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**功能**：通用 AI 编程代理技能加载器
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```bash
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npm i -g openskills
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```
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🔗 https://github.com/numman-ali/openskills
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---
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### Orchestra-Research/AI-Research-SKILLs
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⭐ **7,260**
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**描述**：Comprehensive open-source library of AI research and engineering skills
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**功能**：
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- AI 研究技能库
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- 适用于 Claude Code / Codex / Gemini 代理
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- 将代理变成完整的研究代理
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🔗 https://github.com/Orchestra-Research/AI-Research-SKILLs
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---
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### mukul975/Anthropic-Cybersecurity-Skills
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⭐ **5,562**
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**描述**：754 structured cybersecurity skills for AI agents
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**亮点**：
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- 754 个网络安全技能
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- 映射 5 大框架：MITRE ATT&CK、NIST CSF 2.0、MITRE ATLAS、D3FEND、NIST AI RMF
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- 覆盖 26 个安全领域
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- Apache 2.0 许可证
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🔗 https://github.com/mukul975/Anthropic-Cybersecurity-Skills
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---
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## 🎮 专业领域技能
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### BloopAI/vibe-kanban
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⭐ **25,429**
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**描述**：Get 10X more out of Claude Code, Codex or any coding agent
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**功能**：AI 编程代理效率工具
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🔗 https://github.com/BloopAI/vibe-kanban
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---
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### cloudflare/vibesdk
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⭐ **4,969**
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**描述**：Open-source vibe coding platform built entirely on Cloudflare stack
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**亮点**：
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- 基于 Cloudflare 的 Vibe Coding 平台
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- 开源
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🔗 https://github.com/cloudflare/vibesdk
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---
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## 📊 排行榜总结
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### 按 Stars 排序
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| 排名 | 项目 | Stars | 类型 |
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| 1 | kamranahmedse/developer-roadmap | 353k | 开发者路线图 |
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| 2 | shanraisshan/claude-code-best-practice | 47k | Claude Code 最佳实践 |
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| 3 | isocpp/CppCoreGuidelines | 45k | C++ 最佳实践 |
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| 4 | coreyhaines31/marketingskills | 23k | AI 营销技能 |
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| 5 | addyosmani/agent-skills | 21k | AI 工程技能 |
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| 6 | BloopAI/vibe-kanban | 25k | AI 效率工具 |
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| 7 | Donchitos/Claude-Code-Game-Studios | 15k | 游戏开发工作室 |
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| 8 | coleam00/context-engineering-intro | 13k | Context Engineering |
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| 9 | liyupi/ai-guide | 12k | AI 全栈指南 |
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| 10 | numman-ali/openskills | 10k | 通用技能加载器 |
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---
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## 🎯 关键洞察
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### 1. Vibe Coding → Agentic Engineering 演进
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- **Vibe Coding**：随意对话式编程（表面）
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- **Context Engineering**：让 AI 真正有效工作（实质）
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- **Agentic Engineering**：系统化、工程化的 AI 代理工作流
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### 2. Skills 系统成为标配
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- 每个专业领域都有对应的 Skills 集合
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- Skills 是可复用、可组合的
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- OpenClaw、Claude Code、Cursor 等都支持 Skills
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### 3. 路线图 + 实践结合
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- roadmap.sh 提供交互式学习路径
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- 配合最佳实践和自测题目
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- 理论与实践闭环
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---
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## 💡 推荐学习路径
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### 零基础 → AI 编程入门
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1. 📖 [roadmap.sh](https://roadmap.sh) - 选一个方向（Frontend/Backend）
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2. 📚 liyupi/ai-guide - AI 工具全景
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3. 🎯 coleam00/context-engineering-intro - Context 工程化
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4. ⚡ shanraisshan/claude-code-best-practice - Claude Code 最佳实践
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### AI 编程进阶
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1. 🔧 addyosmani/agent-skills - 生产级工程技能
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2. 🛠️ numman-ali/openskills - 通用技能加载器
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3. 🎮 Donchitos/Claude-Code-Game-Studios - 多代理协作
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4. 🔒 mukul975/Anthropic-Cybersecurity-Skills - 安全专项
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---
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## 📚 相关资源
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| 资源 | Stars | 链接 |
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| developer-roadmap | 353k | https://roadmap.sh |
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| claude-code-best-practice | 47k | GitHub |
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| agent-skills | 21k | GitHub |
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| marketingskills | 23k | GitHub |
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| vibe-kanban | 25k | GitHub |
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| Claude-Code-Game-Studios | 15k | GitHub |
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| context-engineering-intro | 13k | GitHub |
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| ai-guide | 12k | GitHub |
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| openskills | 10k | GitHub |
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| AI-Research-SKILLs | 7k | GitHub |
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| Anthropic-Cybersecurity-Skills | 5.5k | GitHub |
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---
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## AI工程索引
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相关笔记：
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- [[INDEX_AI工程]] - AI工程知识索引
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- [[ClaudeCode完全研究]] - Claude Code 完整指南
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---
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*整理：知识库管理员 | 归档：2026-04-23* |