mirror of
https://github.com/tradecatlabs/vibe-coding-cn.git
synced 2026-08-12 18:38:04 +00:00
docs: add research domains and resource registry
- add local external resources registry - add research domain contract and per-repository research domains - add raw fact snapshot governance and validation scripts Validation: - make test - git diff --check HEAD~1..HEAD Note: - welcome workflow failed because its action input names are stale; core content CI passed.
This commit is contained in:
tradecatlabs
@@ -0,0 +1,12 @@
|
||||
# raw/ Agent 指南
|
||||
|
||||
本目录是 `Daotin/ai-coding` 的原始事实层。
|
||||
|
||||
## 维护规则
|
||||
|
||||
- 只保存从研究对象拉取的一手材料，不写分析判断。
|
||||
- `repository/` 是本地 Git 工作树，刷新时由脚本 clone 或 fast-forward pull。
|
||||
- 不手工改写 `*.raw.*` 文件内容；需要刷新时运行 `python3 scripts/fetch-research-raw.py`。
|
||||
- `sources.yml` 必须记录拉取时间、来源命令和每个文件的状态。
|
||||
- 外部 README 原文必须保存为 `.txt`，避免本仓库 Markdown 链接检查误判。
|
||||
- 分析、判断、采用建议和沉淀路径写回上一级 `README.md`、`analysis.md` 或 `decisions.md`。
|
||||
@@ -0,0 +1,16 @@
|
||||
# raw 事实层
|
||||
|
||||
本目录保存 `Daotin/ai-coding` 的本地原始材料快照。
|
||||
|
||||
这里不写分析结论，只保存可复查的一手资料：
|
||||
|
||||
- `sources.yml`：来源清单、拉取时间、命令和文件状态。
|
||||
- `repository/`：Git 仓库工作树；本目录由 `.gitignore` 忽略，只作为本地研究材料。
|
||||
- `github-repo.raw.json`：GitHub 仓库元数据。
|
||||
- `github-readme.raw.md.txt`：GitHub README 原文快照。
|
||||
- `github-license.raw.txt`：GitHub license 原文快照；仓库无 license 时可能不存在。
|
||||
- `github-root-contents.raw.json`：默认分支根目录内容快照。
|
||||
- `github-languages.raw.json`：GitHub language 统计快照。
|
||||
- `github-latest-release.raw.json`：最新 release 快照；无 release 时可能不存在。
|
||||
|
||||
`repository/` 是外部源码快照，不参与本仓库 Markdown、链接、README/AGENTS 覆盖检查。原始 README 使用 `.txt` 后缀保存，避免其中的外部相对链接被本仓库 Markdown 链接检查误判。
|
||||
@@ -0,0 +1 @@
|
||||
{}
|
||||
@@ -0,0 +1,21 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) 2025 Daotin
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||
of this software and associated documentation files (the "Software"), to deal
|
||||
in the Software without restriction, including without limitation the rights
|
||||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the Software is
|
||||
furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all
|
||||
copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||
SOFTWARE.
|
||||
@@ -0,0 +1,98 @@
|
||||
# 📚 AI Coding
|
||||
|
||||
<!-- UPDATED_AT --> updated: 2026-01-02 21:43:22 <!-- UPDATED_AT -->
|
||||
|
||||
## 关于本仓库
|
||||
|
||||
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。
|
||||
|
||||
本仓库汇集了我在 AI Coding 领域的：
|
||||
|
||||
- **方法论**：从 0 到 1 的实践经验和思考框架
|
||||
- **实战案例**：真实项目中的 AI 应用场景
|
||||
- **经验分享**：踩过的坑和总结的技巧
|
||||
- **提示词技巧**：如何更高效地与 AI 协作
|
||||
- **工具推荐**：实用的 AI 开发工具和工作流
|
||||
|
||||
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！
|
||||
|
||||
<!-- ISSUES-LIST:START -->
|
||||
<!-- 此列表由 GitHub Actions 自动生成，请勿手动修改 -->
|
||||
|
||||
## AI方法论
|
||||
|
||||
* [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)
|
||||
* [AI赋能前端中后台开发](https://github.com/Daotin/ai-coding/issues/11) (2025-10-28)
|
||||
* [AI Coding的正确范式](https://github.com/Daotin/ai-coding/issues/8) (2025-10-27)
|
||||
* [AI Coding 维护现有项目](https://github.com/Daotin/ai-coding/issues/5) (2025-10-27)
|
||||
* [AI Coding从0到1方法论](https://github.com/Daotin/ai-coding/issues/2) (2025-10-27)
|
||||
|
||||
## AI工具
|
||||
|
||||
* [OpenSkills，AI 编程助手的"Forge"](https://github.com/Daotin/ai-coding/issues/47) (2026-01-24)
|
||||
* [一文搞懂MCP](https://github.com/Daotin/ai-coding/issues/41) (2025-11-07)
|
||||
* [一文搞懂cursor](https://github.com/Daotin/ai-coding/issues/40) (2025-11-07)
|
||||
* [自动化操作MCP](https://github.com/Daotin/ai-coding/issues/20) (2025-10-28)
|
||||
* [Figma远程MCP](https://github.com/Daotin/ai-coding/issues/19) (2025-10-28)
|
||||
* [Claude Code使用教程](https://github.com/Daotin/ai-coding/issues/18) (2025-10-28)
|
||||
* [UI原型图+设计稿+Vibe Coding](https://github.com/Daotin/ai-coding/issues/17) (2025-10-28)
|
||||
* [最佳AI开发工作流](https://github.com/Daotin/ai-coding/issues/16) (2025-10-28)
|
||||
* [出海独立开发穷鬼全家桶](https://github.com/Daotin/ai-coding/issues/15) (2025-10-28)
|
||||
* [UI原型图+设计稿](https://github.com/Daotin/ai-coding/issues/4) (2025-10-27)
|
||||
|
||||
## AI经验
|
||||
|
||||
* [AGENTS.md](https://github.com/Daotin/ai-coding/issues/44) (2025-12-15)
|
||||
* [【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)
|
||||
* [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)
|
||||
* [Vibe Coding 工作流LLM模型选择](https://github.com/Daotin/ai-coding/issues/27) (2025-10-28)
|
||||
* [Codex使用技巧](https://github.com/Daotin/ai-coding/issues/26) (2025-10-28)
|
||||
* [【摘录】AI Coding，其实很像做技术管理](https://github.com/Daotin/ai-coding/issues/9) (2025-10-28)
|
||||
* [Andrej Karpathy 的 Vibe Coding 技巧](https://github.com/Daotin/ai-coding/issues/7) (2025-10-27)
|
||||
* [cursor引入外部文档的方式](https://github.com/Daotin/ai-coding/issues/6) (2025-10-27)
|
||||
|
||||
## AI科普
|
||||
|
||||
* [MCP 和 Agent Skills 的核心区别](https://github.com/Daotin/ai-coding/issues/45) (2025-12-21)
|
||||
|
||||
## AI实战
|
||||
|
||||
* [Todo](https://github.com/Daotin/ai-coding/issues/36) (2025-10-29)
|
||||
- [ ] AI+监控系统：监控大屏中，对于错误，增加 AI 修复建议
|
||||
- [ ] 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）
|
||||
- [ ] AI+Agent（参考 [NC VSCode IDE](https://mp.weixin.qq.com/s/GwNnkuDvbDDLjp0MHtypQw)）
|
||||
- [ ] 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)）
|
||||
* [小红书内容生成器(AI Agent)](https://github.com/Daotin/ai-coding/issues/14) (2025-10-28)
|
||||
* [AI+游戏设计](https://github.com/Daotin/ai-coding/issues/13) (2025-10-28)
|
||||
* [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)
|
||||
* [自动删除 FG](https://github.com/Daotin/ai-coding/issues/1) (2025-10-27)
|
||||
|
||||
## AI思考
|
||||
|
||||
* [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)
|
||||
* [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)
|
||||
|
||||
## AI提示词
|
||||
|
||||
* [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)
|
||||
* [AI洞察](https://github.com/Daotin/ai-coding/issues/25) (2025-10-28)
|
||||
* [递归法写Prompt](https://github.com/Daotin/ai-coding/issues/24) (2025-10-28)
|
||||
* [【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)
|
||||
* [AI+landing page](https://github.com/Daotin/ai-coding/issues/22) (2025-10-28)
|
||||
* [AI+PPT](https://github.com/Daotin/ai-coding/issues/21) (2025-10-28)
|
||||
* [AI设计网页svg](https://github.com/Daotin/ai-coding/issues/12) (2025-10-28)
|
||||
* [APP设计稿](https://github.com/Daotin/ai-coding/issues/3) (2025-10-27)
|
||||
|
||||
## MCP
|
||||
|
||||
* [Todo](https://github.com/Daotin/ai-coding/issues/37) (2025-10-29)
|
||||
- [ ] 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。
|
||||
- [ ] 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。
|
||||
- [ ] API MCP：连接后端数据库，做前端 mock 代码生成
|
||||
* [自动化操作MCP](https://github.com/Daotin/ai-coding/issues/20) (2025-10-28)
|
||||
* [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)
|
||||
<!-- ISSUES-LIST:END -->
|
||||
|
||||
# License
|
||||
|
||||
[MIT License](./LICENSE)
|
||||
@@ -0,0 +1,28 @@
|
||||
{
|
||||
"createdAt": "2025-10-27T08:40:02Z",
|
||||
"defaultBranchRef": {
|
||||
"name": "main"
|
||||
},
|
||||
"description": "AI Coding 方法论，经验分享汇总",
|
||||
"forkCount": 6,
|
||||
"homepageUrl": "",
|
||||
"isArchived": false,
|
||||
"isFork": false,
|
||||
"isMirror": false,
|
||||
"latestRelease": null,
|
||||
"licenseInfo": {
|
||||
"key": "mit",
|
||||
"name": "MIT License",
|
||||
"nickname": ""
|
||||
},
|
||||
"nameWithOwner": "Daotin/ai-coding",
|
||||
"primaryLanguage": null,
|
||||
"pushedAt": "2026-01-24T13:27:57Z",
|
||||
"repositoryTopics": null,
|
||||
"stargazerCount": 65,
|
||||
"updatedAt": "2026-07-02T10:34:32Z",
|
||||
"url": "https://github.com/Daotin/ai-coding",
|
||||
"watchers": {
|
||||
"totalCount": 0
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,114 @@
|
||||
[
|
||||
{
|
||||
"name": ".github",
|
||||
"path": ".github",
|
||||
"sha": "f3e1f80647a43b2ea3d05c74627e644fbb66a5a8",
|
||||
"size": 0,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/.github?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/tree/main/.github",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/trees/f3e1f80647a43b2ea3d05c74627e644fbb66a5a8",
|
||||
"download_url": null,
|
||||
"type": "dir",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/.github?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/trees/f3e1f80647a43b2ea3d05c74627e644fbb66a5a8",
|
||||
"html": "https://github.com/Daotin/ai-coding/tree/main/.github"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": ".gitignore",
|
||||
"path": ".gitignore",
|
||||
"sha": "832bf5731fff19fbd187b82227368466820f9015",
|
||||
"size": 290,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/.gitignore?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/blob/main/.gitignore",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/832bf5731fff19fbd187b82227368466820f9015",
|
||||
"download_url": "https://raw.githubusercontent.com/Daotin/ai-coding/main/.gitignore",
|
||||
"type": "file",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/.gitignore?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/832bf5731fff19fbd187b82227368466820f9015",
|
||||
"html": "https://github.com/Daotin/ai-coding/blob/main/.gitignore"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "BACKUP",
|
||||
"path": "BACKUP",
|
||||
"sha": "a6d6e7c090616bae27f3be223b6edb586359489d",
|
||||
"size": 0,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/BACKUP?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/tree/main/BACKUP",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/trees/a6d6e7c090616bae27f3be223b6edb586359489d",
|
||||
"download_url": null,
|
||||
"type": "dir",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/BACKUP?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/trees/a6d6e7c090616bae27f3be223b6edb586359489d",
|
||||
"html": "https://github.com/Daotin/ai-coding/tree/main/BACKUP"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "LICENSE",
|
||||
"path": "LICENSE",
|
||||
"sha": "c8d4aa9f1a25f65281532f55a3d16b444c7263f8",
|
||||
"size": 1063,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/LICENSE?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/blob/main/LICENSE",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/c8d4aa9f1a25f65281532f55a3d16b444c7263f8",
|
||||
"download_url": "https://raw.githubusercontent.com/Daotin/ai-coding/main/LICENSE",
|
||||
"type": "file",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/LICENSE?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/c8d4aa9f1a25f65281532f55a3d16b444c7263f8",
|
||||
"html": "https://github.com/Daotin/ai-coding/blob/main/LICENSE"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "README.md",
|
||||
"path": "README.md",
|
||||
"sha": "f0b7abe6849f9d1da9d7e25ac914798a9a8e52c1",
|
||||
"size": 6109,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/README.md?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/blob/main/README.md",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/f0b7abe6849f9d1da9d7e25ac914798a9a8e52c1",
|
||||
"download_url": "https://raw.githubusercontent.com/Daotin/ai-coding/main/README.md",
|
||||
"type": "file",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/README.md?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/f0b7abe6849f9d1da9d7e25ac914798a9a8e52c1",
|
||||
"html": "https://github.com/Daotin/ai-coding/blob/main/README.md"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "package-lock.json",
|
||||
"path": "package-lock.json",
|
||||
"sha": "5e9ab40f96adc7d1d194e91326f91e7bc54acde1",
|
||||
"size": 7646,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/package-lock.json?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/blob/main/package-lock.json",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/5e9ab40f96adc7d1d194e91326f91e7bc54acde1",
|
||||
"download_url": "https://raw.githubusercontent.com/Daotin/ai-coding/main/package-lock.json",
|
||||
"type": "file",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/package-lock.json?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/5e9ab40f96adc7d1d194e91326f91e7bc54acde1",
|
||||
"html": "https://github.com/Daotin/ai-coding/blob/main/package-lock.json"
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "package.json",
|
||||
"path": "package.json",
|
||||
"sha": "a0632d63c2fe76652a91aa93408a6f3f3a96ee3f",
|
||||
"size": 243,
|
||||
"url": "https://api.github.com/repos/Daotin/ai-coding/contents/package.json?ref=main",
|
||||
"html_url": "https://github.com/Daotin/ai-coding/blob/main/package.json",
|
||||
"git_url": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/a0632d63c2fe76652a91aa93408a6f3f3a96ee3f",
|
||||
"download_url": "https://raw.githubusercontent.com/Daotin/ai-coding/main/package.json",
|
||||
"type": "file",
|
||||
"_links": {
|
||||
"self": "https://api.github.com/repos/Daotin/ai-coding/contents/package.json?ref=main",
|
||||
"git": "https://api.github.com/repos/Daotin/ai-coding/git/blobs/a0632d63c2fe76652a91aa93408a6f3f3a96ee3f",
|
||||
"html": "https://github.com/Daotin/ai-coding/blob/main/package.json"
|
||||
}
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,38 @@
|
||||
version: 1
|
||||
domain_id: daotin-ai-coding
|
||||
object:
|
||||
type: github_repository
|
||||
name: Daotin/ai-coding
|
||||
url: https://github.com/Daotin/ai-coding
|
||||
pulled_at: '2026-07-02T22:47:14+00:00'
|
||||
puller: scripts/fetch-research-raw.py
|
||||
files:
|
||||
- path: repository/
|
||||
kind: git-working-tree
|
||||
status: ok
|
||||
source: 'git clone --depth=1 --single-branch --no-tags https://github.com/Daotin/ai-coding.git docs/research/daotin-ai-coding/raw/repository'
|
||||
- path: github-repo.raw.json
|
||||
kind: repository-metadata
|
||||
status: ok
|
||||
source: 'gh repo view Daotin/ai-coding --json nameWithOwner,url,description,homepageUrl,isArchived,isFork,isMirror,defaultBranchRef,licenseInfo,primaryLanguage,repositoryTopics,stargazerCount,forkCount,watchers,createdAt,updatedAt,pushedAt,latestRelease --jq .'
|
||||
- path: github-readme.raw.md.txt
|
||||
kind: readme
|
||||
status: ok
|
||||
source: 'gh api repos/Daotin/ai-coding/readme -H Accept: application/vnd.github.raw'
|
||||
- path: github-license.raw.txt
|
||||
kind: license
|
||||
status: ok
|
||||
source: 'gh api repos/Daotin/ai-coding/license -H Accept: application/vnd.github.raw'
|
||||
- path: github-root-contents.raw.json
|
||||
kind: root-contents
|
||||
status: ok
|
||||
source: 'gh api repos/Daotin/ai-coding/contents'
|
||||
- path: github-languages.raw.json
|
||||
kind: languages
|
||||
status: ok
|
||||
source: 'gh api repos/Daotin/ai-coding/languages'
|
||||
- path: github-latest-release.raw.json
|
||||
kind: latest-release
|
||||
status: missing_or_error
|
||||
source: 'gh api repos/Daotin/ai-coding/releases/latest'
|
||||
message: 'gh: Not Found (HTTP 404)'
|
||||
Reference in New Issue
Block a user