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
2026-07-03 08:20:22 +08:00
committed by GitHub
parent 2253a46935
commit a8099f52fe
254 changed files with 28589 additions and 165 deletions
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# ai-for-developers/awesome-vibe-coding 研究域 Agent 指南
本目录维护 `ai-for-developers/awesome-vibe-coding` 的独立研究域。
## 目录职责
```text
ai-for-developers-awesome-vibe-coding/
├── README.md # 研究域入口和判断层
├── AGENTS.md # 本目录维护规则
├── domain.yml # 事实摘要层:仓库元数据、研究角色、来源证据
└── raw/ # 原始事实层:拉取到本地的一手材料快照
```
## 维护规则
- 本目录只研究 `ai-for-developers/awesome-vibe-coding`,不要混入其他仓库的横向比较正文。
- 动态事实必须写入 `domain.yml.github_observed`,并更新 `observed_at`
- `raw/` 保存原始事实层,必须通过 `python3 scripts/fetch-research-raw.py` 刷新。
- 不手工改写 `raw/*.raw.*` 文件;稳定事实摘要再同步到 `domain.yml`
- README 只写判断、定位、使用方式和后续观察点,不堆外部 README 全文。
- 如果需要横向比较,在 `docs/research/README.md` 或新的对比文档中处理,不把本目录重新变成聚合域。
- 修改后运行 `make sync-doc-toc``make test`
@@ -0,0 +1,56 @@
# ai-for-developers/awesome-vibe-coding 研究域
## 字多不看
- 本目录研究 `ai-for-developers/awesome-vibe-coding` 这个外部仓库。
- 当前优先级:P3;研究角色:精选 Vibe Coding 资料清单。
- GitHub 动态事实放在 `domain.yml`,观测日期为 2026-07-03。
## 快速导航
| 文档 | 定位 |
|:---|:---|
| [domain.yml](domain.yml) | 仓库事实快照、研究方向、优先级和来源证据。 |
| [analysis.md](analysis.md) | 本研究域的结构化研究结果、可借鉴点、风险和下一轮任务。 |
| [AGENTS.md](AGENTS.md) | 本研究域维护规则。 |
<details>
<summary><strong>完整细粒度目录(点击展开/收起)</strong></summary>
### 细粒度目录
- [domain.yml](domain.yml) - 仓库事实快照、研究方向、优先级和来源证据。
- [analysis.md](analysis.md) - 本研究域的结构化研究结果、可借鉴点、风险和下一轮任务。
- [AGENTS.md](AGENTS.md) - 本研究域维护规则。
</details>
## 使用方式
- 先读本 README 的判断,再读 `analysis.md` 的结构化研究结论,最后读 `domain.yml` 的事实字段。
- 需要引用 stars、forks、release、归档状态时,先重新核验 GitHub。
- 如果形成稳定方法论,再迁入 concepts、references、workflow 或 skills。
## 正文
### 研究定位
`ai-for-developers/awesome-vibe-coding` 的当前研究定位是:精选 Vibe Coding 资料清单。
### 当前判断
适合作为 awesome-vibe-coding 的补充索引。
### 观察字段
- GitHub URLhttps://github.com/ai-for-developers/awesome-vibe-coding
- 当前研究方向:`ecosystem-index`
- 当前优先级:P3
- 当前归档状态:`false`
- 主要语言:`None`
### 后续观察
- 是否有稳定文档结构、命令入口和可复用工作流。
- 是否能反哺本仓库的 concepts、references、workflow 或 skills。
- 是否存在许可证、归档状态、维护活跃度或生态迁移风险。
@@ -0,0 +1,44 @@
# ai-for-developers/awesome-vibe-coding 研究分析
## 本轮结论
- 这是轻量级 awesome list,价值在于补充 Vibe Coding 工具和资料的横向发现,不适合作为方法论主线。
- 仓库本体几乎只有 `readme.md`,说明它的核心资产是人工维护的分类索引,而不是可运行系统。
- 更适合作为外部资源发现源和分类词表来源,后续应把稳定条目沉淀到 `assets/external-resources/`,而不是直接复制列表。
## 本地证据
- 研究对象:`ai-for-developers/awesome-vibe-coding`
- 当前研究角色:精选 Vibe Coding 资料清单
- 本轮成熟度:L1 初步理解
- 原始仓库:`raw/repository/`
- 原始来源清单:`raw/sources.yml`
- 事实摘要:`domain.yml`
## 结构观察
- 根目录只有 `readme.md`,没有脚本、测试、数据源或生成管线。
- README 以 Web-Based Builders、Editors and IDEs、Mobile Tools、Extensions & Plugins、Desktop & Local Apps、CLI Tools 等类别组织。
- 结构更偏资源目录,不承担工程实现、课程或 Agent 工作流定义。
## 可借鉴点
- 可借鉴它对 Vibe Coding 工具生态的分类标签,用于补充本仓外部资源注册表的 category 体系。
- 适合作为低频巡检对象:只提取新增高质量工具,不跟随每个条目做深度研究。
- 可用它校验本仓是否遗漏 Web builder、IDE、CLI、local app、plugin 等工具族。
## 风险和边界
- 没有机器可读数据源,质量依赖维护者手工更新。
- 缺少采用判断和风险说明,不能直接作为推荐清单。
- 条目多但深度浅,进入本仓前必须二次筛选。
## 下一轮研究任务
- 抽取其分类体系,与 `assets/external-resources/categories.yml` 做对照。
- 只选择与 coding agent、CLI、IDE agent 强相关的条目进入深度研究候选。
## 沉淀判断
- 本轮只完成 L1 理解,不直接迁入 concepts、references、workflow 或 skills。
- 只有经过 L2 源码阅读、实验验证或交叉对照后的结论,才进入稳定层。
@@ -0,0 +1,46 @@
version: 1
repo:
name: ai-for-developers/awesome-vibe-coding
source_name: ai-for-developers/awesome-vibe-coding
url: https://github.com/ai-for-developers/awesome-vibe-coding
research:
domain_id: ai-for-developers-awesome-vibe-coding
domain_name: ai-for-developers/awesome-vibe-coding 研究域
primary_direction: ecosystem-index
role: 精选 Vibe Coding 资料清单
priority: 3
why_study: 适合作为 awesome-vibe-coding 的补充索引。
github_observed:
observed_at: '2026-07-03'
source: gh repo view
stars: 767
forks: 166
archived: false
language: null
license: null
default_branch: main
pushed_at: '2026-04-18T13:36:43Z'
updated_at: '2026-07-02T14:24:51Z'
latest_release: null
homepage: ''
topics:
- ai
- ai-app-builder
- ai-ide
- vibe
- vibe-coding
- vibecoding
- awesome-vibe-coding
- ai-agents
- ai-tools
- awesome-ai
- awesome-ai-tools
- awesome-list
- vibecode
- vibecoding-tool
source_evidence:
file: ChatGPT-中文Vibe Coding仓库 (2).md
line: 50
maintenance:
fact_policy: GitHub 动态字段只代表 observed_at 当日快照,更新结论前必须重新核验。
split_policy: 本目录已经是一等研究域;更深分析放入本目录新增文档。
@@ -0,0 +1,12 @@
# raw/ Agent 指南
本目录是 `ai-for-developers/awesome-vibe-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``decisions.md`
@@ -0,0 +1,16 @@
# raw 事实层
本目录保存 `ai-for-developers/awesome-vibe-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 +1,177 @@
# Awesome Vibe Coding [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
> A hand-picked collection of tools and references for building software with the help of AI—through prompts, iterations, and exploration.
## Overview
This list focuses on tools and workflows where AI plays a central role in the development process. Instead of traditional coding, this approach emphasizes describing ideas, iterating quickly, and trusting the process—even when youre not sure where its headed.
*You can find a searchable, more detailed list on [AI For Developers](https://aifordevelopers.org)*
----
**Reach thousands of developers building with AI by sponsoring this list, our [newsletter](https://aifordevelopers.substack.com/) and [AI For Developers](https://aifordevelopers.org/). Contact us at [aifordevelopers.org/advertise](https://aifordevelopers.org/advertise)**
----
## Table of Contents
* [What is](#what-is)
* [Web-Based Builders](#web-based-builders)
* [Editors and IDEs](#editors-and-ides)
* [Mobile Tools](#mobile-tools)
* [Extensions & Plugins](#extensions--plugins)
* [Desktop & Local Apps](#desktop--local-apps)
* [CLI Tools](#cli-tools)
* [AI-Driven Task Management](#ai-driven-task-management)
* [Monitoring & Cost Tracking](#monitoring--cost-tracking)
* [Project Documentation](#project-documentation)
* [Articles & Updates](#articles--updates)
* [Contributing](#contributing)
---
## What is
* [Karpathy on the "vibe coding" mindset](https://x.com/karpathy/status/1886192184808149383) — Not traditional coding. More like shaping software through language and intuition.
* [AI Coding Guide by Automata](https://github.com/automata/aicodeguide) — A structured starting point for newcomers using AI-first development approaches.
---
## Web-Based Builders
* [Bolt.new](https://bolt.new/) — Rapidly prototype and launch web and mobile apps by prompting.
* [Lovable](https://lovable.dev/) — Full-stack applications from simple ideas.
* [Vercels v0](https://v0.dev/chat) — Helps design and implement UIs from natural language.
* [Capacity](https://capacity.so/) — Create production-ready web apps in minutes.
* [CHAI.new](https://chai.new) — Code and deploy AI agents with prompts.
* [Replit](https://replit.com/) — Type what you want and let the AI construct it.
* [Create](https://www.create.xyz/) — Converts text prompts into usable tools or websites.
* [Trickle](https://www.trickle.so/) — AI-based visual builder for websites and apps.
* [Tempo](https://www.tempo.new/) — Build React projects much faster through AI assistance.
* [Softgen](https://softgen.ai/) — Describe a concept and generate a working full-stack app.
* [Lazy AI](https://getlazy.ai/) — Enterprise-focused prompt-based application builder.
* [HeyBoss](https://www.heyboss.xyz/) — Generate functional websites quickly.
* [Creatr](https://getcreatr.com/) — Build landing pages and simple apps instantly.
* [Rork](https://rork.app/) — A tool focused on generating mobile apps.
* [Firebase Studio](https://studio.firebase.google.com/) — Google's take on agent-driven full-stack development.
* [Napkins](https://www.napkins.dev/) — Converts mockups or screenshots into working code.
* [HeroUI Chat](https://heroui.chat/) — Build interfaces without design expertise.
* [Rocket.new](https://www.rocket.new/) — Low-code experience for shipping apps.
* [embedible.io](https://embedible.io/) - AI that transforms your electronics ideas into working projects.
* [FlyPloy](https://flyploy.com/en) — A modern application deployment platform that simplifies global delivery with one-click deploys, Docker, and Kubernetes support. Ideal for launching AI-assisted applications in seconds.
* [MyVibe](https://myvibe.so/) — Instant deployment for AI-generated web apps. Publish via Claude Code skills or direct upload.
* [Rosebud AI](https://rosebud.ai) — Vibe coding platform for creating 3D games and interactive web apps with AI.
* [Forge](https://forge-web.rebaselabs.online/) — AI-powered full-stack app creator with BYOK (bring your own API key). Multi-stage pipeline: planning, architecture, code generation, and verification.
---
## Editors and IDEs
* [Windsurf](https://codeium.com/windsurf) — AI-focused development environment by Codeium.
* [Cursor](https://www.cursor.com/) — One of the most advanced AI-first code editors.
* [Zed](https://zed.dev/) — Built for real-time team collaboration with AI assistance.
* [Amazon Kiro](https://kiro.dev) — An AI-powered IDE from prototype to production.
---
## Mobile Tools
* [VibeCode](https://www.vibecodeapp.com/) — A mobile-first app creator powered by AI.
* [IM.codes](https://github.com/im4codes/imcodes) — Mobile/web control layer for Claude Code, Codex, Gemini CLI, and other terminal-based coding agents.
---
## Extensions & Plugins
* [Cline](https://cline.bot/) — Connects to your CLI and editor, interprets natural commands.
* [Roo Code](https://github.com/RooVetGit/Roo-Code) — An enhanced version of Cline.
* [avante.nvim](https://github.com/yetone/avante.nvim) — Neovim integration modeled after Cursors AI features.
* [Prompt Tower](https://github.com/backnotprop/prompt-tower) — A prompt creation interface supporting complex code blocks.
* [Augment Code](https://www.augmentcode.com/) — Tailored for navigating and working with large repositories.
* [Continue](https://github.com/continuedev/continue) — Build your own in-editor AI agents using plugins and rules.
* [GitHub Copilot](https://github.com/features/copilot) — Integrated assistant offering code suggestions, chats, and context-aware actions.
* [Amazon Q](https://aws.amazon.com/q/developer) — AWSs generative AI solution for developers.
* [Superdesign](https://www.superdesign.dev/) — AI design agent for fast UI iterations.
* [toprank](https://github.com/nowork-studio/toprank) — Open-source Claude Code plugin with 9 SEO and Google Ads skills. Connects Google Search Console, PageSpeed Insights, and Google Ads API; ships meta tag and schema markup fixes to WordPress/Strapi/Contentful/Ghost. MIT, 107⭐.
* [dbForge AI Assistant](https://www.devart.com/dbforge/ai-assistant/) - Integrated AI tool that generates, optimizes, explains, and fixes SQL queries.
* [Frontman](https://github.com/frontman-ai/frontman) — Open-source AI agent that lives in your browser — click any element, describe changes in plain English, and get real code edits with hot reload. Works with Next.js, Vite, and Astro.
* [Mysti](https://github.com/DeepMyst/Mysti) - Multi-agent AI coding assistant for VS Code with brainstorm mode. Supports Claude Code, Codex, Gemini, Cline, and GitHub Copilot.
* [AgentLint](https://github.com/0xmariowu/AgentLint) — 33 evidence-backed checks for AI-friendly repos — file structure, instruction quality, build setup, session continuity, security posture. Claude Code plugin.
---
## Desktop & Local Apps
* [Dyad](https://www.dyad.sh/) — A lightweight, local platform for creating AI-driven apps without depending on the cloud.
* [ClaudeCode Launchpad CLI](https://github.com/noambrand/kivun-terminal) — Windows & macOS installer and launcher for Claude Code. 2-minute setup: auto-installs Node.js, Git & Claude Code; adds a live two-line status bar (model, context %, usage limits), desktop shortcut with folder picker, and right-click "Open with ClaudeCode Launchpad CLI" context menu on Windows folders.
---
## CLI Tools
* [claude-code](https://github.com/anthropics/claude-code) — Works across codebases, provides explanations, automates tasks.
* [memov](https://github.com/memovai/memov) — Git-based, traceable memory layer for Claude Code.
* [aider](https://aider.chat/) — Code side-by-side with AI from your terminal.
* [Goose](https://block.github.io/goose/) — Local agent framework compatible with multiple models.
* [MyCoder.ai](https://github.com/drivecore/mycoder) — Modular agent with GitHub integration.
* [RA.Aid](https://github.com/ai-christianson/RA.Aid) — Task-based AI built with LangGraph.
* [CodeSelect](https://github.com/maynetee/codeselect) — Sends structured source context to LLMs.
* [OpenAI Codex CLI](https://github.com/openai/codex) — Experimental terminal assistant.
* [Gemini CLI](https://github.com/google-gemini/gemini-cli) — Terminal assistant built around Google Gemini.
* [ReviewCerberus](https://github.com/Kirill89/reviewcerberus) - Open-source AI code review tool for analyzing git branch differences with comprehensive security, performance, and quality analysis.
* [OpenPaw](https://github.com/daxaur/openpaw) — Turns Claude Code into a personal assistant with 38 skills for email, calendar, Spotify, smart home, and more.
* [Autohand Code CLI](https://github.com/autohandai/code-cli) — Self-evolving autonomous coding agent for the terminal with 40+ tools, multi-LLM support, and a modular skills system.
* [Bernstein](https://github.com/chernistry/bernstein) — Deterministic orchestrator for vibe coding at scale. Spawns parallel AI coding agents from a single goal, verifies with tests, auto-commits.
* [sober-coding](https://github.com/voidborne-d/sober-coding) — Vibe code quality analyzer. 27 checks across security, architecture, duplication, error handling, dependencies, testing, and dead code. Language-agnostic with fix suggestions and CI mode.
* [VibeGrid](https://github.com/jcanizalez/vibegrid) — Multi-agent terminal manager with task queues, workflow automation, and inline diff review.
---
## AI-Driven Task Management
* [Boomerang Tasks](https://docs.roocode.com/features/boomerang-tasks) — Automatically turns big ideas into task queues.
* [Claude Task Master](https://github.com/eyaltoledano/claude-task-master) — Compatible with popular AI IDEs, breaks down work into subtasks.
* [agent-hub](https://github.com/Dominic789654/agent-hub) — Local-first multitask board for routing, sequencing, and observing repo-local coding agents across projects.
---
## Monitoring & Cost Tracking
* [Budi](https://github.com/siropkin/budi) — Local-first cost analytics for AI coding agents. Tracks token usage and spend across Claude Code and Cursor.
---
## Project Documentation
* [CodeGuide](https://www.codeguide.dev/) — Tool that builds documentation for AI-built projects.
* [LynxPrompt](https://github.com/GeiserX/LynxPrompt) — Self-hostable AI config management platform for teams. Manages AGENTS.md, CLAUDE.md, .cursor/rules/, slash commands, and 30+ formats.
* [Claude Code Mastery](https://github.com/ShipWithAI/claude-code-mastery) — Structured course for mastering Claude Code workflows, including security, automation, and multi-agent patterns.
---
## Articles & Updates
* [Prompt Engineering for Developers](https://addyo.substack.com/p/the-prompt-engineering-playbook-for)
* [What Vibe Coding Actually Means](https://theconversation.com/what-is-vibe-coding-a-computer-scientist-explains-what-it-means-to-have-ai-write-computer-code-and-what-risks-that-can-entail-257172)
* [LLM Pair Programming](https://pmbanugo.me/blog/peer-programming-with-llms)
* [The Way of Code](https://www.thewayofcode.com/)
* [2025 Tooling Overview on LinkedIn](https://www.linkedin.com/pulse/state-vibe-coding-tools-may-2025-nufar-gaspar-x1znf)
* [Karpathy on Menus and Vibes](https://karpathy.bearblog.dev/vibe-coding-menugen/)
* [Fireship: Mindset Video](https://www.youtube.com/watch?v=Tw18-4U7mts)
* [Ars Technica on AI Development Futures](https://arstechnica.com/ai/2025/03/is-vibe-coding-with-ai-gnarly-or-reckless-maybe-some-of-both/)
* [The New Stack Everyone Can Program](https://thenewstack.io/vibe-coding-where-everyone-can-speak-computer-programming/)
* [NYTimes: Personal Vibe Coding Experience](https://www.nytimes.com/2025/02/27/technology/personaltech/vibecoding-ai-software-programming.html)
* [CodingButVibes What Is Vibe Coding](https://www.codingbutvibes.com/what-is-vibe-coding) — Practical breakdown of the vibe coding approach, with tool comparisons and real developer workflows.
* [Reddit: /r/vibecoding](https://www.reddit.com/r/vibecoding/)
* [Reddit: /r/ChatGPTCoding](https://www.reddit.com/r/ChatGPTCoding/)
* [Vibe Engineering](https://www.manning.com/books/vibe-engineering)
---
## Contributing
Found something interesting or built your own tool? Contributions are encouraged—see the [contribution guide](CONTRIBUTING.md) for details.
@@ -0,0 +1,67 @@
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@@ -0,0 +1,18 @@
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"name": "readme.md",
"path": "readme.md",
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version: 1
domain_id: ai-for-developers-awesome-vibe-coding
object:
type: github_repository
name: ai-for-developers/awesome-vibe-coding
url: https://github.com/ai-for-developers/awesome-vibe-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/ai-for-developers/awesome-vibe-coding.git docs/research/ai-for-developers-awesome-vibe-coding/raw/repository'
- path: github-repo.raw.json
kind: repository-metadata
status: ok
source: 'gh repo view ai-for-developers/awesome-vibe-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/ai-for-developers/awesome-vibe-coding/readme -H Accept: application/vnd.github.raw'
- path: github-license.raw.txt
kind: license
status: missing_or_error
source: 'gh api repos/ai-for-developers/awesome-vibe-coding/license -H Accept: application/vnd.github.raw'
message: 'gh: Not Found (HTTP 404)'
- path: github-root-contents.raw.json
kind: root-contents
status: ok
source: 'gh api repos/ai-for-developers/awesome-vibe-coding/contents'
- path: github-languages.raw.json
kind: languages
status: ok
source: 'gh api repos/ai-for-developers/awesome-vibe-coding/languages'
- path: github-latest-release.raw.json
kind: latest-release
status: missing_or_error
source: 'gh api repos/ai-for-developers/awesome-vibe-coding/releases/latest'
message: 'gh: Not Found (HTTP 404)'