refactor: move research domain to repository root (#58)

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.
2026-08-18 13:28:11 +00:00 · 2026-07-11 22:18:37 +08:00
parent 16f5e03c78
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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
+├── deep-dive.md # L2 结构深度研究、关键机制、迁移边界和验证任务
+└── 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 `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` 和 `make test`。
@@ -0,0 +1,59 @@
+# 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。 |
+| [deep-dive.md](deep-dive.md) | L2 结构深度研究、关键机制、迁移边界和验证任务。 |
+| [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。
+- [deep-dive.md](deep-dive.md) - L2 结构深度研究、关键机制、迁移边界和验证任务。
+- [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，再读 `deep-dive.md` 的 L2 证据，
+  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 URL：https://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 +1,64 @@
+# ai-for-developers/awesome-vibe-coding 研究分析
+
+## 本轮结论
+
+`ai-for-developers/awesome-vibe-coding` 的核心价值不是深度判断，而是轻量资源雷达。它用一个
+README 把 Web builder、IDE、移动工具、插件、本地应用和 CLI 工具粗分出来，适合帮助本仓发现
+候选资源和补分类词表。
+
+本仓不能直接复制它的条目，因为它缺少结构化字段、状态、许可证、最后检查时间和采用风险。正确用法是：
+把它作为 `assets/external-resources/` 的候选输入源，经过二次筛选后再进入本地资源注册表。
+
+## 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
+- 原始仓库：`raw/repository/`
+- 原始来源清单：`raw/sources.yml`
+- 事实摘要：`domain.yml`
+
+## 对标拆解
+
+| 项 | 内容 |
+|:---|:---|
+| 参考对象 | `ai-for-developers/awesome-vibe-coding` |
+| 它解决的核心问题 | 快速发现 Vibe Coding 工具生态中的候选对象 |
+| 核心机制 | 单 README 分类索引，按工具形态组织入口 |
+| 真正带来结果的动作 | 用低成本分类让读者知道生态里有哪些工具族 |
+| 可迁移做法 | 补充本仓资源分类、发现候选工具、观察工具族变化 |
+| 不可迁移条件 | 不直接复制条目，不把 awesome list 当推荐结论 |
+| 下一步试用动作 | 抽取分类词，与 `assets/external-resources/categories.yml` 做对照 |
+
+## 改良迭代
+
+| 改良目标 | 原模式 | 本仓版本 | 验证指标 |
+|:---|:---|:---|:---|
+| 资源发现 | README 手工分类 | 候选资源进入本地注册表前先二次筛选 | 新资源有 category、source、status、last_checked |
+| 分类补齐 | Web / IDE / CLI 等工具族 | 本仓资源 category 增加缺失工具族 | 分类能覆盖 Web builder、IDE agent、CLI、plugin、local app |
+| 候选升级 | 条目停留在列表 | 高价值条目升级为独立研究域 | 进入 P1/P2 候选必须有采用理由和风险 |
+
+## 可迁移清单
+
+- 使用它补全 Vibe Coding 工具族分类。
+- 将条目作为资源候选，不作为最终推荐。
+- 对重复出现的工具族提取关键词，反馈到关键词系统。
+- 对高频出现的 coding agent、IDE agent、CLI 工具建立 P1/P2 研究候选。
+
+## 不可迁移清单
+
+- 不复制整张 awesome list。
+- 不把没有许可证、维护状态和风险说明的条目放进推荐区。
+- 不把它当作学习路径或工程规范。
+
+## 验证动作
+
+| 动作 | 成功信号 | 失败信号 |
+|:---|:---|:---|
+| 抽取分类词并对照本仓资源分类 | 发现缺失分类并能补齐 | 分类无变化，只多一批链接 |
+| 抽样 20 条资源做二次筛选 | 每条有采用/不采用理由 | 仍然只是链接搬运 |
+| 挑出 3 个高价值工具进入候选研究 | 能说明为什么值得深挖 | 候选没有优先级和风险 |
+
+## 沉淀判断
+
+- 稳定结果进入 `assets/external-resources/` 和 `metadata/taxonomy.yml`。
+- 本研究域保持 P3 低频雷达，不升级为方法论主线。
@@ -0,0 +1,74 @@
+# ai-for-developers/awesome-vibe-coding 深度研究
+
+## 研究级别
+
+- 当前级别：L2 结构深度研究。
+- 研究对象：`ai-for-developers/awesome-vibe-coding`。
+- 证据来源：本目录 `raw/` 下的 GitHub 元数据、README 快照和本地仓库工作树。
+- 观察日期：2026-07-03。
+
+## L2 结论
+
+`ai-for-developers/awesome-vibe-coding` 的核心价值不是方法论，而是轻量生态雷达。它用单个
+README 把 Vibe Coding 相关工具、文章、项目文档、CLI、IDE、插件、监控和任务管理入口压成一张
+候选清单，适合发现资源缺口和观察生态分类。
+
+对本仓最重要的启发是：awesome list 只能作为候选入口，不能直接成为推荐结论。资源一旦进入
+本仓，需要经过分类、去重、许可证、维护状态、最后检查时间和采用理由等治理字段。
+
+## 本地证据
+
+- `raw/repository/readme.md`：主清单入口，按工具形态组织资源。
+- `raw/github-root-contents.raw.json`：仓库根目录事实，显示该项目主要由单一 README 承载。
+- `raw/github-languages.raw.json`：语言统计为空，说明它不是代码产品或课程仓库。
+- `raw/sources.yml`：`license` 和 `latest-release` 抓取均为缺失或错误，说明采用前必须二次核验。
+- `domain.yml`：当前优先级为 P3，研究方向为 `ecosystem-index`。
+
+## 关键机制
+
+### 低摩擦收集入口
+
+单 README 清单降低了贡献和阅读门槛。它适合快速收集候选工具，但也意味着事实字段、验证状态和
+生命周期管理都很弱。
+
+### 按工具形态分类
+
+README 将资源分散到 Web builder、IDE、mobile tool、extension、desktop/local app、CLI tool、
+task management、monitoring、documentation 和 article 等类别。这个分类方式能帮助本仓检查
+资源库是否缺少某类入口。
+
+### 生态雷达而非采用证据
+
+项目本身没有测试、脚本、schema、资源状态字段或许可证治理。它可以告诉我们“有哪些候选对象”，
+但不能告诉我们“哪些对象应该被本仓推荐”。
+
+## 可迁移模式
+
+- 用轻量清单发现本仓资源分类缺口。
+- 把 Web、IDE、CLI、插件、桌面、本地、监控、文档和文章作为资源候选维度。
+- 将每个候选资源先进入 `assets/external-resources/` 或研究域，而不是直接进入稳定教程。
+- 为 awesome list 类资源设置低优先级观察状态，只有被验证后才升级到 P1/P2。
+- 对缺少许可证、release、维护状态的资源建立默认风险标记。
+
+## 对本仓的影响
+
+本仓不应该把该项目内容照搬到资源页，而应该把它作为资源治理的输入：
+
+- 对照本仓资源表，检查是否缺少 IDE、CLI、插件、监控、任务管理和项目文档类资源。
+- 把候选资源转换为结构化字段：名称、类别、来源、许可证、状态、最后检查时间和采用理由。
+- 将高价值候选对象单独拆成研究域，避免继续做大杂烩索引。
+- 在 `research-transfer-synthesis.md` 中保留它的定位：轻量工具分类雷达。
+
+## 风险和待验证项
+
+- 缺少许可证信息，不能直接复制内容或列表结构作为本仓稳定资产。
+- 单 README 清单容易过期，必须以本仓刷新日期和二次核验为准。
+- 该项目没有工程闭环，不能支撑 scripts、workflow 或 skills 的设计结论。
+- stars 和更新时间属于动态事实，后续引用前必须重新核验 GitHub。
+
+## 下一步 L3 验证任务
+
+- 抽取 20 个候选资源进入本仓资源候选表，补齐类别、许可证、状态和最后检查时间。
+- 对照本仓资源库，找出当前缺失的工具形态分类。
+- 为 awesome list 类来源增加 `radar_only` 或等价状态，防止被误读为正式推荐。
+- 将被多源交叉验证的候选对象升级为独立研究域，而不是继续堆在资源清单里。
@@ -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` 或 `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 @@
+{}
@@ -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 you’re not sure where it’s 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.
+* [Vercel’s 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 Cursor’s 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) — AWS’s 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.
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