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tradecatlabs
f1f0b9fe75
Move the complete research domain from docs/research to root-level research, update indexes and path-aware tooling, and align raw snapshot governance and CODEOWNERS.\n\nVerified with make test and GitHub CI.
99 lines
6.0 KiB
Plaintext
99 lines
6.0 KiB
Plaintext
# 📚 AI Coding
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<!-- UPDATED_AT --> updated: 2026-01-02 21:43:22 <!-- UPDATED_AT -->
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## 关于本仓库
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一直以来，我对 AI Coding 充满热情和好奇。从最初的探索到如今的深度实践，这一年来，我持续学习各种 AI 辅助编程工具和方法论，并将它们应用到实际项目开发中。
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本仓库汇集了我在 AI Coding 领域的：
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- **方法论**：从 0 到 1 的实践经验和思考框架
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- **实战案例**：真实项目中的 AI 应用场景
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- **经验分享**：踩过的坑和总结的技巧
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- **提示词技巧**：如何更高效地与 AI 协作
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- **工具推荐**：实用的 AI 开发工具和工作流
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希望这些内容能够帮助到同样对 AI Coding 感兴趣的朋友们，让我们一起探索 AI 赋能开发的无限可能！
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<!-- ISSUES-LIST:START -->
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<!-- 此列表由 GitHub Actions 自动生成，请勿手动修改 -->
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## AI方法论
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* [BMAD——基于Spec-kit理念的AI敏捷开发工作流](https://github.com/Daotin/ai-coding/issues/42) (2025-12-01)
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* [AI赋能前端中后台开发](https://github.com/Daotin/ai-coding/issues/11) (2025-10-28)
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* [AI Coding的正确范式](https://github.com/Daotin/ai-coding/issues/8) (2025-10-27)
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* [AI Coding 维护现有项目](https://github.com/Daotin/ai-coding/issues/5) (2025-10-27)
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* [AI Coding从0到1方法论](https://github.com/Daotin/ai-coding/issues/2) (2025-10-27)
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## AI工具
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* [OpenSkills，AI 编程助手的"Forge"](https://github.com/Daotin/ai-coding/issues/47) (2026-01-24)
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* [一文搞懂MCP](https://github.com/Daotin/ai-coding/issues/41) (2025-11-07)
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* [一文搞懂cursor](https://github.com/Daotin/ai-coding/issues/40) (2025-11-07)
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* [自动化操作MCP](https://github.com/Daotin/ai-coding/issues/20) (2025-10-28)
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* [Figma远程MCP](https://github.com/Daotin/ai-coding/issues/19) (2025-10-28)
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* [Claude Code使用教程](https://github.com/Daotin/ai-coding/issues/18) (2025-10-28)
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* [UI原型图+设计稿+Vibe Coding](https://github.com/Daotin/ai-coding/issues/17) (2025-10-28)
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* [最佳AI开发工作流](https://github.com/Daotin/ai-coding/issues/16) (2025-10-28)
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* [出海独立开发穷鬼全家桶](https://github.com/Daotin/ai-coding/issues/15) (2025-10-28)
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* [UI原型图+设计稿](https://github.com/Daotin/ai-coding/issues/4) (2025-10-27)
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## AI经验
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* [AGENTS.md](https://github.com/Daotin/ai-coding/issues/44) (2025-12-15)
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* [【转】AI Coding 实践技巧，告诉 AI 如何验证](https://github.com/Daotin/ai-coding/issues/38) (2025-11-03)
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* [使用json样式设计文件，避免AI生成的页面有一股AI味儿。](https://github.com/Daotin/ai-coding/issues/28) (2025-10-28)
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* [Vibe Coding 工作流LLM模型选择](https://github.com/Daotin/ai-coding/issues/27) (2025-10-28)
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* [Codex使用技巧](https://github.com/Daotin/ai-coding/issues/26) (2025-10-28)
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* [【摘录】AI Coding，其实很像做技术管理](https://github.com/Daotin/ai-coding/issues/9) (2025-10-28)
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* [Andrej Karpathy 的 Vibe Coding 技巧](https://github.com/Daotin/ai-coding/issues/7) (2025-10-27)
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* [cursor引入外部文档的方式](https://github.com/Daotin/ai-coding/issues/6) (2025-10-27)
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## AI科普
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* [MCP 和 Agent Skills 的核心区别](https://github.com/Daotin/ai-coding/issues/45) (2025-12-21)
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## AI实战
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* [Todo](https://github.com/Daotin/ai-coding/issues/36) (2025-10-29)
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- [ ] AI+监控系统：监控大屏中，对于错误，增加 AI 修复建议
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- [ ] AI+VSCode 插件：自研公司内部 vscode 插件，提效（生成自定义组件，echart，代码辅助等）
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- [ ] AI+Agent（参考 [NC VSCode IDE](https://mp.weixin.qq.com/s/GwNnkuDvbDDLjp0MHtypQw)）
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- [ ] AI+自动化测试（参考 [使用 CodeX 调起 Chrome-devtools-mcp 做了其中一个关键场景走查](https://x.com/Stephen4171127/status/1972348138628464813)）
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* [小红书内容生成器(AI Agent)](https://github.com/Daotin/ai-coding/issues/14) (2025-10-28)
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* [AI+游戏设计](https://github.com/Daotin/ai-coding/issues/13) (2025-10-28)
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* [MCP原理解析及搭建私有组件库MCP](https://github.com/Daotin/ai-coding/issues/10) (2025-10-28)
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* [自动删除 FG](https://github.com/Daotin/ai-coding/issues/1) (2025-10-27)
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## AI思考
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* [对于模糊的需求，可以让 AI 面试你，通过提问的形式一步步形成 SPEC 文档，然后使用该 SPEC 完成需求开发](https://github.com/Daotin/ai-coding/issues/46) (2026-01-02)
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* [AI时代，资深工程师的价值在哪里？](https://github.com/Daotin/ai-coding/issues/39) (2025-11-05)
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## AI提示词
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* [使用json样式设计文件，避免AI生成的页面有一股AI味儿。](https://github.com/Daotin/ai-coding/issues/28) (2025-10-28)
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* [AI洞察](https://github.com/Daotin/ai-coding/issues/25) (2025-10-28)
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* [递归法写Prompt](https://github.com/Daotin/ai-coding/issues/24) (2025-10-28)
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* [【摘录】为什么我用了那么多提示词模板甚至用了 AI 帮忙还是写不好提示词？](https://github.com/Daotin/ai-coding/issues/23) (2025-10-28)
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* [AI+landing page](https://github.com/Daotin/ai-coding/issues/22) (2025-10-28)
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* [AI+PPT](https://github.com/Daotin/ai-coding/issues/21) (2025-10-28)
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* [AI设计网页svg](https://github.com/Daotin/ai-coding/issues/12) (2025-10-28)
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* [APP设计稿](https://github.com/Daotin/ai-coding/issues/3) (2025-10-27)
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## MCP
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* [Todo](https://github.com/Daotin/ai-coding/issues/37) (2025-10-29)
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- [ ] Story MCP：如果你们有 tapd 之类的需求平台，甚至可以自己实现一个 mcp 来让他拉取相对应项目的需求，基于 tapd 上的 story 在本地创建一个 story，做具体的任务拆解，分块完成。
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- [ ] Story MCP：通过自己开发的 Jira MCP，连接到自己公司的 Jira 服务器，自动获取 bug，自动修复，自动 run dev 验证，自动 commit。
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- [ ] API MCP：连接后端数据库，做前端 mock 代码生成
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* [自动化操作MCP](https://github.com/Daotin/ai-coding/issues/20) (2025-10-28)
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* [MCP原理解析及搭建私有组件库MCP](https://github.com/Daotin/ai-coding/issues/10) (2025-10-28)
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<!-- ISSUES-LIST:END -->
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# License
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[MIT License](./LICENSE)
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