{"schemaVersion":1,"generatedAt":"2026-07-22T04:00:00.000Z","cases":[{"schemaVersion":1,"id":"anthropic-feature-dev","slug":"anthropic-feature-dev","title":{"zh":"Anthropic 用多 Agent 工作流开发 Claude Code","en":"Anthropic uses a multi-agent workflow to develop Claude Code"},"creator":{"name":"Anthropic","descriptor":{"zh":"Claude Code 团队","en":"Claude Code team"},"url":"https://www.anthropic.com/"},"agents":["claude-code"],"tool":{"name":"feature-dev","kind":"plugin","status":"public-unverified","sourceUrl":"https://github.com/anthropics/claude-code/tree/main/plugins/feature-dev","catalogItemId":null},"outputType":"developer-tool","outcome":{"zh":"一套被 Anthropic 用于开发 Claude Code 的多 Agent 功能开发工作流。","en":"A multi-agent feature development workflow Anthropic says it uses to develop Claude Code."},"summary":{"zh":"Anthropic 在官方插件说明中直接给出 feature-dev，并明确称这是团队用于开发 Claude Code 的多 Agent 工作流。","en":"Anthropic's official plugin announcement names feature-dev and explicitly says the team uses this multi-agent workflow to develop Claude Code."},"process":[{"zh":"通过 Claude Code 插件市场添加 Anthropic 官方插件源。","en":"Add Anthropic's official plugin source through the Claude Code plugin marketplace."},{"zh":"安装 feature-dev，把功能开发组织为多个协作 Agent 的工作流。","en":"Install feature-dev to organize feature development as a coordinated multi-agent workflow."}],"evidence":[{"type":"official","url":"https://claude.com/blog/claude-code-plugins","claim":{"zh":"Anthropic 官方说明称 feature-dev 是他们用于开发 Claude Code 的多 Agent 工作流。","en":"Anthropic's official announcement says feature-dev is a multi-agent workflow they use to develop Claude Code."},"checkedAt":"2026-07-22T04:00:00.000Z"}],"artifacts":[{"type":"repository","label":{"zh":"feature-dev 源码目录","en":"feature-dev source directory"},"url":"https://github.com/anthropics/claude-code/tree/main/plugins/feature-dev"}],"limitations":{"zh":"官方说明证实了内部使用关系，但本站未独立复现其开发效果。该插件尚未进入 AgentHub CN 的 20 个审计条目。","en":"The official announcement verifies the usage relationship, but AgentHub CN has not independently reproduced its development results. The plugin is not one of the 20 audited catalog entries."},"featured":true},{"schemaVersion":1,"id":"garry-tan-gstack","slug":"garry-tan-gstack","title":{"zh":"Garry Tan 把 Claude Code 组织成完整产品团队","en":"Garry Tan turns Claude Code into a full product team"},"creator":{"name":"Garry Tan","descriptor":{"zh":"gstack 作者","en":"Author of gstack"},"url":"https://github.com/garrytan"},"agents":["claude-code"],"tool":{"name":"gstack","kind":"skill","status":"public-unverified","sourceUrl":"https://github.com/garrytan/gstack","catalogItemId":null},"outputType":"browser-tool","outcome":{"zh":"一套覆盖产品定义、工程评审、浏览器 QA 与发布的 Claude Code 工作流，并包含 GStack Browser 和侧边栏 Agent。","en":"A Claude Code workflow spanning product definition, engineering review, browser QA, and release, including GStack Browser and a sidebar agent."},"summary":{"zh":"仓库将 gstack 描述为 Garry Tan 的 Claude Code 配置，公开展示从思考、规划、构建到测试和发布的串联方式。","en":"The repository presents gstack as Garry Tan's Claude Code setup and documents a connected flow from thinking and planning through building, testing, and shipping."},"process":[{"zh":"用 office-hours 和多种评审技能形成设计文档、范围判断与工程计划。","en":"Use office-hours and review skills to produce design documents, scope decisions, and engineering plans."},{"zh":"实现后通过 review、QA 和 ship 串联代码审查、真实浏览器验证与发布。","en":"After implementation, connect code review, real-browser verification, and release through review, QA, and ship."},{"zh":"GStack Browser 提供受 Agent 控制的 Chromium，以及运行在侧边栏中的独立 Claude 会话。","en":"GStack Browser provides agent-controlled Chromium and an isolated Claude session in the browser sidebar."}],"evidence":[{"type":"repository","url":"https://github.com/garrytan/gstack","claim":{"zh":"项目仓库明确把 gstack 描述为 Garry Tan 的 Claude Code 配置，并记录 GStack Browser、侧边栏 Agent 和端到端工作流。","en":"The project repository explicitly describes gstack as Garry Tan's Claude Code setup and documents GStack Browser, the sidebar agent, and the end-to-end workflow."},"checkedAt":"2026-07-22T04:00:00.000Z"},{"type":"author","url":"https://x.com/garrytan/status/2040479103015633060","claim":{"zh":"作者发布帖是项目的原始发布来源之一。具体功能声明以项目仓库为准。","en":"The author's post is one of the original release sources. Feature claims are grounded in the repository."},"checkedAt":"2026-07-22T04:00:00.000Z"}],"artifacts":[{"type":"repository","label":{"zh":"gstack 项目仓库","en":"gstack repository"},"url":"https://github.com/garrytan/gstack"},{"type":"post","label":{"zh":"作者发布帖","en":"Author release post"},"url":"https://x.com/garrytan/status/2040479103015633060"}],"limitations":{"zh":"仓库能证明作者、工具组成和示例流程，但示例中的效率、质量和安全声明没有经过本站独立验证。gstack 尚未进入审计目录。","en":"The repository verifies authorship, tool composition, and example workflow, but AgentHub CN has not independently validated its productivity, quality, or security claims. gstack is not in the audited catalog."},"featured":true},{"schemaVersion":1,"id":"rightcleaner-codex-vibe-kanban","slug":"rightcleaner-codex-vibe-kanban","title":{"zh":"Codex 与 Vibe Kanban 完成 Windows 右键菜单管理器","en":"Codex and Vibe Kanban build a Windows context-menu manager"},"creator":{"name":"Minghou Lei","descriptor":{"zh":"RightCleaner 作者","en":"Author of RightCleaner"},"url":"https://github.com/Minghou-Lei"},"agents":["codex"],"tool":{"name":"Vibe Kanban","kind":"orchestration","status":"public-unverified","sourceUrl":"https://github.com/BloopAI/vibe-kanban","catalogItemId":null},"outputType":"desktop-app","outcome":{"zh":"RightCleaner，一个用于扫描、理解、禁用和恢复 Windows 右键菜单项的桌面应用实验。","en":"RightCleaner, an experimental desktop application for scanning, understanding, disabling, and restoring Windows context-menu entries."},"summary":{"zh":"项目仓库把 Codex 与 Vibe Kanban 的角色写进开发记录，覆盖计划、子任务工作区、实现、验证与打包。","en":"The project repository documents the roles of Codex and Vibe Kanban across planning, task workspaces, implementation, verification, and packaging."},"process":[{"zh":"Vibe Kanban 负责计划拆分、子任务状态和隔离工作区。","en":"Vibe Kanban handled planning, task state, and isolated workspaces."},{"zh":"Codex 在任务工作区中实现 Windows 注册表扫描、管理界面与恢复流程。","en":"Codex implemented Windows registry scanning, the management interface, and recovery flows inside task workspaces."},{"zh":"开发记录包含验证与 Windows 安装包构建步骤。","en":"The development record includes verification and Windows installer packaging steps."}],"evidence":[{"type":"repository","url":"https://github.com/Minghou-Lei/RightCleaner","claim":{"zh":"仓库明确将 RightCleaner 描述为使用 Codex 和 Vibe Kanban 构建，并记录规划、实现、验证与打包流程。","en":"The repository explicitly describes RightCleaner as built with Codex and Vibe Kanban and records planning, implementation, verification, and packaging."},"checkedAt":"2026-07-22T04:00:00.000Z"}],"artifacts":[{"type":"repository","label":{"zh":"RightCleaner 项目仓库","en":"RightCleaner repository"},"url":"https://github.com/Minghou-Lei/RightCleaner"}],"limitations":{"zh":"作者明确将项目定位为工作流实验，而不是生产级系统。修改 Windows Shell 和注册表可能破坏菜单或造成数据损失，只应在可控设备和完整备份下测试。本站未独立验证应用安全性。","en":"The author explicitly positions the project as a workflow experiment, not a production-grade system. Changing the Windows shell and registry can break menus or cause data loss, so it should only be tested on controlled machines with full backups. AgentHub CN has not independently verified its safety."},"featured":true},{"schemaVersion":1,"id":"roland-huss-cc-slidev","slug":"roland-huss-cc-slidev","title":{"zh":"Claude Code 生成两套 Kubernetes 技术演示","en":"Claude Code produces two Kubernetes technical presentations"},"creator":{"name":"Roland Huss","descriptor":{"zh":"cc-slidev 作者","en":"Author of cc-slidev"},"url":"https://github.com/rhuss"},"agents":["claude-code"],"tool":{"name":"cc-slidev","kind":"plugin","status":"public-unverified","sourceUrl":"https://github.com/rhuss/cc-slidev","catalogItemId":null},"outputType":"presentation","outcome":{"zh":"两套可检查源码并下载 PDF 的 Kubernetes 技术演示文稿。","en":"Two Kubernetes technical presentations with inspectable source and downloadable PDF exports."},"summary":{"zh":"cc-slidev 仓库明确列出两套由该插件创建的真实演示，主题分别为 Kubernetes GPU 调度和在 Kubernetes 上运行大语言模型。","en":"The cc-slidev repository explicitly lists two real presentations created with the plugin, covering Kubernetes GPU scheduling and running large language models on Kubernetes."},"process":[{"zh":"插件用 Slidev 组织范围、研究、提纲与模块化幻灯片源码。","en":"The plugin uses Slidev to organize scope, research, outlines, and modular slide source."},{"zh":"工作流生成演讲者备注、图表与可导出的 PDF 产物。","en":"The workflow generates speaker notes, diagrams, and exportable PDF artifacts."}],"evidence":[{"type":"repository","url":"https://github.com/rhuss/cc-slidev","claim":{"zh":"插件仓库明确说明两个案例由 cc-slidev 创建，并链接其源码和 PDF 导出。","en":"The plugin repository explicitly states that the two examples were created with cc-slidev and links their source and PDF exports."},"checkedAt":"2026-07-22T04:00:00.000Z"}],"artifacts":[{"type":"repository","label":{"zh":"GPUs on Kubernetes Unlocked 源码","en":"GPUs on Kubernetes Unlocked source"},"url":"https://github.com/ro14nd-talks/gpus-on-kubernetes-unlocked"},{"type":"pdf","label":{"zh":"GPUs on Kubernetes Unlocked PDF","en":"GPUs on Kubernetes Unlocked PDF"},"url":"https://github.com/ro14nd-talks/gpus-on-kubernetes-unlocked/blob/main/exports/GPUs%20on%20Kubernetes%20Unlocked.pdf"},{"type":"repository","label":{"zh":"Lifting LLMs on K8s 源码","en":"Lifting LLMs on K8s source"},"url":"https://github.com/ro14nd-talks/lifting-llms-on-k8s"},{"type":"pdf","label":{"zh":"Lifting LLMs on K8s PDF","en":"Lifting LLMs on K8s PDF"},"url":"https://github.com/ro14nd-talks/lifting-llms-on-k8s/blob/main/exports/Lifting%20Large%20Language%20Models%20on%20Kubernetes.pdf"}],"limitations":{"zh":"仓库证明了插件与产物的关联，但本站未独立评估演示内容准确性，也未验证插件对其他主题的生成质量。cc-slidev 尚未进入审计目录。","en":"The repository verifies the relationship between the plugin and artifacts, but AgentHub CN has not independently assessed presentation accuracy or the plugin's output quality on other topics. cc-slidev is not in the audited catalog."},"featured":false},{"schemaVersion":1,"id":"microsoft-researchstudio-reel","slug":"microsoft-researchstudio-reel","title":{"zh":"ResearchStudio 用五个 Skills 交付论文全套传播材料","en":"ResearchStudio ships a complete research media kit with five skills"},"creator":{"name":"Microsoft ResearchStudio team","descriptor":{"zh":"ResearchStudio-Reel 作者团队","en":"ResearchStudio-Reel author team"},"url":"https://github.com/microsoft/ResearchStudio"},"agents":["codex","claude-code"],"tool":{"name":"ResearchStudio-Reel skills","kind":"skill","status":"public-unverified","sourceUrl":"https://github.com/microsoft/ResearchStudio/tree/main/ResearchStudio-Reel/skills","catalogItemId":null},"outputType":"research-suite","outcome":{"zh":"从一篇论文 PDF 生成可编辑海报与 PPTX、解说视频、双语博客，以及把这些材料同步到一起的交互式 HTML Reel。","en":"From one paper PDF, generate an editable poster and PPTX, a narrated video, a bilingual blog, and an interactive HTML reel that keeps the artifacts in sync."},"summary":{"zh":"Microsoft 的公开仓库把 Paper2Assets、Paper2Poster、Paper2Video、Paper2Blog 和 Paper2Reel 作为 Claude Code 与 Codex Skills 发布，并提供可直接检查的真实输出。","en":"Microsoft's public repository ships Paper2Assets, Paper2Poster, Paper2Video, Paper2Blog, and Paper2Reel as Claude Code and Codex skills, with real outputs available for inspection."},"process":[{"zh":"Paper2Assets 先把论文抽取为一份共享资产包，避免每个下游步骤重复解析。","en":"Paper2Assets extracts the paper once into a shared asset package instead of reparsing it at every downstream stage."},{"zh":"Paper2Poster、Paper2Video 和 Paper2Blog 分别生成可编辑海报、解说视频与双语博客。","en":"Paper2Poster, Paper2Video, and Paper2Blog produce an editable poster, narrated video, and bilingual blog."},{"zh":"Paper2Reel 把海报、幻灯片、字幕、视频与博客对齐到一个可交互的 HTML 查看器。","en":"Paper2Reel aligns the poster, slides, captions, video, and blog inside one interactive HTML viewer."}],"evidence":[{"type":"repository","url":"https://github.com/microsoft/ResearchStudio","claim":{"zh":"Microsoft 仓库明确写明这些 Skills 运行于 Claude Code 和 Codex，并列出五个阶段及其实际产物。","en":"Microsoft's repository explicitly states that the skills run on Claude Code and Codex and lists the five stages with their actual outputs."},"checkedAt":"2026-07-22T12:00:00.000Z"},{"type":"author","url":"https://arxiv.org/abs/2607.04438","claim":{"zh":"作者论文将 ResearchStudio-Reel 定义为由五个 Claude Code 与 Codex Skills 组成的传播材料生成管线。","en":"The authors' paper defines ResearchStudio-Reel as a pipeline of five Claude Code and Codex skills for research dissemination artifacts."},"checkedAt":"2026-07-22T12:00:00.000Z"}],"artifacts":[{"type":"repository","label":{"zh":"ResearchStudio GitHub 仓库","en":"ResearchStudio GitHub repository"},"url":"https://github.com/microsoft/ResearchStudio"},{"type":"product","label":{"zh":"ResearchStudio-Reel 在线演示","en":"ResearchStudio-Reel live demo"},"url":"https://researchstudio.site/"},{"type":"post","label":{"zh":"ResearchStudio-Reel 论文","en":"ResearchStudio-Reel paper"},"url":"https://arxiv.org/abs/2607.04438"}],"limitations":{"zh":"仓库与论文证明了 Agent、Skills 和产物之间的关系，但本站没有独立复跑完整管线，也没有复核论文中的效果比较。该工作流需要较新的模型版本和多项本地依赖。","en":"The repository and paper verify the relationship between the agents, skills, and outputs, but AgentHub CN has not independently rerun the full pipeline or reproduced the paper's comparisons. The workflow requires recent models and several local dependencies."},"featured":false}]}