[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-msitarzewski--agency-agents":3,"tool-msitarzewski--agency-agents":62},[4,18,28,37,45,53],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":17},4358,"openclaw","openclaw\u002Fopenclaw","OpenClaw 是一款专为个人打造的本地化 AI 助手，旨在让你在自己的设备上拥有完全可控的智能伙伴。它打破了传统 AI 助手局限于特定网页或应用的束缚，能够直接接入你日常使用的各类通讯渠道，包括微信、WhatsApp、Telegram、Discord、iMessage 等数十种平台。无论你在哪个聊天软件中发送消息，OpenClaw 都能即时响应，甚至支持在 macOS、iOS 和 Android 设备上进行语音交互，并提供实时的画布渲染功能供你操控。\n\n这款工具主要解决了用户对数据隐私、响应速度以及“始终在线”体验的需求。通过将 AI 部署在本地，用户无需依赖云端服务即可享受快速、私密的智能辅助，真正实现了“你的数据，你做主”。其独特的技术亮点在于强大的网关架构，将控制平面与核心助手分离，确保跨平台通信的流畅性与扩展性。\n\nOpenClaw 非常适合希望构建个性化工作流的技术爱好者、开发者，以及注重隐私保护且不愿被单一生态绑定的普通用户。只要具备基础的终端操作能力（支持 macOS、Linux 及 Windows WSL2），即可通过简单的命令行引导完成部署。如果你渴望拥有一个懂你",349277,3,"2026-04-06T06:32:30",[13,14,15,16],"Agent","开发框架","图像","数据工具","ready",{"id":19,"name":20,"github_repo":21,"description_zh":22,"stars":23,"difficulty_score":24,"last_commit_at":25,"category_tags":26,"status":17},9989,"n8n","n8n-io\u002Fn8n","n8n 是一款面向技术团队的公平代码（fair-code）工作流自动化平台，旨在让用户在享受低代码快速构建便利的同时，保留编写自定义代码的灵活性。它主要解决了传统自动化工具要么过于封闭难以扩展、要么完全依赖手写代码效率低下的痛点，帮助用户轻松连接 400 多种应用与服务，实现复杂业务流程的自动化。\n\nn8n 特别适合开发者、工程师以及具备一定技术背景的业务人员使用。其核心亮点在于“按需编码”：既可以通过直观的可视化界面拖拽节点搭建流程，也能随时插入 JavaScript 或 Python 代码、调用 npm 包来处理复杂逻辑。此外，n8n 原生集成了基于 LangChain 的 AI 能力，支持用户利用自有数据和模型构建智能体工作流。在部署方面，n8n 提供极高的自由度，支持完全自托管以保障数据隐私和控制权，也提供云端服务选项。凭借活跃的社区生态和数百个现成模板，n8n 让构建强大且可控的自动化系统变得简单高效。",184740,2,"2026-04-19T23:22:26",[16,14,13,15,27],"插件",{"id":29,"name":30,"github_repo":31,"description_zh":32,"stars":33,"difficulty_score":10,"last_commit_at":34,"category_tags":35,"status":17},10095,"AutoGPT","Significant-Gravitas\u002FAutoGPT","AutoGPT 是一个旨在让每个人都能轻松使用和构建 AI 的强大平台，核心功能是帮助用户创建、部署和管理能够自动执行复杂任务的连续型 AI 智能体。它解决了传统 AI 应用中需要频繁人工干预、难以自动化长流程工作的痛点，让用户只需设定目标，AI 即可自主规划步骤、调用工具并持续运行直至完成任务。\n\n无论是开发者、研究人员，还是希望提升工作效率的普通用户，都能从 AutoGPT 中受益。开发者可利用其低代码界面快速定制专属智能体；研究人员能基于开源架构探索多智能体协作机制；而非技术背景用户也可直接选用预置的智能体模板，立即投入实际工作场景。\n\nAutoGPT 的技术亮点在于其模块化“积木式”工作流设计——用户通过连接功能块即可构建复杂逻辑，每个块负责单一动作，灵活且易于调试。同时，平台支持本地自托管与云端部署两种模式，兼顾数据隐私与使用便捷性。配合完善的文档和一键安装脚本，即使是初次接触的用户也能在几分钟内启动自己的第一个 AI 智能体。AutoGPT 正致力于降低 AI 应用门槛，让人人都能成为 AI 的创造者与受益者。",183572,"2026-04-20T04:47:55",[13,36,27,14,15],"语言模型",{"id":38,"name":39,"github_repo":40,"description_zh":41,"stars":42,"difficulty_score":10,"last_commit_at":43,"category_tags":44,"status":17},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,"2026-04-05T11:01:52",[14,15,13],{"id":46,"name":47,"github_repo":48,"description_zh":49,"stars":50,"difficulty_score":24,"last_commit_at":51,"category_tags":52,"status":17},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",161692,"2026-04-20T11:33:57",[14,13,36],{"id":54,"name":55,"github_repo":56,"description_zh":57,"stars":58,"difficulty_score":59,"last_commit_at":60,"category_tags":61,"status":17},8272,"opencode","anomalyco\u002Fopencode","OpenCode 是一款开源的 AI 编程助手（Coding Agent），旨在像一位智能搭档一样融入您的开发流程。它不仅仅是一个代码补全插件，而是一个能够理解项目上下文、自主规划任务并执行复杂编码操作的智能体。无论是生成全新功能、重构现有代码，还是排查难以定位的 Bug，OpenCode 都能通过自然语言交互高效完成，显著减少开发者在重复性劳动和上下文切换上的时间消耗。\n\n这款工具专为软件开发者、工程师及技术研究人员设计，特别适合希望利用大模型能力来提升编码效率、加速原型开发或处理遗留代码维护的专业人群。其核心亮点在于完全开源的架构，这意味着用户可以审查代码逻辑、自定义行为策略，甚至私有化部署以保障数据安全，彻底打破了传统闭源 AI 助手的“黑盒”限制。\n\n在技术体验上，OpenCode 提供了灵活的终端界面（Terminal UI）和正在测试中的桌面应用程序，支持 macOS、Windows 及 Linux 全平台。它兼容多种包管理工具，安装便捷，并能无缝集成到现有的开发环境中。无论您是追求极致控制权的资深极客，还是渴望提升产出的独立开发者，OpenCode 都提供了一个透明、可信",144296,1,"2026-04-16T14:50:03",[13,27],{"id":63,"github_repo":64,"name":65,"description_en":66,"description_zh":67,"ai_summary_zh":68,"readme_en":69,"readme_zh":70,"quickstart_zh":71,"use_case_zh":72,"hero_image_url":73,"owner_login":74,"owner_name":75,"owner_avatar_url":76,"owner_bio":77,"owner_company":78,"owner_location":79,"owner_email":78,"owner_twitter":78,"owner_website":80,"owner_url":81,"languages":82,"stars":91,"forks":92,"last_commit_at":93,"license":94,"difficulty_score":59,"env_os":95,"env_gpu":96,"env_ram":96,"env_deps":97,"category_tags":100,"github_topics":78,"view_count":101,"oss_zip_url":78,"oss_zip_packed_at":78,"status":17,"created_at":102,"updated_at":103,"faqs":104,"releases":134},10164,"msitarzewski\u002Fagency-agents","agency-agents","A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.","agency-agents 是一个开源的 AI 智能体角色库，旨在为用户提供一套即插即用的“虚拟专家团队”。它不仅仅是一组通用的提示词模板，而是精心设计了具有独特个性、专业工作流程和明确交付标准的多个 AI 角色。从擅长构建精美界面的前端开发者，到精通架构设计的后端专家，再到负责自动化部署的运维工程师，每个智能体都拥有鲜明的“人设”和经过实战验证的任务执行能力。\n\n这一工具主要解决了用户在使用大模型时面临的痛点：通用助手往往缺乏深度领域知识，输出结果不够专业或难以直接落地。通过引入特定领域的专家角色，agency-agents 能引导 AI 生成更高质量的代码、更严谨的技术方案以及可衡量的实际成果，显著提升工作流的效率与可靠性。\n\n它非常适合软件开发者、技术团队负责人以及希望利用 AI 辅助编程的研究人员使用。无论是快速构建原型、优化现有系统，还是搭建完整的云基础设施，用户都能从中找到对应的得力助手。其独特的技术亮点在于高度的兼容性与灵活性：不仅完美支持 Claude Code，还通过脚本一键适配 GitHub Copilot、Cursor、Gemini CLI 等多种主流开发工具，让","agency-agents 是一个开源的 AI 智能体角色库，旨在为用户提供一套即插即用的“虚拟专家团队”。它不仅仅是一组通用的提示词模板，而是精心设计了具有独特个性、专业工作流程和明确交付标准的多个 AI 角色。从擅长构建精美界面的前端开发者，到精通架构设计的后端专家，再到负责自动化部署的运维工程师，每个智能体都拥有鲜明的“人设”和经过实战验证的任务执行能力。\n\n这一工具主要解决了用户在使用大模型时面临的痛点：通用助手往往缺乏深度领域知识，输出结果不够专业或难以直接落地。通过引入特定领域的专家角色，agency-agents 能引导 AI 生成更高质量的代码、更严谨的技术方案以及可衡量的实际成果，显著提升工作流的效率与可靠性。\n\n它非常适合软件开发者、技术团队负责人以及希望利用 AI 辅助编程的研究人员使用。无论是快速构建原型、优化现有系统，还是搭建完整的云基础设施，用户都能从中找到对应的得力助手。其独特的技术亮点在于高度的兼容性与灵活性：不仅完美支持 Claude Code，还通过脚本一键适配 GitHub Copilot、Cursor、Gemini CLI 等多种主流开发工具，让用户能轻松将这支\"AI 梦之队”融入现有的开发环境中，随时调用专家能力。","# 🎭 The Agency: AI Specialists Ready to Transform Your Workflow\n\n> **A complete AI agency at your fingertips** - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.\n\n[![GitHub stars](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fmsitarzewski\u002Fagency-agents?style=social)](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents)\n[![License: MIT](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-MIT-yellow.svg)](https:\u002F\u002Fopensource.org\u002Flicenses\u002FMIT)\n[![PRs Welcome](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPRs-welcome-brightgreen.svg)](https:\u002F\u002Fmakeapullrequest.com)\n[![Sponsor](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSponsor-%E2%9D%A4-pink?logo=github)](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fmsitarzewski)\n\n---\n\n## 🚀 What Is This?\n\nBorn from a Reddit thread and months of iteration, **The Agency** is a growing collection of meticulously crafted AI agent personalities. Each agent is:\n\n- **🎯 Specialized**: Deep expertise in their domain (not generic prompt templates)\n- **🧠 Personality-Driven**: Unique voice, communication style, and approach\n- **📋 Deliverable-Focused**: Real code, processes, and measurable outcomes\n- **✅ Production-Ready**: Battle-tested workflows and success metrics\n\n**Think of it as**: Assembling your dream team, except they're AI specialists who never sleep, never complain, and always deliver.\n\n---\n\n## ⚡ Quick Start\n\n### Option 1: Use with Claude Code (Recommended)\n\n```bash\n# Install all agents to your Claude Code directory\n.\u002Fscripts\u002Finstall.sh --tool claude-code\n\n# Or manually copy a category if you only want one division\ncp engineering\u002F*.md ~\u002F.claude\u002Fagents\u002F\n\n# Then activate any agent in your Claude Code sessions:\n# \"Hey Claude, activate Frontend Developer mode and help me build a React component\"\n```\n\n### Option 2: Use as Reference\n\nEach agent file contains:\n- Identity & personality traits\n- Core mission & workflows\n- Technical deliverables with code examples\n- Success metrics & communication style\n\nBrowse the agents below and copy\u002Fadapt the ones you need!\n\n### Option 3: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code)\n\n```bash\n# Step 1 -- generate integration files for all supported tools\n.\u002Fscripts\u002Fconvert.sh\n\n# Step 2 -- install interactively (auto-detects what you have installed)\n.\u002Fscripts\u002Finstall.sh\n\n# Or target a specific tool directly\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n.\u002Fscripts\u002Finstall.sh --tool gemini-cli\n.\u002Fscripts\u002Finstall.sh --tool opencode\n.\u002Fscripts\u002Finstall.sh --tool copilot\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool cursor\n.\u002Fscripts\u002Finstall.sh --tool aider\n.\u002Fscripts\u002Finstall.sh --tool windsurf\n.\u002Fscripts\u002Finstall.sh --tool kimi\n```\n\nSee the [Multi-Tool Integrations](#-multi-tool-integrations) section below for full details.\n\n---\n\n## 🎨 The Agency Roster\n\n### 💻 Engineering Division\n\nBuilding the future, one commit at a time.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎨 [Frontend Developer](engineering\u002Fengineering-frontend-developer.md) | React\u002FVue\u002FAngular, UI implementation, performance | Modern web apps, pixel-perfect UIs, Core Web Vitals optimization |\n| 🏗️ [Backend Architect](engineering\u002Fengineering-backend-architect.md) | API design, database architecture, scalability | Server-side systems, microservices, cloud infrastructure |\n| 📱 [Mobile App Builder](engineering\u002Fengineering-mobile-app-builder.md) | iOS\u002FAndroid, React Native, Flutter | Native and cross-platform mobile applications |\n| 🤖 [AI Engineer](engineering\u002Fengineering-ai-engineer.md) | ML models, deployment, AI integration | Machine learning features, data pipelines, AI-powered apps |\n| 🚀 [DevOps Automator](engineering\u002Fengineering-devops-automator.md) | CI\u002FCD, infrastructure automation, cloud ops | Pipeline development, deployment automation, monitoring |\n| ⚡ [Rapid Prototyper](engineering\u002Fengineering-rapid-prototyper.md) | Fast POC development, MVPs | Quick proof-of-concepts, hackathon projects, fast iteration |\n| 💎 [Senior Developer](engineering\u002Fengineering-senior-developer.md) | Laravel\u002FLivewire, advanced patterns | Complex implementations, architecture decisions |\n| 🔧 [Filament Optimization Specialist](engineering\u002Fengineering-filament-optimization-specialist.md) | Filament PHP admin UX, structural form redesign, resource optimization | Restructuring Filament resources\u002Fforms\u002Ftables for faster, cleaner admin workflows |\n| 🔒 [Security Engineer](engineering\u002Fengineering-security-engineer.md) | Threat modeling, secure code review, security architecture | Application security, vulnerability assessment, security CI\u002FCD |\n| ⚡ [Autonomous Optimization Architect](engineering\u002Fengineering-autonomous-optimization-architect.md) | LLM routing, cost optimization, shadow testing | Autonomous systems needing intelligent API selection and cost guardrails |\n| 🔩 [Embedded Firmware Engineer](engineering\u002Fengineering-embedded-firmware-engineer.md) | Bare-metal, RTOS, ESP32\u002FSTM32\u002FNordic firmware | Production-grade embedded systems and IoT devices |\n| 🚨 [Incident Response Commander](engineering\u002Fengineering-incident-response-commander.md) | Incident management, post-mortems, on-call | Managing production incidents and building incident readiness |\n| ⛓️ [Solidity Smart Contract Engineer](engineering\u002Fengineering-solidity-smart-contract-engineer.md) | EVM contracts, gas optimization, DeFi | Secure, gas-optimized smart contracts and DeFi protocols |\n| 🧭 [Codebase Onboarding Engineer](engineering\u002Fengineering-codebase-onboarding-engineer.md) | Fast developer onboarding, read-only codebase exploration, factual explanation | Helping new developers understand unfamiliar repos quickly by reading the code, tracing code paths, and stating facts about structure and behavior |\n| 📚 [Technical Writer](engineering\u002Fengineering-technical-writer.md) | Developer docs, API reference, tutorials | Clear, accurate technical documentation |\n| 🎯 [Threat Detection Engineer](engineering\u002Fengineering-threat-detection-engineer.md) | SIEM rules, threat hunting, ATT&CK mapping | Building detection layers and threat hunting |\n| 💬 [WeChat Mini Program Developer](engineering\u002Fengineering-wechat-mini-program-developer.md) | WeChat ecosystem, Mini Programs, payment integration | Building performant apps for the WeChat ecosystem |\n| 👁️ [Code Reviewer](engineering\u002Fengineering-code-reviewer.md) | Constructive code review, security, maintainability | PR reviews, code quality gates, mentoring through review |\n| 🗄️ [Database Optimizer](engineering\u002Fengineering-database-optimizer.md) | Schema design, query optimization, indexing strategies | PostgreSQL\u002FMySQL tuning, slow query debugging, migration planning |\n| 🌿 [Git Workflow Master](engineering\u002Fengineering-git-workflow-master.md) | Branching strategies, conventional commits, advanced Git | Git workflow design, history cleanup, CI-friendly branch management |\n| 🏛️ [Software Architect](engineering\u002Fengineering-software-architect.md) | System design, DDD, architectural patterns, trade-off analysis | Architecture decisions, domain modeling, system evolution strategy |\n| 🛡️ [SRE](engineering\u002Fengineering-sre.md) | SLOs, error budgets, observability, chaos engineering | Production reliability, toil reduction, capacity planning |\n| 🧬 [AI Data Remediation Engineer](engineering\u002Fengineering-ai-data-remediation-engineer.md) | Self-healing pipelines, air-gapped SLMs, semantic clustering | Fixing broken data at scale with zero data loss |\n| 🔧 [Data Engineer](engineering\u002Fengineering-data-engineer.md) | Data pipelines, lakehouse architecture, ETL\u002FELT | Building reliable data infrastructure and warehousing |\n| 🔗 [Feishu Integration Developer](engineering\u002Fengineering-feishu-integration-developer.md) | Feishu\u002FLark Open Platform, bots, workflows | Building integrations for the Feishu ecosystem |\n| 🧱 [CMS Developer](engineering\u002Fengineering-cms-developer.md) | WordPress & Drupal themes, plugins\u002Fmodules, content architecture | Code-first CMS implementation and customization |\n| 📧 [Email Intelligence Engineer](engineering\u002Fengineering-email-intelligence-engineer.md) | Email parsing, MIME extraction, structured data for AI agents | Turning raw email threads into reasoning-ready context |\n| 🎙️ [Voice AI Integration Engineer](engineering\u002Fengineering-voice-ai-integration-engineer.md) | Speech-to-text pipelines, Whisper, ASR, speaker diarization | End-to-end transcription pipelines, audio preprocessing, structured transcript delivery |\n\n### 🎨 Design Division\n\nMaking it beautiful, usable, and delightful.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎯 [UI Designer](design\u002Fdesign-ui-designer.md) | Visual design, component libraries, design systems | Interface creation, brand consistency, component design |\n| 🔍 [UX Researcher](design\u002Fdesign-ux-researcher.md) | User testing, behavior analysis, research | Understanding users, usability testing, design insights |\n| 🏛️ [UX Architect](design\u002Fdesign-ux-architect.md) | Technical architecture, CSS systems, implementation | Developer-friendly foundations, implementation guidance |\n| 🎭 [Brand Guardian](design\u002Fdesign-brand-guardian.md) | Brand identity, consistency, positioning | Brand strategy, identity development, guidelines |\n| 📖 [Visual Storyteller](design\u002Fdesign-visual-storyteller.md) | Visual narratives, multimedia content | Compelling visual stories, brand storytelling |\n| ✨ [Whimsy Injector](design\u002Fdesign-whimsy-injector.md) | Personality, delight, playful interactions | Adding joy, micro-interactions, Easter eggs, brand personality |\n| 📷 [Image Prompt Engineer](design\u002Fdesign-image-prompt-engineer.md) | AI image generation prompts, photography | Photography prompts for Midjourney, DALL-E, Stable Diffusion |\n| 🌈 [Inclusive Visuals Specialist](design\u002Fdesign-inclusive-visuals-specialist.md) | Representation, bias mitigation, authentic imagery | Generating culturally accurate AI images and video |\n\n### 💰 Paid Media Division\n\nTurning ad spend into measurable business outcomes.\n\n| Agent | Specialty | When to Use |\n| --- | --- | --- |\n| 💰 [PPC Campaign Strategist](paid-media\u002Fpaid-media-ppc-strategist.md) | Google\u002FMicrosoft\u002FAmazon Ads, account architecture, bidding | Account buildouts, budget allocation, scaling, performance diagnosis |\n| 🔍 [Search Query Analyst](paid-media\u002Fpaid-media-search-query-analyst.md) | Search term analysis, negative keywords, intent mapping | Query audits, wasted spend elimination, keyword discovery |\n| 📋 [Paid Media Auditor](paid-media\u002Fpaid-media-auditor.md) | 200+ point account audits, competitive analysis | Account takeovers, quarterly reviews, competitive pitches |\n| 📡 [Tracking & Measurement Specialist](paid-media\u002Fpaid-media-tracking-specialist.md) | GTM, GA4, conversion tracking, CAPI | New implementations, tracking audits, platform migrations |\n| ✍️ [Ad Creative Strategist](paid-media\u002Fpaid-media-creative-strategist.md) | RSA copy, Meta creative, Performance Max assets | Creative launches, testing programs, ad fatigue refreshes |\n| 📺 [Programmatic & Display Buyer](paid-media\u002Fpaid-media-programmatic-buyer.md) | GDN, DSPs, partner media, ABM display | Display planning, partner outreach, ABM programs |\n| 📱 [Paid Social Strategist](paid-media\u002Fpaid-media-paid-social-strategist.md) | Meta, LinkedIn, TikTok, cross-platform social | Social ad programs, platform selection, audience strategy |\n\n### 💼 Sales Division\n\nTurning pipeline into revenue through craft, not CRM busywork.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎯 [Outbound Strategist](sales\u002Fsales-outbound-strategist.md) | Signal-based prospecting, multi-channel sequences, ICP targeting | Building pipeline through research-driven outreach, not volume |\n| 🔍 [Discovery Coach](sales\u002Fsales-discovery-coach.md) | SPIN, Gap Selling, Sandler — question design and call structure | Preparing for discovery calls, qualifying opportunities, coaching reps |\n| ♟️ [Deal Strategist](sales\u002Fsales-deal-strategist.md) | MEDDPICC qualification, competitive positioning, win planning | Scoring deals, exposing pipeline risk, building win strategies |\n| 🛠️ [Sales Engineer](sales\u002Fsales-engineer.md) | Technical demos, POC scoping, competitive battlecards | Pre-sales technical wins, demo prep, competitive positioning |\n| 🏹 [Proposal Strategist](sales\u002Fsales-proposal-strategist.md) | RFP response, win themes, narrative structure | Writing proposals that persuade, not just comply |\n| 📊 [Pipeline Analyst](sales\u002Fsales-pipeline-analyst.md) | Forecasting, pipeline health, deal velocity, RevOps | Pipeline reviews, forecast accuracy, revenue operations |\n| 🗺️ [Account Strategist](sales\u002Fsales-account-strategist.md) | Land-and-expand, QBRs, stakeholder mapping | Post-sale expansion, account planning, NRR growth |\n| 🏋️ [Sales Coach](sales\u002Fsales-coach.md) | Rep development, call coaching, pipeline review facilitation | Making every rep and every deal better through structured coaching |\n| 🎯 [Sales Outreach](specialized\u002Fsales-outreach.md) | Cold prospecting, multi-touch cadences, objection handling, proposals | Top-of-funnel B2B outreach — from cold email to booked discovery call |\n\n### 📢 Marketing Division\n\nGrowing your audience, one authentic interaction at a time.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🚀 [Growth Hacker](marketing\u002Fmarketing-growth-hacker.md) | Rapid user acquisition, viral loops, experiments | Explosive growth, user acquisition, conversion optimization |\n| 📝 [Content Creator](marketing\u002Fmarketing-content-creator.md) | Multi-platform content, editorial calendars | Content strategy, copywriting, brand storytelling |\n| 🐦 [Twitter Engager](marketing\u002Fmarketing-twitter-engager.md) | Real-time engagement, thought leadership | Twitter strategy, LinkedIn campaigns, professional social |\n| 📱 [TikTok Strategist](marketing\u002Fmarketing-tiktok-strategist.md) | Viral content, algorithm optimization | TikTok growth, viral content, Gen Z\u002FMillennial audience |\n| 📸 [Instagram Curator](marketing\u002Fmarketing-instagram-curator.md) | Visual storytelling, community building | Instagram strategy, aesthetic development, visual content |\n| 🤝 [Reddit Community Builder](marketing\u002Fmarketing-reddit-community-builder.md) | Authentic engagement, value-driven content | Reddit strategy, community trust, authentic marketing |\n| 📱 [App Store Optimizer](marketing\u002Fmarketing-app-store-optimizer.md) | ASO, conversion optimization, discoverability | App marketing, store optimization, app growth |\n| 🌐 [Social Media Strategist](marketing\u002Fmarketing-social-media-strategist.md) | Cross-platform strategy, campaigns | Overall social strategy, multi-platform campaigns |\n| 📕 [Xiaohongshu Specialist](marketing\u002Fmarketing-xiaohongshu-specialist.md) | Lifestyle content, trend-driven strategy | Xiaohongshu growth, aesthetic storytelling, Gen Z audience |\n| 💬 [WeChat Official Account Manager](marketing\u002Fmarketing-wechat-official-account.md) | Subscriber engagement, content marketing | WeChat OA strategy, community building, conversion optimization |\n| 🧠 [Zhihu Strategist](marketing\u002Fmarketing-zhihu-strategist.md) | Thought leadership, knowledge-driven engagement | Zhihu authority building, Q&A strategy, lead generation |\n| 🇨🇳 [Baidu SEO Specialist](marketing\u002Fmarketing-baidu-seo-specialist.md) | Baidu optimization, China SEO, ICP compliance | Ranking in Baidu and reaching China's search market |\n| 🎬 [Bilibili Content Strategist](marketing\u002Fmarketing-bilibili-content-strategist.md) | B站 algorithm, danmaku culture, UP主 growth | Building audiences on Bilibili with community-first content |\n| 🎠 [Carousel Growth Engine](marketing\u002Fmarketing-carousel-growth-engine.md) | TikTok\u002FInstagram carousels, autonomous publishing | Generating and publishing viral carousel content |\n| 💼 [LinkedIn Content Creator](marketing\u002Fmarketing-linkedin-content-creator.md) | Personal branding, thought leadership, professional content | LinkedIn growth, professional audience building, B2B content |\n| 🛒 [China E-Commerce Operator](marketing\u002Fmarketing-china-ecommerce-operator.md) | Taobao, Tmall, Pinduoduo, live commerce | Running multi-platform e-commerce in China |\n| 🎥 [Kuaishou Strategist](marketing\u002Fmarketing-kuaishou-strategist.md) | Kuaishou, 老铁 community, grassroots growth | Building authentic audiences in lower-tier markets |\n| 🔍 [SEO Specialist](marketing\u002Fmarketing-seo-specialist.md) | Technical SEO, content strategy, link building | Driving sustainable organic search growth |\n| 📘 [Book Co-Author](marketing\u002Fmarketing-book-co-author.md) | Thought-leadership books, ghostwriting, publishing | Strategic book collaboration for founders and experts |\n| 🌏 [Cross-Border E-Commerce Specialist](marketing\u002Fmarketing-cross-border-ecommerce.md) | Amazon, Shopee, Lazada, cross-border fulfillment | Full-funnel cross-border e-commerce strategy |\n| 🎵 [Douyin Strategist](marketing\u002Fmarketing-douyin-strategist.md) | Douyin platform, short-video marketing, algorithm | Growing audiences on China's leading short-video platform |\n| 🎙️ [Livestream Commerce Coach](marketing\u002Fmarketing-livestream-commerce-coach.md) | Host training, live room optimization, conversion | Building high-performing livestream e-commerce operations |\n| 🎧 [Podcast Strategist](marketing\u002Fmarketing-podcast-strategist.md) | Podcast content strategy, platform optimization | Chinese podcast market strategy and operations |\n| 🔒 [Private Domain Operator](marketing\u002Fmarketing-private-domain-operator.md) | WeCom, private traffic, community operations | Building enterprise WeChat private domain ecosystems |\n| 🎬 [Short-Video Editing Coach](marketing\u002Fmarketing-short-video-editing-coach.md) | Post-production, editing workflows, platform specs | Hands-on short-video editing training and optimization |\n| 🔥 [Weibo Strategist](marketing\u002Fmarketing-weibo-strategist.md) | Sina Weibo, trending topics, fan engagement | Full-spectrum Weibo operations and growth |\n| 🔮 [AI Citation Strategist](marketing\u002Fmarketing-ai-citation-strategist.md) | AEO\u002FGEO, AI recommendation visibility, citation auditing | Improving brand visibility across ChatGPT, Claude, Gemini, Perplexity |\n| 🇨🇳 [China Market Localization Strategist](marketing\u002Fmarketing-china-market-localization-strategist.md) | Full-stack China market localization, Douyin\u002FXiaohongshu\u002FWeChat GTM | Turning trend signals into executable China go-to-market strategies |\n| 🎬 [Video Optimization Specialist](marketing\u002Fmarketing-video-optimization-specialist.md) | YouTube algorithm strategy, chaptering, thumbnail concepts | YouTube channel growth, video SEO, audience retention optimization |\n\n### 📊 Product Division\n\nBuilding the right thing at the right time.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎯 [Sprint Prioritizer](product\u002Fproduct-sprint-prioritizer.md) | Agile planning, feature prioritization | Sprint planning, resource allocation, backlog management |\n| 🔍 [Trend Researcher](product\u002Fproduct-trend-researcher.md) | Market intelligence, competitive analysis | Market research, opportunity assessment, trend identification |\n| 💬 [Feedback Synthesizer](product\u002Fproduct-feedback-synthesizer.md) | User feedback analysis, insights extraction | Feedback analysis, user insights, product priorities |\n| 🧠 [Behavioral Nudge Engine](product\u002Fproduct-behavioral-nudge-engine.md) | Behavioral psychology, nudge design, engagement | Maximizing user motivation through behavioral science |\n| 🧭 [Product Manager](product\u002Fproduct-manager.md) | Full lifecycle product ownership | Discovery, PRDs, roadmap planning, GTM, outcome measurement |\n\n### 🎬 Project Management Division\n\nKeeping the trains running on time (and under budget).\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎬 [Studio Producer](project-management\u002Fproject-management-studio-producer.md) | High-level orchestration, portfolio management | Multi-project oversight, strategic alignment, resource allocation |\n| 🐑 [Project Shepherd](project-management\u002Fproject-management-project-shepherd.md) | Cross-functional coordination, timeline management | End-to-end project coordination, stakeholder management |\n| ⚙️ [Studio Operations](project-management\u002Fproject-management-studio-operations.md) | Day-to-day efficiency, process optimization | Operational excellence, team support, productivity |\n| 🧪 [Experiment Tracker](project-management\u002Fproject-management-experiment-tracker.md) | A\u002FB tests, hypothesis validation | Experiment management, data-driven decisions, testing |\n| 👔 [Senior Project Manager](project-management\u002Fproject-manager-senior.md) | Realistic scoping, task conversion | Converting specs to tasks, scope management |\n| 📋 [Jira Workflow Steward](project-management\u002Fproject-management-jira-workflow-steward.md) | Git workflow, branch strategy, traceability | Enforcing Jira-linked Git discipline and delivery |\n\n### 🧪 Testing Division\n\nBreaking things so users don't have to.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 📸 [Evidence Collector](testing\u002Ftesting-evidence-collector.md) | Screenshot-based QA, visual proof | UI testing, visual verification, bug documentation |\n| 🔍 [Reality Checker](testing\u002Ftesting-reality-checker.md) | Evidence-based certification, quality gates | Production readiness, quality approval, release certification |\n| 📊 [Test Results Analyzer](testing\u002Ftesting-test-results-analyzer.md) | Test evaluation, metrics analysis | Test output analysis, quality insights, coverage reporting |\n| ⚡ [Performance Benchmarker](testing\u002Ftesting-performance-benchmarker.md) | Performance testing, optimization | Speed testing, load testing, performance tuning |\n| 🔌 [API Tester](testing\u002Ftesting-api-tester.md) | API validation, integration testing | API testing, endpoint verification, integration QA |\n| 🛠️ [Tool Evaluator](testing\u002Ftesting-tool-evaluator.md) | Technology assessment, tool selection | Evaluating tools, software recommendations, tech decisions |\n| 🔄 [Workflow Optimizer](testing\u002Ftesting-workflow-optimizer.md) | Process analysis, workflow improvement | Process optimization, efficiency gains, automation opportunities |\n| ♿ [Accessibility Auditor](testing\u002Ftesting-accessibility-auditor.md) | WCAG auditing, assistive technology testing | Accessibility compliance, screen reader testing, inclusive design verification |\n\n### 🛟 Support Division\n\nThe backbone of the operation.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 💬 [Support Responder](support\u002Fsupport-support-responder.md) | Customer service, issue resolution | Customer support, user experience, support operations |\n| 📊 [Analytics Reporter](support\u002Fsupport-analytics-reporter.md) | Data analysis, dashboards, insights | Business intelligence, KPI tracking, data visualization |\n| 💰 [Finance Tracker](support\u002Fsupport-finance-tracker.md) | Financial planning, budget management | Financial analysis, cash flow, business performance |\n| 🏗️ [Infrastructure Maintainer](support\u002Fsupport-infrastructure-maintainer.md) | System reliability, performance optimization | Infrastructure management, system operations, monitoring |\n| ⚖️ [Legal Compliance Checker](support\u002Fsupport-legal-compliance-checker.md) | Compliance, regulations, legal review | Legal compliance, regulatory requirements, risk management |\n| 📑 [Executive Summary Generator](support\u002Fsupport-executive-summary-generator.md) | C-suite communication, strategic summaries | Executive reporting, strategic communication, decision support |\n\n### 🥽 Spatial Computing Division\n\nBuilding the immersive future.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🏗️ [XR Interface Architect](spatial-computing\u002Fxr-interface-architect.md) | Spatial interaction design, immersive UX | AR\u002FVR\u002FXR interface design, spatial computing UX |\n| 💻 [macOS Spatial\u002FMetal Engineer](spatial-computing\u002Fmacos-spatial-metal-engineer.md) | Swift, Metal, high-performance 3D | macOS spatial computing, Vision Pro native apps |\n| 🌐 [XR Immersive Developer](spatial-computing\u002Fxr-immersive-developer.md) | WebXR, browser-based AR\u002FVR | Browser-based immersive experiences, WebXR apps |\n| 🎮 [XR Cockpit Interaction Specialist](spatial-computing\u002Fxr-cockpit-interaction-specialist.md) | Cockpit-based controls, immersive systems | Cockpit control systems, immersive control interfaces |\n| 🍎 [visionOS Spatial Engineer](spatial-computing\u002Fvisionos-spatial-engineer.md) | Apple Vision Pro development | Vision Pro apps, spatial computing experiences |\n| 🔌 [Terminal Integration Specialist](spatial-computing\u002Fterminal-integration-specialist.md) | Terminal integration, command-line tools | CLI tools, terminal workflows, developer tools |\n\n### 🎯 Specialized Division\n\nThe unique specialists who don't fit in a box.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎭 [Agents Orchestrator](specialized\u002Fagents-orchestrator.md) | Multi-agent coordination, workflow management | Complex projects requiring multiple agent coordination |\n| 🔍 [LSP\u002FIndex Engineer](specialized\u002Flsp-index-engineer.md) | Language Server Protocol, code intelligence | Code intelligence systems, LSP implementation, semantic indexing |\n| 📥 [Sales Data Extraction Agent](specialized\u002Fsales-data-extraction-agent.md) | Excel monitoring, sales metric extraction | Sales data ingestion, MTD\u002FYTD\u002FYear End metrics |\n| 📈 [Data Consolidation Agent](specialized\u002Fdata-consolidation-agent.md) | Sales data aggregation, dashboard reports | Territory summaries, rep performance, pipeline snapshots |\n| 📬 [Report Distribution Agent](specialized\u002Freport-distribution-agent.md) | Automated report delivery | Territory-based report distribution, scheduled sends |\n| 🔐 [Agentic Identity & Trust Architect](specialized\u002Fagentic-identity-trust.md) | Agent identity, authentication, trust verification | Multi-agent identity systems, agent authorization, audit trails |\n| 🔗 [Identity Graph Operator](specialized\u002Fidentity-graph-operator.md) | Shared identity resolution for multi-agent systems | Entity deduplication, merge proposals, cross-agent identity consistency |\n| 💸 [Accounts Payable Agent](specialized\u002Faccounts-payable-agent.md) | Payment processing, vendor management, audit | Autonomous payment execution across crypto, fiat, stablecoins |\n| 🛡️ [Blockchain Security Auditor](specialized\u002Fblockchain-security-auditor.md) | Smart contract audits, exploit analysis | Finding vulnerabilities in contracts before deployment |\n| 📋 [Compliance Auditor](specialized\u002Fcompliance-auditor.md) | SOC 2, ISO 27001, HIPAA, PCI-DSS | Guiding organizations through compliance certification |\n| 🌍 [Cultural Intelligence Strategist](specialized\u002Fspecialized-cultural-intelligence-strategist.md) | Global UX, representation, cultural exclusion | Ensuring software resonates across cultures |\n| 🗣️ [Developer Advocate](specialized\u002Fspecialized-developer-advocate.md) | Community building, DX, developer content | Bridging product and developer community |\n| 🔬 [Model QA Specialist](specialized\u002Fspecialized-model-qa.md) | ML audits, feature analysis, interpretability | End-to-end QA for machine learning models |\n| 🗃️ [ZK Steward](specialized\u002Fzk-steward.md) | Knowledge management, Zettelkasten, notes | Building connected, validated knowledge bases |\n| 🔌 [MCP Builder](specialized\u002Fspecialized-mcp-builder.md) | Model Context Protocol servers, AI agent tooling | Building MCP servers that extend AI agent capabilities |\n| 📄 [Document Generator](specialized\u002Fspecialized-document-generator.md) | PDF, PPTX, DOCX, XLSX generation from code | Professional document creation, reports, data visualization |\n| ⚙️ [Automation Governance Architect](specialized\u002Fautomation-governance-architect.md) | Automation governance, n8n, workflow auditing | Evaluating and governing business automations at scale |\n| 📚 [Corporate Training Designer](specialized\u002Fcorporate-training-designer.md) | Enterprise training, curriculum development | Designing training systems and learning programs |\n| 🏛️ [Government Digital Presales Consultant](specialized\u002Fgovernment-digital-presales-consultant.md) | China ToG presales, digital transformation | Government digital transformation proposals and bids |\n| ⚕️ [Healthcare Marketing Compliance](specialized\u002Fhealthcare-marketing-compliance.md) | China healthcare advertising compliance | Healthcare marketing regulatory compliance |\n| 🎯 [Recruitment Specialist](specialized\u002Frecruitment-specialist.md) | Talent acquisition, recruiting operations | Recruitment strategy, sourcing, and hiring processes |\n| 🎓 [Study Abroad Advisor](specialized\u002Fstudy-abroad-advisor.md) | International education, application planning | Study abroad planning across US, UK, Canada, Australia |\n| 🔗 [Supply Chain Strategist](specialized\u002Fsupply-chain-strategist.md) | Supply chain management, procurement strategy | Supply chain optimization and procurement planning |\n| 🗺️ [Workflow Architect](specialized\u002Fspecialized-workflow-architect.md) | Workflow discovery, mapping, and specification | Mapping every path through a system before code is written |\n| ☁️ [Salesforce Architect](specialized\u002Fspecialized-salesforce-architect.md) | Multi-cloud Salesforce design, governor limits, integrations | Enterprise Salesforce architecture, org strategy, deployment pipelines |\n| 🇫🇷 [French Consulting Market Navigator](specialized\u002Fspecialized-french-consulting-market.md) | ESN\u002FSI ecosystem, portage salarial, rate positioning | Freelance consulting in the French IT market |\n| 🇰🇷 [Korean Business Navigator](specialized\u002Fspecialized-korean-business-navigator.md) | Korean business culture, 품의 process, relationship mechanics | Foreign professionals navigating Korean business relationships |\n| 🏗️ [Civil Engineer](specialized\u002Fspecialized-civil-engineer.md) | Structural analysis, geotechnical design, global building codes | Multi-standard structural engineering across Eurocode, ACI, AISC, and more |\n| 🎧 [Customer Service](specialized\u002Fcustomer-service.md) | Omnichannel support, complaint handling, retention, escalation | Any industry customer support — retail, SaaS, hospitality, finance, logistics |\n| 🏥 [Healthcare Customer Service](specialized\u002Fhealthcare-customer-service.md) | HIPAA-aware patient support, billing, insurance, emergency routing | Healthcare organizations needing compliant, empathetic patient support |\n| 🏨 [Hospitality Guest Services](specialized\u002Fhospitality-guest-services.md) | Reservations, concierge, complaint recovery, loyalty, events | Hotels, resorts, restaurants, and event venues |\n| 🤝 [HR Onboarding](specialized\u002Fhr-onboarding.md) | Pre-boarding, compliance, benefits enrollment, 30-60-90 day plans | Any company onboarding new hires — from startups to enterprise |\n| 🌐 [Language Translator](specialized\u002Flanguage-translator.md) | Spanish ↔ English translation, dialect awareness, cultural context | Travel, business, medical, and legal translation needs |\n| ⏱️ [Legal Billing & Time Tracking](specialized\u002Flegal-billing-time-tracking.md) | Time capture, billing narratives, IOLTA compliance, collections | Law firms maximizing revenue recovery and billing accuracy |\n| 📋 [Legal Client Intake](specialized\u002Flegal-client-intake.md) | Prospect qualification, conflict screening, consultation scheduling | Law firms converting inquiries into retained clients |\n| ⚖️ [Legal Document Review](specialized\u002Flegal-document-review.md) | Contract review, risk flagging, version comparison, compliance | Attorney-ready first-pass review across any practice area |\n| 🏦 [Loan Officer Assistant](specialized\u002Floan-officer-assistant.md) | Borrower intake, TRID compliance, pipeline tracking, closing coordination | Mortgage and consumer lending teams |\n| 🏠 [Real Estate Buyer & Seller](specialized\u002Freal-estate-buyer-seller.md) | Buyer\u002Fseller representation, offers, transaction coordination | Residential and investment real estate transactions |\n| 🛒 [Retail Customer Returns](specialized\u002Fretail-customer-returns.md) | Return processing, fraud prevention, exchanges, vendor returns | Brick-and-mortar, e-commerce, and omnichannel retail |\n\n### 💵 Finance Division\n\nAccounting, financial analysis, tax strategy, and investment research specialists.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 📒 [Bookkeeper & Controller](finance\u002Ffinance-bookkeeper-controller.md) | Month-end close, reconciliation, GAAP compliance, internal controls | Day-to-day accounting operations, audit readiness, financial record-keeping |\n| 📊 [Financial Analyst](finance\u002Ffinance-financial-analyst.md) | Financial modeling, forecasting, scenario analysis, decision support | Three-statement models, variance analysis, data-driven business intelligence |\n| 📈 [FP&A Analyst](finance\u002Ffinance-fpa-analyst.md) | Budgeting, rolling forecasts, variance analysis, business reviews | Annual operating plans, monthly business reviews, strategic resource allocation |\n| 🔍 [Investment Researcher](finance\u002Ffinance-investment-researcher.md) | Due diligence, portfolio analysis, asset valuation, equity research | Investment thesis development, risk assessment, market research |\n| 🏛️ [Tax Strategist](finance\u002Ffinance-tax-strategist.md) | Tax optimization, multi-jurisdictional compliance, transfer pricing | Entity structuring, ETR analysis, audit defense, strategic tax planning |\n\n### 🎮 Game Development Division\n\nBuilding worlds, systems, and experiences across every major engine.\n\n#### Cross-Engine Agents (Engine-Agnostic)\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🎯 [Game Designer](game-development\u002Fgame-designer.md) | Systems design, GDD authorship, economy balancing, gameplay loops | Designing game mechanics, progression systems, writing design documents |\n| 🗺️ [Level Designer](game-development\u002Flevel-designer.md) | Layout theory, pacing, encounter design, environmental storytelling | Building levels, designing encounter flow, spatial narrative |\n| 🎨 [Technical Artist](game-development\u002Ftechnical-artist.md) | Shaders, VFX, LOD pipeline, art-to-engine optimization | Bridging art and engineering, shader authoring, performance-safe asset pipelines |\n| 🔊 [Game Audio Engineer](game-development\u002Fgame-audio-engineer.md) | FMOD\u002FWwise, adaptive music, spatial audio, audio budgets | Interactive audio systems, dynamic music, audio performance |\n| 📖 [Narrative Designer](game-development\u002Fnarrative-designer.md) | Story systems, branching dialogue, lore architecture | Writing branching narratives, implementing dialogue systems, world lore |\n\n#### Unity\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🏗️ [Unity Architect](game-development\u002Funity\u002Funity-architect.md) | ScriptableObjects, data-driven modularity, DOTS\u002FECS | Large-scale Unity projects, data-driven system design, ECS performance work |\n| ✨ [Unity Shader Graph Artist](game-development\u002Funity\u002Funity-shader-graph-artist.md) | Shader Graph, HLSL, URP\u002FHDRP, Renderer Features | Custom Unity materials, VFX shaders, post-processing passes |\n| 🌐 [Unity Multiplayer Engineer](game-development\u002Funity\u002Funity-multiplayer-engineer.md) | Netcode for GameObjects, Unity Relay\u002FLobby, server authority, prediction | Online Unity games, client prediction, Unity Gaming Services integration |\n| 🛠️ [Unity Editor Tool Developer](game-development\u002Funity\u002Funity-editor-tool-developer.md) | EditorWindows, AssetPostprocessors, PropertyDrawers, build validation | Custom Unity Editor tooling, pipeline automation, content validation |\n\n#### Unreal Engine\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| ⚙️ [Unreal Systems Engineer](game-development\u002Funreal-engine\u002Funreal-systems-engineer.md) | C++\u002FBlueprint hybrid, GAS, Nanite constraints, memory management | Complex Unreal gameplay systems, Gameplay Ability System, engine-level C++ |\n| 🎨 [Unreal Technical Artist](game-development\u002Funreal-engine\u002Funreal-technical-artist.md) | Material Editor, Niagara, PCG, Substrate | Unreal materials, Niagara VFX, procedural content generation |\n| 🌐 [Unreal Multiplayer Architect](game-development\u002Funreal-engine\u002Funreal-multiplayer-architect.md) | Actor replication, GameMode\u002FGameState hierarchy, dedicated server | Unreal online games, replication graphs, server authoritative Unreal |\n| 🗺️ [Unreal World Builder](game-development\u002Funreal-engine\u002Funreal-world-builder.md) | World Partition, Landscape, HLOD, LWC | Large open-world Unreal levels, streaming systems, terrain at scale |\n\n#### Godot\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 📜 [Godot Gameplay Scripter](game-development\u002Fgodot\u002Fgodot-gameplay-scripter.md) | GDScript 2.0, signals, composition, static typing | Godot gameplay systems, scene composition, performance-conscious GDScript |\n| 🌐 [Godot Multiplayer Engineer](game-development\u002Fgodot\u002Fgodot-multiplayer-engineer.md) | MultiplayerAPI, ENet\u002FWebRTC, RPCs, authority model | Online Godot games, scene replication, server-authoritative Godot |\n| ✨ [Godot Shader Developer](game-development\u002Fgodot\u002Fgodot-shader-developer.md) | Godot shading language, VisualShader, RenderingDevice | Custom Godot materials, 2D\u002F3D effects, post-processing, compute shaders |\n\n#### Blender\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🧩 [Blender Addon Engineer](game-development\u002Fblender\u002Fblender-addon-engineer.md) | Blender Python (`bpy`), custom operators\u002Fpanels, asset validators, exporters, pipeline automation | Building Blender add-ons, asset prep tools, export workflows, and DCC pipeline automation |\n\n#### Roblox Studio\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| ⚙️ [Roblox Systems Scripter](game-development\u002Froblox-studio\u002Froblox-systems-scripter.md) | Luau, RemoteEvents\u002FFunctions, DataStore, server-authoritative module architecture | Building secure Roblox game systems, client-server communication, data persistence |\n| 🎯 [Roblox Experience Designer](game-development\u002Froblox-studio\u002Froblox-experience-designer.md) | Engagement loops, monetization, D1\u002FD7 retention, onboarding flow | Designing Roblox game loops, Game Passes, daily rewards, player retention |\n| 👗 [Roblox Avatar Creator](game-development\u002Froblox-studio\u002Froblox-avatar-creator.md) | UGC pipeline, accessory rigging, Creator Marketplace submission | Roblox UGC items, HumanoidDescription customization, in-experience avatar shops |\n\n### 📚 Academic Division\n\nScholarly rigor for world-building, storytelling, and narrative design.\n\n| Agent | Specialty | When to Use |\n|-------|-----------|-------------|\n| 🌍 [Anthropologist](academic\u002Facademic-anthropologist.md) | Cultural systems, kinship, rituals, belief systems | Designing culturally coherent societies with internal logic |\n| 🌐 [Geographer](academic\u002Facademic-geographer.md) | Physical\u002Fhuman geography, climate, cartography | Building geographically coherent worlds with realistic terrain and settlements |\n| 📚 [Historian](academic\u002Facademic-historian.md) | Historical analysis, periodization, material culture | Validating historical coherence, enriching settings with authentic period detail |\n| 📜 [Narratologist](academic\u002Facademic-narratologist.md) | Narrative theory, story structure, character arcs | Analyzing and improving story structure with established theoretical frameworks |\n| 🧠 [Psychologist](academic\u002Facademic-psychologist.md) | Personality theory, motivation, cognitive patterns | Building psychologically credible characters grounded in research |\n\n---\n\n## 🎯 Real-World Use Cases\n\n### Scenario 1: Building a Startup MVP\n\n**Your Team**:\n1. 🎨 **Frontend Developer** - Build the React app\n2. 🏗️ **Backend Architect** - Design the API and database\n3. 🚀 **Growth Hacker** - Plan user acquisition\n4. ⚡ **Rapid Prototyper** - Fast iteration cycles\n5. 🔍 **Reality Checker** - Ensure quality before launch\n\n**Result**: Ship faster with specialized expertise at every stage.\n\n---\n\n### Scenario 2: Marketing Campaign Launch\n\n**Your Team**:\n1. 📝 **Content Creator** - Develop campaign content\n2. 🐦 **Twitter Engager** - Twitter strategy and execution\n3. 📸 **Instagram Curator** - Visual content and stories\n4. 🤝 **Reddit Community Builder** - Authentic community engagement\n5. 📊 **Analytics Reporter** - Track and optimize performance\n\n**Result**: Multi-channel coordinated campaign with platform-specific expertise.\n\n---\n\n### Scenario 3: Enterprise Feature Development\n\n**Your Team**:\n1. 👔 **Senior Project Manager** - Scope and task planning\n2. 💎 **Senior Developer** - Complex implementation\n3. 🎨 **UI Designer** - Design system and components\n4. 🧪 **Experiment Tracker** - A\u002FB test planning\n5. 📸 **Evidence Collector** - Quality verification\n6. 🔍 **Reality Checker** - Production readiness\n\n**Result**: Enterprise-grade delivery with quality gates and documentation.\n\n---\n\n### Scenario 4: Paid Media Account Takeover\n\n**Your Team**:\n\n1. 📋 **Paid Media Auditor** - Comprehensive account assessment\n2. 📡 **Tracking & Measurement Specialist** - Verify conversion tracking accuracy\n3. 💰 **PPC Campaign Strategist** - Redesign account architecture\n4. 🔍 **Search Query Analyst** - Clean up wasted spend from search terms\n5. ✍️ **Ad Creative Strategist** - Refresh all ad copy and extensions\n6. 📊 **Analytics Reporter** (Support Division) - Build reporting dashboards\n\n**Result**: Systematic account takeover with tracking verified, waste eliminated, structure optimized, and creative refreshed — all within the first 30 days.\n\n---\n\n### Scenario 5: Full Agency Product Discovery\n\n**Your Team**: All 8 divisions working in parallel on a single mission.\n\nSee the **[Nexus Spatial Discovery Exercise](examples\u002Fnexus-spatial-discovery.md)** -- a complete example where 8 agents (Product Trend Researcher, Backend Architect, Brand Guardian, Growth Hacker, Support Responder, UX Researcher, Project Shepherd, and XR Interface Architect) were deployed simultaneously to evaluate a software opportunity and produce a unified product plan covering market validation, technical architecture, brand strategy, go-to-market, support systems, UX research, project execution, and spatial UI design.\n\n**Result**: Comprehensive, cross-functional product blueprint produced in a single session. [More examples](examples\u002F).\n\n---\n\n## 🤝 Contributing\n\nWe welcome contributions! Here's how you can help:\n\n### Add a New Agent\n\n1. Fork the repository\n2. Create a new agent file in the appropriate category\n3. Follow the agent template structure:\n   - Frontmatter with name, description, color\n   - Identity & Memory section\n   - Core Mission\n   - Critical Rules (domain-specific)\n   - Technical Deliverables with examples\n   - Workflow Process\n   - Success Metrics\n4. Submit a PR with your agent\n\n### Improve Existing Agents\n\n- Add real-world examples\n- Enhance code samples\n- Update success metrics\n- Improve workflows\n\n### Share Your Success Stories\n\nHave you used these agents successfully? Share your story in the [Discussions](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fdiscussions)!\n\n---\n\n## 📖 Agent Design Philosophy\n\nEach agent is designed with:\n\n1. **🎭 Strong Personality**: Not generic templates - real character and voice\n2. **📋 Clear Deliverables**: Concrete outputs, not vague guidance\n3. **✅ Success Metrics**: Measurable outcomes and quality standards\n4. **🔄 Proven Workflows**: Step-by-step processes that work\n5. **💡 Learning Memory**: Pattern recognition and continuous improvement\n\n---\n\n## 🎁 What Makes This Special?\n\n### Unlike Generic AI Prompts:\n- ❌ Generic \"Act as a developer\" prompts\n- ✅ Deep specialization with personality and process\n\n### Unlike Prompt Libraries:\n- ❌ One-off prompt collections\n- ✅ Comprehensive agent systems with workflows and deliverables\n\n### Unlike AI Tools:\n- ❌ Black box tools you can't customize\n- ✅ Transparent, forkable, adaptable agent personalities\n\n---\n\n## 🎨 Agent Personality Highlights\n\n> \"I don't just test your code - I default to finding 3-5 issues and require visual proof for everything.\"\n>\n> -- **Evidence Collector** (Testing Division)\n\n> \"You're not marketing on Reddit - you're becoming a valued community member who happens to represent a brand.\"\n>\n> -- **Reddit Community Builder** (Marketing Division)\n\n> \"Every playful element must serve a functional or emotional purpose. Design delight that enhances rather than distracts.\"\n>\n> -- **Whimsy Injector** (Design Division)\n\n> \"Let me add a celebration animation that reduces task completion anxiety by 40%\"\n>\n> -- **Whimsy Injector** (during a UX review)\n\n---\n\n## 📊 Stats\n\n- 🎭 **144 Specialized Agents** across 12 divisions\n- 📝 **10,000+ lines** of personality, process, and code examples\n- ⏱️ **Months of iteration** from real-world usage\n- 🌟 **Battle-tested** in production environments\n- 💬 **50+ requests** in first 12 hours on Reddit\n\n---\n\n## 🔌 Multi-Tool Integrations\n\nThe Agency works natively with Claude Code, and ships conversion + install scripts so you can use the same agents across every major agentic coding tool.\n\n### Supported Tools\n\n- **[Claude Code](https:\u002F\u002Fclaude.ai\u002Fcode)** — native `.md` agents, no conversion needed → `~\u002F.claude\u002Fagents\u002F`\n- **[GitHub Copilot](https:\u002F\u002Fgithub.com\u002Fcopilot)** — native `.md` agents, no conversion needed → `~\u002F.github\u002Fagents\u002F` + `~\u002F.copilot\u002Fagents\u002F`\n- **[Antigravity](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fantigravity)** — `SKILL.md` per agent → `~\u002F.gemini\u002Fantigravity\u002Fskills\u002F`\n- **[Gemini CLI](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli)** — extension + `SKILL.md` files → `~\u002F.gemini\u002Fextensions\u002Fagency-agents\u002F`\n- **[OpenCode](https:\u002F\u002Fopencode.ai)** — `.md` agent files → `.opencode\u002Fagents\u002F`\n- **[Cursor](https:\u002F\u002Fcursor.sh)** — `.mdc` rule files → `.cursor\u002Frules\u002F`\n- **[Aider](https:\u002F\u002Faider.chat)** — single `CONVENTIONS.md` → `.\u002FCONVENTIONS.md`\n- **[Windsurf](https:\u002F\u002Fcodeium.com\u002Fwindsurf)** — single `.windsurfrules` → `.\u002F.windsurfrules`\n- **[OpenClaw](https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw)** — `SOUL.md` + `AGENTS.md` + `IDENTITY.md` per agent\n- **[Qwen Code](https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code)** — `.md` SubAgent files → `~\u002F.qwen\u002Fagents\u002F`\n- **[Kimi Code](https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002Fkimi-cli)** — YAML agent specs → `~\u002F.config\u002Fkimi\u002Fagents\u002F`\n\n---\n\n### ⚡ Quick Install\n\n**Step 1 -- Generate integration files:**\n```bash\n.\u002Fscripts\u002Fconvert.sh\n# Faster (parallel, output order may vary): .\u002Fscripts\u002Fconvert.sh --parallel\n```\n\n**Step 2 -- Install (interactive, auto-detects your tools):**\n```bash\n.\u002Fscripts\u002Finstall.sh\n# Faster (parallel, output order may vary): .\u002Fscripts\u002Finstall.sh --no-interactive --parallel\n```\n\nThe installer scans your system for installed tools, shows a checkbox UI, and lets you pick exactly what to install:\n\n```\n  +------------------------------------------------+\n  |   The Agency -- Tool Installer                 |\n  +------------------------------------------------+\n\n  System scan: [*] = detected on this machine\n\n  [x]  1)  [*]  Claude Code     (claude.ai\u002Fcode)\n  [x]  2)  [*]  Copilot         (~\u002F.github + ~\u002F.copilot)\n  [x]  3)  [*]  Antigravity     (~\u002F.gemini\u002Fantigravity)\n  [ ]  4)  [ ]  Gemini CLI      (gemini extension)\n  [ ]  5)  [ ]  OpenCode        (opencode.ai)\n  [ ]  6)  [ ]  OpenClaw        (~\u002F.openclaw\u002Fagency-agents)\n  [x]  7)  [*]  Cursor          (.cursor\u002Frules)\n  [ ]  8)  [ ]  Aider           (CONVENTIONS.md)\n  [ ]  9)  [ ]  Windsurf        (.windsurfrules)\n  [ ] 10)  [ ]  Qwen Code       (~\u002F.qwen\u002Fagents)\n  [ ] 11)  [ ]  Kimi Code       (~\u002F.config\u002Fkimi\u002Fagents)\n\n  [1-11] toggle   [a] all   [n] none   [d] detected\n  [Enter] install   [q] quit\n```\n\n**Or install a specific tool directly:**\n```bash\n.\u002Fscripts\u002Finstall.sh --tool cursor\n.\u002Fscripts\u002Finstall.sh --tool opencode\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n```\n\n**Non-interactive (CI\u002Fscripts):**\n```bash\n.\u002Fscripts\u002Finstall.sh --no-interactive --tool all\n```\n\n**Faster runs (parallel)** — On multi-core machines, use `--parallel` so each tool is processed in parallel. Output order across tools is non-deterministic. Works with both interactive and non-interactive install: e.g. `.\u002Fscripts\u002Finstall.sh --interactive --parallel` (pick tools, then install in parallel) or `.\u002Fscripts\u002Finstall.sh --no-interactive --parallel`. Job count defaults to `nproc` (Linux), `sysctl -n hw.ncpu` (macOS), or 4; override with `--jobs N`.\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --parallel                    # convert all tools in parallel\n.\u002Fscripts\u002Fconvert.sh --parallel --jobs 8           # cap parallel jobs\n.\u002Fscripts\u002Finstall.sh --no-interactive --parallel   # install all detected tools in parallel\n.\u002Fscripts\u002Finstall.sh --interactive --parallel      # pick tools, then install in parallel\n.\u002Fscripts\u002Finstall.sh --no-interactive --parallel --jobs 4\n```\n\n---\n\n### Tool-Specific Instructions\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Claude Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAgents are copied directly from the repo into `~\u002F.claude\u002Fagents\u002F` -- no conversion needed.\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool claude-code\n```\n\nThen activate in Claude Code:\n```\nUse the Frontend Developer agent to review this component.\n```\n\nSee [integrations\u002Fclaude-code\u002FREADME.md](integrations\u002Fclaude-code\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>GitHub Copilot\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAgents are copied directly from the repo into `~\u002F.github\u002Fagents\u002F` and `~\u002F.copilot\u002Fagents\u002F` -- no conversion needed.\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool copilot\n```\n\nThen activate in GitHub Copilot:\n```\nUse the Frontend Developer agent to review this component.\n```\n\nSee [integrations\u002Fgithub-copilot\u002FREADME.md](integrations\u002Fgithub-copilot\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Antigravity (Gemini)\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nEach agent becomes a skill in `~\u002F.gemini\u002Fantigravity\u002Fskills\u002Fagency-\u003Cslug>\u002F`.\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n```\n\nActivate in Gemini with Antigravity:\n```\n@agency-frontend-developer review this React component\n```\n\nSee [integrations\u002Fantigravity\u002FREADME.md](integrations\u002Fantigravity\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Gemini CLI\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nInstalls as a Gemini CLI extension with one skill per agent plus a manifest.\nOn a fresh clone, generate the Gemini extension files before running the installer.\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --tool gemini-cli\n.\u002Fscripts\u002Finstall.sh --tool gemini-cli\n```\n\nSee [integrations\u002Fgemini-cli\u002FREADME.md](integrations\u002Fgemini-cli\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>OpenCode\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAgents are placed in `.opencode\u002Fagents\u002F` in your project root (project-scoped).\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool opencode\n```\n\nOr install globally:\n```bash\nmkdir -p ~\u002F.config\u002Fopencode\u002Fagents\ncp integrations\u002Fopencode\u002Fagents\u002F*.md ~\u002F.config\u002Fopencode\u002Fagents\u002F\n```\n\nActivate in OpenCode:\n```\n@backend-architect design this API.\n```\n\nSee [integrations\u002Fopencode\u002FREADME.md](integrations\u002Fopencode\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Cursor\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nEach agent becomes a `.mdc` rule file in `.cursor\u002Frules\u002F` of your project.\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool cursor\n```\n\nRules are auto-applied when Cursor detects them in the project. Reference them explicitly:\n```\nUse the @security-engineer rules to review this code.\n```\n\nSee [integrations\u002Fcursor\u002FREADME.md](integrations\u002Fcursor\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Aider\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAll agents are compiled into a single `CONVENTIONS.md` file that Aider reads automatically.\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool aider\n```\n\nThen reference agents in your Aider session:\n```\nUse the Frontend Developer agent to refactor this component.\n```\n\nSee [integrations\u002Faider\u002FREADME.md](integrations\u002Faider\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Windsurf\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAll agents are compiled into `.windsurfrules` in your project root.\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool windsurf\n```\n\nReference agents in Windsurf's Cascade:\n```\nUse the Reality Checker agent to verify this is production ready.\n```\n\nSee [integrations\u002Fwindsurf\u002FREADME.md](integrations\u002Fwindsurf\u002FREADME.md) for details.\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>OpenClaw\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nEach agent becomes a workspace with `SOUL.md`, `AGENTS.md`, and `IDENTITY.md` in `~\u002F.openclaw\u002Fagency-agents\u002F`.\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n```\n\nIf the `openclaw` CLI is available, the installer registers each workspace automatically.\nRun `openclaw gateway restart` after installation so the new agents are activated.\n\nSee [integrations\u002Fopenclaw\u002FREADME.md](integrations\u002Fopenclaw\u002FREADME.md) for details.\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Qwen Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nSubAgents are installed to `.qwen\u002Fagents\u002F` in your project root (project-scoped).\n\n```bash\n# Convert and install (run from your project root)\ncd \u002Fyour\u002Fproject\n.\u002Fscripts\u002Fconvert.sh --tool qwen\n.\u002Fscripts\u002Finstall.sh --tool qwen\n```\n\n**Usage in Qwen Code:**\n- Reference by name: `Use the frontend-developer agent to review this component`\n- Or let Qwen auto-delegate based on task context\n- Manage via `\u002Fagents` command in interactive mode\n\n> 📚 [Qwen SubAgents Docs](https:\u002F\u002Fqwenlm.github.io\u002Fqwen-code-docs\u002Fen\u002Fusers\u002Ffeatures\u002Fsub-agents\u002F)\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Kimi Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\nAgents are converted to Kimi Code CLI format (YAML + system prompt) and installed to `~\u002F.config\u002Fkimi\u002Fagents\u002F`.\n\n```bash\n# Convert and install\n.\u002Fscripts\u002Fconvert.sh --tool kimi\n.\u002Fscripts\u002Finstall.sh --tool kimi\n```\n\n**Usage with Kimi Code:**\n```bash\n# Use an agent\nkimi --agent-file ~\u002F.config\u002Fkimi\u002Fagents\u002Ffrontend-developer\u002Fagent.yaml\n\n# In a project\nkimi --agent-file ~\u002F.config\u002Fkimi\u002Fagents\u002Ffrontend-developer\u002Fagent.yaml \\\n     --work-dir \u002Fyour\u002Fproject \\\n     \"Review this React component\"\n```\n\nSee [integrations\u002Fkimi\u002FREADME.md](integrations\u002Fkimi\u002FREADME.md) for details.\n\n\u003C\u002Fdetails>\n\n---\n\n### Regenerating After Changes\n\nWhen you add new agents or edit existing ones, regenerate all integration files:\n\n```bash\n.\u002Fscripts\u002Fconvert.sh                    # regenerate all (serial)\n.\u002Fscripts\u002Fconvert.sh --parallel         # regenerate all in parallel (faster)\n.\u002Fscripts\u002Fconvert.sh --tool cursor      # regenerate just one tool\n```\n\n---\n\n## 🗺️ Roadmap\n\n- [ ] Interactive agent selector web tool\n- [x] Multi-agent workflow examples -- see [examples\u002F](examples\u002F)\n- [x] Multi-tool integration scripts (Claude Code, GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Qwen Code, Kimi Code)\n- [ ] Video tutorials on agent design\n- [ ] Community agent marketplace\n- [ ] Agent \"personality quiz\" for project matching\n- [ ] \"Agent of the Week\" showcase series\n\n---\n\n## 🌐 Community Translations & Localizations\n\nCommunity-maintained translations and regional adaptations. These are independently maintained -- see each repo for coverage and version compatibility.\n\n| Language | Maintainer | Link | Notes |\n|----------|-----------|------|-------|\n| 🇨🇳 简体中文 (zh-CN) | [@jnMetaCode](https:\u002F\u002Fgithub.com\u002FjnMetaCode) | [agency-agents-zh](https:\u002F\u002Fgithub.com\u002FjnMetaCode\u002Fagency-agents-zh) | 141 translated agents + 46 China-market originals |\n| 🇨🇳 简体中文 (zh-CN) | [@dsclca12](https:\u002F\u002Fgithub.com\u002Fdsclca12) | [agent-teams](https:\u002F\u002Fgithub.com\u002Fdsclca12\u002Fagent-teams) | Independent translation with Bilibili, WeChat, Xiaohongshu localization |\n\nWant to add a translation? Open an issue and we'll link it here.\n\n---\n\n## 🔗 Related Resources\n\n- [awesome-openclaw-agents](https:\u002F\u002Fgithub.com\u002Fmergisi\u002Fawesome-openclaw-agents) — Community-maintained OpenClaw agent collection (derived from this repo)\n\n---\n\n## 📜 License\n\nMIT License - Use freely, commercially or personally. Attribution appreciated but not required.\n\n---\n\n## 🙏 Acknowledgments\n\nWhat started as a Reddit thread about AI agent specialization has grown into something remarkable — **147 agents across 12 divisions**, supported by a community of contributors from around the world. Every agent in this repo exists because someone cared enough to write it, test it, and share it.\n\nTo everyone who has opened a PR, filed an issue, started a Discussion, or simply tried an agent and told us what worked — thank you. You're the reason The Agency keeps getting better.\n\n---\n\n## 💬 Community\n\n- **GitHub Discussions**: [Share your success stories](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fdiscussions)\n- **Issues**: [Report bugs or request features](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues)\n- **Reddit**: Join the conversation on r\u002FClaudeAI\n- **Twitter\u002FX**: Share with #TheAgency\n\n---\n\n## 🚀 Get Started\n\n1. **Browse** the agents above and find specialists for your needs\n2. **Copy** the agents to `~\u002F.claude\u002Fagents\u002F` for Claude Code integration\n3. **Activate** agents by referencing them in your Claude conversations\n4. **Customize** agent personalities and workflows for your specific needs\n5. **Share** your results and contribute back to the community\n\n---\n\n\u003Cdiv align=\"center\">\n\n**🎭 The Agency: Your AI Dream Team Awaits 🎭**\n\n[⭐ Star this repo](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents) • [🍴 Fork it](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Ffork) • [🐛 Report an issue](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues) • [❤️ Sponsor](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fmsitarzewski)\n\nMade with ❤️ by the community, for the community\n\n\u003C\u002Fdiv>\n","# 🎭 代理机构：随时准备变革您工作流的AI专家\n\n> **触手可及的完整AI代理机构** - 从前端高手到Reddit社区达人，从创意注入者到现实检验者。每个代理都是具有个性、流程和可靠交付成果的专业专家。\n\n[![GitHub 星标](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fmsitarzewski\u002Fagency-agents?style=social)](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents)\n[![许可证：MIT](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-MIT-yellow.svg)](https:\u002F\u002Fopensource.org\u002Flicenses\u002FMIT)\n[![欢迎提交PR](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPRs-welcome-brightgreen.svg)](https:\u002F\u002Fmakeapullrequest.com)\n[![赞助](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSponsor-%E2%9D%A4-pink?logo=github)](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fmsitarzewski)\n\n---\n\n## 🚀 这是什么？\n\n**代理机构**诞生于一个Reddit帖子和数月的迭代过程，是一个不断增长的、精心打造的AI代理人格集合。每个代理都具备：\n\n- **🎯 专业化**：在其领域内拥有深厚的专业知识（而非通用的提示模板）\n- **🧠 人格驱动**：独特的语音、沟通风格和方法\n- **📋 以交付为导向**：真实的代码、流程和可衡量的成果\n- **✅ 生产就绪**：经过实战考验的工作流程和成功指标\n\n**可以这样理解**：就像组建一支梦之队，只不过他们是永不眠、从不抱怨且始终能交付成果的AI专家。\n\n---\n\n## ⚡ 快速入门\n\n### 选项1：与Claude Code一起使用（推荐）\n\n```bash\n# 将所有代理安装到您的Claude Code目录\n.\u002Fscripts\u002Finstall.sh --tool claude-code\n\n# 或者如果您只想要一个部门，也可以手动复制相应类别\ncp engineering\u002F*.md ~\u002F.claude\u002Fagents\u002F\n\n# 然后在您的Claude Code会话中激活任意代理：\n# “嘿Claude，激活前端开发者模式，帮我构建一个React组件”\n```\n\n### 选项2：作为参考使用\n\n每个代理文件包含：\n- 身份与性格特征\n- 核心使命与工作流程\n- 技术交付物及代码示例\n- 成功指标与沟通风格\n\n请浏览下方的代理列表，并复制或改编您需要的代理！\n\n### 选项3：与其他工具一起使用（GitHub Copilot、Antigravity、Gemini CLI、OpenCode、OpenClaw、Cursor、Aider、Windsurf、Kimi Code）\n\n```bash\n# 第一步 -- 为所有支持的工具生成集成文件\n.\u002Fscripts\u002Fconvert.sh\n\n# 第二步 -- 交互式安装（自动检测您已安装的内容）\n.\u002Fscripts\u002Finstall.sh\n\n# 或直接针对特定工具进行安装\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n.\u002Fscripts\u002Finstall.sh --tool gemini-cli\n.\u002Fscripts\u002Finstall.sh --tool opencode\n.\u002Fscripts\u002Finstall.sh --tool copilot\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool cursor\n.\u002Fscripts\u002Finstall.sh --tool aider\n.\u002Fscripts\u002Finstall.sh --tool windsurf\n.\u002Fscripts\u002Finstall.sh --tool kimi\n```\n\n有关详细信息，请参阅下方的【多工具集成】部分。\n\n---\n\n## 🎨 代理机构名单\n\n### 💻 工程部\n\n每一次提交，都在构建未来。\n\n| 代理 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎨 [前端开发者](engineering\u002Fengineering-frontend-developer.md) | React\u002FVue\u002FAngular、UI 实现、性能优化 | 现代 Web 应用、像素级精确的 UI、Core Web Vitals 优化 |\n| 🏗️ [后端架构师](engineering\u002Fengineering-backend-architect.md) | API 设计、数据库架构、可扩展性 | 服务器端系统、微服务、云基础设施 |\n| 📱 [移动应用开发者](engineering\u002Fengineering-mobile-app-builder.md) | iOS\u002FAndroid、React Native、Flutter | 原生与跨平台移动应用 |\n| 🤖 [AI 工程师](engineering\u002Fengineering-ai-engineer.md) | 机器学习模型、部署、AI 集成 | 机器学习功能、数据流水线、AI 驱动的应用 |\n| 🚀 [DevOps 自动化工程师](engineering\u002Fengineering-devops-automator.md) | CI\u002FCD、基础设施自动化、云运维 | 流水线开发、部署自动化、监控 |\n| ⚡ [快速原型师](engineering\u002Fengineering-rapid-prototyper.md) | 快速 POC 开发、MVP | 快速概念验证、黑客松项目、快速迭代 |\n| 💎 [高级开发者](engineering\u002Fengineering-senior-developer.md) | Laravel\u002FLivewire、高级模式 | 复杂实现、架构决策 |\n| 🔧 [Filament 优化专家](engineering\u002Fengineering-filament-optimization-specialist.md) | Filament PHP 管理后台 UX、结构化表单重构、资源优化 | 重构 Filament 资源\u002F表单\u002F表格，打造更快速、更整洁的管理流程 |\n| 🔒 [安全工程师](engineering\u002Fengineering-security-engineer.md) | 威胁建模、安全代码评审、安全架构 | 应用程序安全、漏洞评估、安全 CI\u002FCD |\n| ⚡ [自主优化架构师](engineering\u002Fengineering-autonomous-optimization-architect.md) | LLM 路由、成本优化、影子测试 | 需要智能 API 选择和成本约束的自主系统 |\n| 🔩 [嵌入式固件工程师](engineering\u002Fengineering-embedded-firmware-engineer.md) | 裸机、RTOS、ESP32\u002FSTM32\u002FNordic 固件 | 生产级嵌入式系统和 IoT 设备 |\n| 🚨 [事件响应指挥官](engineering\u002Fengineering-incident-response-commander.md) | 事件管理、事后分析、值班 | 管理生产环境中的突发事件并建立应急准备机制 |\n| ⛓️ [Solidity 智能合约工程师](engineering\u002Fengineering-solidity-smart-contract-engineer.md) | EVM 合约、Gas 优化、DeFi | 安全且 Gas 优化的智能合约及 DeFi 协议 |\n| 🧭 [代码库入职工程师](engineering\u002Fengineering-codebase-onboarding-engineer.md) | 快速开发者入职、只读代码库探索、事实性解释 | 帮助新开发者通过阅读代码、追踪代码路径以及说明结构和行为来快速理解陌生的代码库 |\n| 📚 [技术文档工程师](engineering\u002Fengineering-technical-writer.md) | 开发者文档、API 参考、教程 | 清晰、准确的技术文档 |\n| 🎯 [威胁检测工程师](engineering\u002Fengineering-threat-detection-engineer.md) | SIEM 规则、威胁狩猎、ATT&CK 映射 | 构建检测层和威胁狩猎能力 |\n| 💬 [微信小程序开发者](engineering\u002Fengineering-wechat-mini-program-developer.md) | 微信生态、小程序、支付集成 | 为微信生态构建高性能应用 |\n| 👁️ [代码审查员](engineering\u002Fengineering-code-reviewer.md) | 建设性代码审查、安全性、可维护性 | PR 审查、代码质量门禁、通过审查进行指导 |\n| 🗄️ [数据库优化师](engineering\u002Fengineering-database-optimizer.md) | 模式设计、查询优化、索引策略 | PostgreSQL\u002FMySQL 调优、慢查询调试、迁移规划 |\n| 🌿 [Git 工作流大师](engineering\u002Fengineering-git-workflow-master.md) | 分支策略、Conventional Commits、高级 Git | Git 工作流设计、历史清理、CI 友好的分支管理 |\n| 🏛️ [软件架构师](engineering\u002Fengineering-software-architect.md) | 系统设计、DDD、架构模式、权衡分析 | 架构决策、领域建模、系统演进策略 |\n| 🛡️ [SRE](engineering\u002Fengineering-sre.md) | SLO、错误预算、可观测性、混沌工程 | 生产可靠性、减少琐碎工作、容量规划 |\n| 🧬 [AI 数据修复工程师](engineering\u002Fengineering-ai-data-remediation-engineer.md) | 自我修复流水线、气隙 SLM、语义聚类 | 在不丢失任何数据的情况下大规模修复损坏的数据 |\n| 🔧 [数据工程师](engineering\u002Fengineering-data-engineer.md) | 数据流水线、湖仓一体架构、ETL\u002FELT | 构建可靠的数据基础设施和数据仓库 |\n| 🔗 [飞书集成开发者](engineering\u002Fengineering-feishu-integration-developer.md) | 飞书\u002FLark 开放平台、机器人、工作流 | 为飞书生态系统构建集成 |\n| 🧱 [CMS 开发者](engineering\u002Fengineering-cms-developer.md) | WordPress 和 Drupal 主题、插件\u002F模块、内容架构 | 以代码优先的方式实现和定制 CMS |\n| 📧 [邮件情报工程师](engineering\u002Fengineering-email-intelligence-engineer.md) | 邮件解析、MIME 提取、为 AI 代理提供结构化数据 | 将原始邮件线程转化为可供推理的上下文 |\n| 🎙️ [语音 AI 集成工程师](engineering\u002Fengineering-voice-ai-integration-engineer.md) | 语音转文本流水线、Whisper、ASR、说话人分离 | 端到端转录流水线、音频预处理、结构化转录交付 |\n\n### 🎨 设计部门\n\n让产品既美观又实用，令人愉悦。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎯 [UI设计师](design\u002Fdesign-ui-designer.md) | 视觉设计、组件库、设计系统 | 界面创建、品牌一致性、组件设计 |\n| 🔍 [用户体验研究员](design\u002Fdesign-ux-researcher.md) | 用户测试、行为分析、研究 | 理解用户、可用性测试、设计洞察 |\n| 🏛️ [用户体验架构师](design\u002Fdesign-ux-architect.md) | 技术架构、CSS系统、实现 | 便于开发者使用的基础、实施指导 |\n| 🎭 [品牌守护者](design\u002Fdesign-brand-guardian.md) | 品牌形象、一致性、定位 | 品牌战略、形象开发、指南制定 |\n| 📖 [视觉叙事师](design\u002Fdesign-visual-storyteller.md) | 视觉叙事、多媒体内容 | 引人入胜的视觉故事、品牌叙事 |\n| ✨ [奇趣注入员](design\u002Fdesign-whimsy-injector.md) | 个性、愉悦感、趣味交互 | 增添乐趣、微交互、彩蛋、品牌个性 |\n| 📷 [图像提示工程师](design\u002Fdesign-image-prompt-engineer.md) | AI图像生成提示、摄影 | 面向Midjourney、DALL-E、Stable Diffusion的摄影提示 |\n| 🌈 [包容性视觉专家](design\u002Fdesign-inclusive-visuals-specialist.md) | 多元化呈现、偏见缓解、真实影像 | 生成文化上准确的AI图像和视频 |\n\n### 💰 付费媒体部门\n\n将广告投入转化为可衡量的业务成果。\n\n| 代理人 | 专长 | 使用场景 |\n| --- | --- | --- |\n| 💰 [PPC广告活动策略师](paid-media\u002Fpaid-media-ppc-strategist.md) | Google\u002FMicrosoft\u002FAmazon广告、账户架构、竞价策略 | 账户搭建、预算分配、规模扩展、效果诊断 |\n| 🔍 [搜索查询分析师](paid-media\u002Fpaid-media-search-query-analyst.md) | 搜索词分析、否定关键词、意图映射 | 查询审计、消除无效支出、关键词发现 |\n| 📋 [付费媒体审计师](paid-media\u002Fpaid-media-auditor.md) | 超过200项的账户审计、竞争分析 | 账户接管、季度审查、竞品方案评估 |\n| 📡 [跟踪与测量专家](paid-media\u002Fpaid-media-tracking-specialist.md) | GTM、GA4、转化跟踪、CAPI | 新系统部署、跟踪审计、平台迁移 |\n| ✍️ [广告创意策略师](paid-media\u002Fpaid-media-creative-strategist.md) | RSA文案、Meta创意、Performance Max素材 | 创意投放、测试计划、刷新广告疲劳度 |\n| 📺 [程序化与展示广告购买员](paid-media\u002Fpaid-media-programmatic-buyer.md) | GDN、DSP、合作伙伴媒体、ABM展示广告 | 展示广告策划、合作伙伴拓展、ABM项目 |\n| 📱 [付费社交策略师](paid-media\u002Fpaid-media-paid-social-strategist.md) | Meta、LinkedIn、TikTok、跨平台社交 | 社交广告活动、平台选择、受众策略 |\n\n### 💼 销售部门\n\n通过专业技巧而非CRM琐事，将潜在客户线索转化为收入。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎯 [外拓策略师](sales\u002Fsales-outbound-strategist.md) | 基于信号的潜在客户挖掘、多渠道触达流程、ICP目标客户定位 | 以研究驱动的外拓方式构建客户线索，而非单纯追求数量 |\n| 🔍 [发掘教练](sales\u002Fsales-discovery-coach.md) | SPIN、Gap Selling、Sandler——问题设计与通话结构 | 准备发掘电话、资格筛选机会、辅导销售代表 |\n| ♟️ [成交策略师](sales\u002Fsales-deal-strategist.md) | MEDDPICC资格评估、竞争定位、制胜计划 | 对交易进行评分、识别线索风险、制定制胜策略 |\n| 🛠️ [销售工程师](sales\u002Fsales-engineer.md) | 技术演示、POC范围界定、竞争对比卡 | 赛前技术优势、演示准备、竞争定位 |\n| 🏹 [提案策略师](sales\u002Fsales-proposal-strategist.md) | RFP响应、制胜主题、叙事结构 | 撰写既能说服客户又不流于形式的提案 |\n| 📊 [线索池分析师](sales\u002Fsales-pipeline-analyst.md) | 预测、线索健康状况、成交速度、营收运营 | 线索池审查、预测准确性、营收运营管理 |\n| 🗺️ [客户策略师](sales\u002Fsales-account-strategist.md) | 先行入驻再逐步扩展、QBR会议、利益相关方 mapping | 售后扩展、客户规划、NRR增长 |\n| 🏋️ [销售教练](sales\u002Fsales-coach.md) | 销售代表培养、通话辅导、线索池审查协助 | 通过结构化辅导提升每位销售代表及每笔交易的质量 |\n| 🎯 [销售外拓](specialized\u002Fsales-outreach.md) | 冷启动潜在客户挖掘、多触点沟通节奏、异议处理、提案撰写 | B2B头部市场外拓——从冷邮件到成功预约的发掘电话 |\n\n### 📢 市场部\n\n每一次真诚的互动，都在助力你的受众增长。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🚀 [增长黑客](marketing\u002Fmarketing-growth-hacker.md) | 快速用户获取、病毒式传播、实验 | 爆发式增长、用户获取、转化优化 |\n| 📝 [内容创作者](marketing\u002Fmarketing-content-creator.md) | 多平台内容、编辑日历 | 内容策略、文案撰写、品牌故事讲述 |\n| 🐦 [Twitter 沟通官](marketing\u002Fmarketing-twitter-engager.md) | 实时互动、思想领导力 | Twitter 策略、LinkedIn 营销活动、职业社交 |\n| 📱 [TikTok 策略师](marketing\u002Fmarketing-tiktok-strategist.md) | 病毒性内容、算法优化 | TikTok 用户增长、病毒式内容、Z 世代\u002F千禧一代受众 |\n| 📸 [Instagram 策展人](marketing\u002Fmarketing-instagram-curator.md) | 视觉叙事、社区建设 | Instagram 策略、美学打造、视觉内容 |\n| 🤝 [Reddit 社区搭建者](marketing\u002Fmarketing-reddit-community-builder.md) | 真诚互动、价值驱动型内容 | Reddit 策略、社区信任、真实营销 |\n| 📱 [应用商店优化师](marketing\u002Fmarketing-app-store-optimizer.md) | ASO、转化优化、曝光度提升 | 应用推广、商店优化、应用增长 |\n| 🌐 [社交媒体策略师](marketing\u002Fmarketing-social-media-strategist.md) | 跨平台策略、营销活动 | 整体社交策略、多平台营销活动 |\n| 📕 [小红书专家](marketing\u002Fmarketing-xiaohongshu-specialist.md) | 生活方式内容、趋势驱动策略 | 小红书用户增长、美学叙事、Z 世代受众 |\n| 💬 [微信公众号运营经理](marketing\u002Fmarketing-wechat-official-account.md) | 订阅者互动、内容营销 | 微信公众号策略、社群建设、转化优化 |\n| 🧠 [知乎策略师](marketing\u002Fmarketing-zhihu-strategist.md) | 思想领导力、知识驱动型互动 | 知乎权威建立、问答策略、潜在客户开发 |\n| 🇨🇳 [百度 SEO 专家](marketing\u002Fmarketing-baidu-seo-specialist.md) | 百度优化、中国 SEO、ICP 备案合规 | 提升百度排名、触达中国搜索市场 |\n| 🎬 [Bilibili 内容策略师](marketing\u002Fmarketing-bilibili-content-strategist.md) | B 站算法、弹幕文化、UP 主成长 | 以社区为先的内容在 B 站构建受众 |\n| 🎠 [轮播图增长引擎](marketing\u002Fmarketing-carousel-growth-engine.md) | TikTok\u002FInstagram 轮播图、自动化发布 | 生成并发布病毒式轮播内容 |\n| 💼 [LinkedIn 内容创作者](marketing\u002Fmarketing-linkedin-content-creator.md) | 个人品牌塑造、思想领导力、专业内容 | LinkedIn 用户增长、职业人群建设、B2B 内容 |\n| 🛒 [中国电商运营专家](marketing\u002Fmarketing-china-ecommerce-operator.md) | 淘宝、天猫、拼多多、直播电商 | 运营中国多平台电商平台 |\n| 🎥 [快手策略师](marketing\u002Fmarketing-kuaishou-strategist.md) | 快手、老铁社区、草根级增长 | 在下沉市场构建真实受众 |\n| 🔍 [SEO 专家](marketing\u002Fmarketing-seo-specialist.md) | 技术 SEO、内容策略、外链建设 | 推动可持续的自然搜索流量增长 |\n| 📘 [书籍合著者](marketing\u002Fmarketing-book-co-author.md) | 思想领袖类书籍、代笔写作、出版 | 为创始人和专家提供战略性的图书合作 |\n| 🌏 [跨境电商专家](marketing\u002Fmarketing-cross-border-ecommerce.md) | Amazon、Shopee、Lazada、跨境履约 | 全漏斗式跨境电商策略 |\n| 🎵 [抖音策略师](marketing\u002Fmarketing-douyin-strategist.md) | 抖音平台、短视频营销、算法 | 在中国领先的短视频平台上扩大受众 |\n| 🎙️ [直播电商教练](marketing\u002Fmarketing-livestream-commerce-coach.md) | 主播培训、直播间优化、转化 | 打造高效的直播电商业务 |\n| 🎧 [播客策略师](marketing\u002Fmarketing-podcast-strategist.md) | 播客内容策略、平台优化 | 中国播客市场策略与运营 |\n| 🔒 [私域运营专家](marketing\u002Fmarketing-private-domain-operator.md) | 钉钉企业号、私域流量、社群运营 | 构建企业微信私域生态体系 |\n| 🎬 [短视频剪辑教练](marketing\u002Fmarketing-short-video-editing-coach.md) | 后期制作、剪辑流程、平台规范 | 短视频剪辑实操培训与优化 |\n| 🔥 [微博策略师](marketing\u002Fmarketing-weibo-strategist.md) | 新浪微博、热点话题、粉丝互动 | 全方位的微博运营与增长 |\n| 🔮 [AI 引用策略师](marketing\u002Fmarketing-ai-citation-strategist.md) | AEO\u002FGEO、AI 推荐可见性、引用审计 | 提升品牌在 ChatGPT、Claude、Gemini、Perplexity 等平台上的曝光度 |\n| 🇨🇳 [中国市场本地化策略师](marketing\u002Fmarketing-china-market-localization-strategist.md) | 全栈中国市场本地化、抖音\u002F小红书\u002F微信 GTM | 将趋势信号转化为可执行的中国市场进入策略 |\n| 🎬 [视频优化专家](marketing\u002Fmarketing-video-optimization-specialist.md) | YouTube 算法策略、分章节、缩略图设计 | YouTube 频道增长、视频 SEO、观众留存优化 |\n\n### 📊 产品部\n\n在正确的时间打造正确的产品。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎯 [冲刺优先级排序员](product\u002Fproduct-sprint-prioritizer.md) | 敏捷规划、功能优先级排序 | 冲刺计划制定、资源分配、待办事项管理 |\n| 🔍 [趋势研究员](product\u002Fproduct-trend-researcher.md) | 市场情报、竞争分析 | 市场调研、机会评估、趋势识别 |\n| 💬 [用户反馈整合师](product\u002Fproduct-feedback-synthesizer.md) | 用户反馈分析、洞察提取 | 反馈分析、用户洞察、产品优先级确定 |\n| 🧠 [行为助推引擎](product\u002Fproduct-behavioral-nudge-engine.md) | 行为心理学、助推设计、用户参与 | 通过行为科学最大化用户动机 |\n| 🧭 [产品经理](product\u002Fproduct-manager.md) | 产品全生命周期管理 | 发现阶段、PRD 制定、路线图规划、上市策略、效果衡量 |\n\n### 🎬 项目管理部\n\n确保项目按时（且在预算内）顺利推进。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎬 [工作室制片人](project-management\u002Fproject-management-studio-producer.md) | 高层次统筹、组合管理 | 多项目监督、战略对齐、资源分配 |\n| 🐑 [项目牧羊人](project-management\u002Fproject-management-project-shepherd.md) | 跨职能协调、进度管理 | 全流程项目协调、利益相关方管理 |\n| ⚙️ [工作室运营](project-management\u002Fproject-management-studio-operations.md) | 日常效率提升、流程优化 | 运营卓越、团队支持、生产力提升 |\n| 🧪 [实验追踪员](project-management\u002Fproject-management-experiment-tracker.md) | A\u002FB测试、假设验证 | 实验管理、数据驱动决策、测试执行 |\n| 👔 [高级项目经理](project-management\u002Fproject-manager-senior.md) | 现实性范围界定、任务拆解 | 将需求文档转化为具体任务、范围管理 |\n| 📋 [Jira工作流管理员](project-management\u002Fproject-management-jira-workflow-steward.md) | Git工作流、分支策略、可追溯性 | 强化与Jira联动的Git规范及交付 |\n\n### 🧪 测试部\n\n提前“破坏”系统，让用户免受困扰。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 📸 [证据收集员](testing\u002Ftesting-evidence-collector.md) | 基于截图的质量保证、视觉证明 | UI测试、视觉验证、缺陷记录 |\n| 🔍 [现实核查员](testing\u002Ftesting-reality-checker.md) | 基于证据的认证、质量门控 | 生产就绪度检查、质量审批、发布认证 |\n| 📊 [测试结果分析员](testing\u002Ftesting-test-results-analyzer.md) | 测试评估、指标分析 | 测试输出分析、质量洞察、覆盖率报告 |\n| ⚡ [性能基准测试员](testing\u002Ftesting-performance-benchmarker.md) | 性能测试、优化 | 速度测试、负载测试、性能调优 |\n| 🔌 [API测试员](testing\u002Ftesting-api-tester.md) | API验证、集成测试 | API测试、端点验证、集成质量保证 |\n| 🛠️ [工具评估员](testing\u002Ftesting-tool-evaluator.md) | 技术评估、工具选型 | 工具评估、软件推荐、技术决策 |\n| 🔄 [工作流优化员](testing\u002Ftesting-workflow-optimizer.md) | 流程分析、流程改进 | 流程优化、效率提升、自动化机会 |\n| ♿ [无障碍审计员](testing\u002Ftesting-accessibility-auditor.md) | WCAG审计、辅助技术测试 | 无障碍合规性检查、屏幕阅读器测试、包容性设计验证 |\n\n### 🛟 支持部\n\n运营的核心支柱。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 💬 [支持响应员](support\u002Fsupport-support-responder.md) | 客户服务、问题解决 | 客户支持、用户体验、支持运营 |\n| 📊 [分析报告员](support\u002Fsupport-analytics-reporter.md) | 数据分析、仪表盘、洞察 | 商业智能、KPI跟踪、数据可视化 |\n| 💰 [财务追踪员](support\u002Fsupport-finance-tracker.md) | 财务规划、预算管理 | 财务分析、现金流、业务绩效 |\n| 🏗️ [基础设施维护员](support\u002Fsupport-infrastructure-maintainer.md) | 系统可靠性、性能优化 | 基础设施管理、系统运维、监控 |\n| ⚖️ [法律合规核查员](support\u002Fsupport-legal-compliance-checker.md) | 合规、法规、法律审查 | 法律合规、监管要求、风险管理 |\n| 📑 [高管摘要生成员](support\u002Fsupport-executive-summary-generator.md) | 高管层沟通、战略总结 | 高管报告、战略沟通、决策支持 |\n\n### 🥽 空间计算部\n\n构建沉浸式未来。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🏗️ [XR界面架构师](spatial-computing\u002Fxr-interface-architect.md) | 空间交互设计、沉浸式用户体验 | AR\u002FVR\u002FXR界面设计、空间计算用户体验 |\n| 💻 [macOS空间\u002FMetal工程师](spatial-computing\u002Fmacos-spatial-metal-engineer.md) | Swift、Metal、高性能3D | macOS空间计算、Vision Pro原生应用 |\n| 🌐 [XR沉浸式开发者](spatial-computing\u002Fxr-immersive-developer.md) | WebXR、基于浏览器的AR\u002FVR | 基于浏览器的沉浸式体验、WebXR应用 |\n| 🎮 [XR驾驶舱交互专家](spatial-computing\u002Fxr-cockpit-interaction-specialist.md) | 基于驾驶舱的控制、沉浸式系统 | 驾驶舱控制系统、沉浸式控制界面 |\n| 🍎 [visionOS空间工程师](spatial-computing\u002Fvisionos-spatial-engineer.md) | Apple Vision Pro开发 | Vision Pro应用、空间计算体验 |\n| 🔌 [终端集成专家](spatial-computing\u002Fterminal-integration-specialist.md) | 终端集成、命令行工具 | CLI工具、终端工作流、开发者工具 |\n\n### 🎯 特殊事业部\n\n那些无法被归类的独特专家。\n\n| 代理 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎭 [代理编排器](specialized\u002Fagents-orchestrator.md) | 多代理协调、工作流管理 | 需要多个代理协同的复杂项目 |\n| 🔍 [LSP\u002F索引工程师](specialized\u002Flsp-index-engineer.md) | 语言服务器协议、代码智能 | 代码智能系统、LSP 实现、语义索引 |\n| 📥 [销售数据提取代理](specialized\u002Fsales-data-extraction-agent.md) | Excel 监控、销售指标提取 | 销售数据录入、MTD\u002FYTD\u002F年末指标 |\n| 📈 [数据整合代理](specialized\u002Fdata-consolidation-agent.md) | 销售数据汇总、仪表盘报告 | 区域总结、销售人员绩效、销售漏斗快照 |\n| 📬 [报表分发代理](specialized\u002Freport-distribution-agent.md) | 自动化报表发送 | 基于区域的报表分发、定时发送 |\n| 🔐 [代理身份与信任架构师](specialized\u002Fagentic-identity-trust.md) | 代理身份、认证、信任验证 | 多代理身份系统、代理授权、审计追踪 |\n| 🔗 [身份图谱运营者](specialized\u002Fidentity-graph-operator.md) | 多代理系统的共享身份解析 | 实体去重、合并建议、跨代理身份一致性 |\n| 💸 [应付账款代理](specialized\u002Faccounts-payable-agent.md) | 支付处理、供应商管理、审计 | 在加密货币、法定货币和稳定币之间自主执行支付 |\n| 🛡️ [区块链安全审计员](specialized\u002Fblockchain-security-auditor.md) | 智能合约审计、漏洞分析 | 在部署前发现合约中的漏洞 |\n| 📋 [合规审计员](specialized\u002Fcompliance-auditor.md) | SOC 2、ISO 27001、HIPAA、PCI-DSS | 引导组织通过合规认证 |\n| 🌍 [文化智能战略家](specialized\u002Fspecialized-cultural-intelligence-strategist.md) | 全球用户体验、代表性、文化包容性 | 确保软件在不同文化中都能引起共鸣 |\n| 🗣️ [开发者倡导者](specialized\u002Fspecialized-developer-advocate.md) | 社区建设、开发者体验、开发者内容 | 沟通产品与开发者社区 |\n| 🔬 [模型质量保证专家](specialized\u002Fspecialized-model-qa.md) | 机器学习模型审计、特征分析、可解释性 | 机器学习模型的端到端质量保证 |\n| 🗃️ [ZK 管理员](specialized\u002Fzk-steward.md) | 知识管理、泽特尔卡森笔记法、笔记 | 构建互联且经过验证的知识库 |\n| 🔌 [MCP 构建者](specialized\u002Fspecialized-mcp-builder.md) | 模型上下文协议服务器、AI 代理工具 | 构建扩展 AI 代理能力的 MCP 服务器 |\n| 📄 [文档生成器](specialized\u002Fspecialized-document-generator.md) | 从代码生成 PDF、PPTX、DOCX、XLSX | 专业文档创建、报告、数据可视化 |\n| ⚙️ [自动化治理架构师](specialized\u002Fautomation-governance-architect.md) | 自动化治理、n8n、工作流审计 | 大规模评估和治理企业自动化流程 |\n| 📚 [企业培训设计师](specialized\u002Fcorporate-training-designer.md) | 企业培训、课程开发 | 设计培训体系和学习项目 |\n| 🏛️ [政府数字化售前顾问](specialized\u002Fgovernment-digital-presales-consultant.md) | 中国政务领域售前、数字化转型 | 政府数字化转型方案和投标 |\n| ⚕️ [医疗营销合规](specialized\u002Fhealthcare-marketing-compliance.md) | 中国医疗广告合规 | 医疗营销法规合规 |\n| 🎯 [招聘专员](specialized\u002Frecruitment-specialist.md) | 人才获取、招聘运营 | 招聘策略、人才寻源和招聘流程 |\n| 🎓 [留学顾问](specialized\u002Fstudy-abroad-advisor.md) | 国际教育、申请规划 | 跨美国、英国、加拿大、澳大利亚的留学规划 |\n| 🔗 [供应链战略家](specialized\u002Fsupply-chain-strategist.md) | 供应链管理、采购策略 | 供应链优化和采购计划 |\n| 🗺️ [工作流架构师](specialized\u002Fspecialized-workflow-architect.md) | 工作流发现、映射和规范 | 在编写代码之前绘制系统中的每一条路径 |\n| ☁️ [Salesforce 架构师](specialized\u002Fspecialized-salesforce-architect.md) | 多云 Salesforce 设计、Governor Limits、集成 | 企业级 Salesforce 架构、组织战略、部署流水线 |\n| 🇫🇷 [法国咨询市场导航员](specialized\u002Fspecialized-french-consulting-market.md) | ESN\u002FSI 生态系统、薪资外包、费率定位 | 法国 IT 市场中的自由职业咨询 |\n| 🇰🇷 [韩国商务导航员](specialized\u002Fspecialized-korean-business-navigator.md) | 韩国企业文化、品议流程、关系运作机制 | 外籍专业人士在韩国商务关系中的导航 |\n| 🏗️ [土木工程师](specialized\u002Fspecialized-civil-engineer.md) | 结构分析、岩土工程设计、全球建筑规范 | 跨 Eurocode、ACI、AISC 等多标准的结构工程 |\n| 🎧 [客户服务](specialized\u002Fcustomer-service.md) | 全渠道支持、投诉处理、客户留存、升级处理 | 任何行业的客户支持——零售、SaaS、酒店、金融、物流 |\n| 🏥 [医疗客户服务](specialized\u002Fhealthcare-customer-service.md) | HIPAA 敏感的患者支持、账单、保险、紧急转诊 | 需要合规且富有同理心的患者支持的医疗机构 |\n| 🏨 [酒店宾客服务](specialized\u002Fhospitality-guest-services.md) | 预订、礼宾服务、投诉处理、会员忠诚度、活动 | 酒店、度假村、餐厅和活动场所 |\n| 🤝 [HR 入职](specialized\u002Fhr-onboarding.md) | 入职前准备、合规、福利注册、30-60-90 天计划 | 任何公司的新员工入职——从初创企业到大型企业 |\n| 🌐 [语言翻译](specialized\u002Flanguage-translator.md) | 西班牙语↔英语翻译、方言意识、文化背景 | 旅行、商务、医疗和法律领域的翻译需求 |\n| ⏱️ [法律计费与工时跟踪](specialized\u002Flegal-billing-time-tracking.md) | 工时记录、计费说明、IOLTA 合规、催收 | 律师事务所最大化收入回收和计费准确性 |\n| 📋 [法律客户接待](specialized\u002Flegal-client-intake.md) | 潜在客户资质评估、利益冲突筛查、预约安排 | 律师事务所将咨询转化为正式客户 |\n| ⚖️ [法律文件审查](specialized\u002Flegal-document-review.md) | 合同审查、风险标记、版本比较、合规 | 适用于任何业务领域的律师初步审查 |\n| 🏦 [贷款专员助理](specialized\u002Floan-officer-assistant.md) | 借款人接待、TRID 合规、贷款流程跟踪、结案协调 | 抵押贷款和消费信贷团队 |\n| 🏠 [房地产买卖双方](specialized\u002Freal-estate-buyer-seller.md) | 买方\u002F卖方代理、报价、交易协调 | 住宅和投资性房地产交易 |\n| 🛒 [零售客户退货](specialized\u002Fretail-customer-returns.md) | 退货处理、防欺诈、换货、供应商退货 | 实体店、电商和全渠道零售 |\n\n### 💵 财务部\n\n会计、财务分析、税务战略和投资研究专家。\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 📒 [簿记员与财务主管](finance\u002Ffinance-bookkeeper-controller.md) | 月末结账、对账、GAAP合规、内部控制 | 日常会计操作、审计准备、财务记录管理 |\n| 📊 [财务分析师](finance\u002Ffinance-financial-analyst.md) | 财务建模、预测、情景分析、决策支持 | 三表模型、差异分析、数据驱动的商业智能 |\n| 📈 [FP&A分析师](finance\u002Ffinance-fpa-analyst.md) | 预算编制、滚动预测、差异分析、业务回顾 | 年度运营计划、月度业务回顾、战略性资源分配 |\n| 🔍 [投资研究员](finance\u002Ffinance-investment-researcher.md) | 尽职调查、投资组合分析、资产估值、股票研究 | 投资策略制定、风险评估、市场研究 |\n| 🏛️ [税务战略家](finance\u002Ffinance-tax-strategist.md) | 税务优化、多司法管辖区合规、转让定价 | 实体架构设计、有效税率分析、审计辩护、战略税务规划 |\n\n### 🎮 游戏开发部\n\n在各大主流游戏引擎上构建世界、系统和体验。\n\n#### 跨引擎代理人（引擎无关）\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🎯 [游戏设计师](game-development\u002Fgame-designer.md) | 系统设计、GDD撰写、经济平衡、游戏循环 | 设计游戏机制、进度系统、编写设计文档 |\n| 🗺️ [关卡设计师](game-development\u002Flevel-designer.md) | 布局理论、节奏控制、遭遇设计、环境叙事 | 构建关卡、设计遭遇流程、空间叙事 |\n| 🎨 [技术美术师](game-development\u002Ftechnical-artist.md) | 着色器、特效、LOD管线、美术到引擎优化 | 沟通美术与工程、着色器制作、性能友好的资源管线 |\n| 🔊 [游戏音频工程师](game-development\u002Fgame-audio-engineer.md) | FMOD\u002FWwise、自适应音乐、空间音频、音频预算 | 交互式音频系统、动态音乐、音频性能优化 |\n| 📖 [叙事设计师](game-development\u002Fnarrative-designer.md) | 故事系统、分支对话、背景设定构建 | 编写分支叙事、实现对话系统、构建世界观 |\n\n#### Unity\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🏗️ [Unity架构师](game-development\u002Funity\u002Funity-architect.md) | ScriptableObjects、数据驱动模块化、DOTS\u002FECS | 大型Unity项目、数据驱动系统设计、ECS性能优化工作 |\n| ✨ [Unity Shader Graph美术师](game-development\u002Funity\u002Funity-shader-graph-artist.md) | Shader Graph、HLSL、URP\u002FHDRP、渲染器功能 | 自定义Unity材质、特效着色器、后处理通道 |\n| 🌐 [Unity多人工程师](game-development\u002Funity\u002Funity-multiplayer-engineer.md) | Netcode for GameObjects、Unity Relay\u002FLobby、服务器权威、预测 | 在线Unity游戏、客户端预测、Unity Gaming Services集成 |\n| 🛠️ [Unity编辑器工具开发者](game-development\u002Funity\u002Funity-editor-tool-developer.md) | EditorWindows、AssetPostprocessors、PropertyDrawers、构建验证 | 自定义Unity编辑器工具、管线自动化、内容验证 |\n\n#### 虚幻引擎\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| ⚙️ [虚幻系统工程师](game-development\u002Funreal-engine\u002Funreal-systems-engineer.md) | C++\u002F蓝图混合、GAS、Nanite限制、内存管理 | 复杂的虚幻游戏系统、Gameplay Ability System、引擎级C++开发 |\n| 🎨 [虚幻技术美术师](game-development\u002Funreal-engine\u002Funreal-technical-artist.md) | 材质编辑器、Niagara、PCG、Substrate | 虚幻材质、Niagara特效、程序化内容生成 |\n| 🌐 [虚幻多人架构师](game-development\u002Funreal-engine\u002Funreal-multiplayer-architect.md) | Actor复制、GameMode\u002FGameState层级、专用服务器 | 虚幻在线游戏、复制图谱、服务器权威的虚幻引擎 |\n| 🗺️ [虚幻世界构建者](game-development\u002Funreal-engine\u002Funreal-world-builder.md) | World Partition、Landscape、HLOD、LWC | 大型开放世界虚幻关卡、流式系统、大规模地形 |\n\n#### Godot\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 📜 [Godot游戏脚本程序员](game-development\u002Fgodot\u002Fgodot-gameplay-scripter.md) | GDScript 2.0、信号、组合、静态类型 | Godot游戏系统、场景组合、注重性能的GDScript |\n| 🌐 [Godot多人工程师](game-development\u002Fgodot\u002Fgodot-multiplayer-engineer.md) | MultiplayerAPI、ENet\u002FWebRTC、RPCs、权威模型 | 在线Godot游戏、场景复制、服务器权威的Godot |\n| ✨ [Godot着色器开发者](game-development\u002Fgodot\u002Fgodot-shader-developer.md) | Godot着色语言、VisualShader、RenderingDevice | 自定义Godot材质、2D\u002F3D效果、后处理、计算着色器 |\n\n#### Blender\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| 🧩 [Blender插件工程师](game-development\u002Fblender\u002Fblender-addon-engineer.md) | Blender Python (`bpy`)、自定义操作\u002F面板、资产验证器、导出工具、管线自动化 | 开发Blender插件、资产准备工具、导出流程以及DCC管线自动化 |\n\n#### Roblox Studio\n\n| 代理人 | 专长 | 使用场景 |\n|-------|-----------|-------------|\n| ⚙️ [Roblox系统脚本程序员](game-development\u002Froblox-studio\u002Froblox-systems-scripter.md) | Luau、RemoteEvents\u002FFunctions、DataStore、服务器权威的模块架构 | 构建安全的Roblox游戏系统、客户端-服务器通信、数据持久化 |\n| 🎯 [Roblox体验设计师](game-development\u002Froblox-studio\u002Froblox-experience-designer.md) | 用户参与循环、盈利模式、D1\u002FD7留存率、新手引导流程 | 设计Roblox游戏循环、Game Passes、每日奖励、玩家留存 |\n| 👗 [Roblox头像创作者](game-development\u002Froblox-studio\u002Froblox-avatar-creator.md) | UGC管线、配件绑定、Creator Marketplace提交 | Roblox UGC物品、HumanoidDescription自定义、游戏内头像商店 |\n\n### 📚 学术部门\n\n为世界构建、故事叙述和叙事设计提供学术严谨性。\n\n| 代理 | 专长 | 使用时机 |\n|-------|-----------|-------------|\n| 🌍 [人类学家](academic\u002Facademic-anthropologist.md) | 文化体系、亲属关系、仪式、信仰系统 | 设计具有内在逻辑的文化连贯社会 |\n| 🌐 [地理学家](academic\u002Facademic-geographer.md) | 自然地理\u002F人文地理、气候、制图学 | 构建地理上连贯、地形与聚落逼真的世界 |\n| 📚 [历史学家](academic\u002Facademic-historian.md) | 历史分析、分期、物质文化 | 验证历史连贯性，以真实的时期细节丰富场景 |\n| 📜 [叙事学家](academic\u002Facademic-narratologist.md) | 叙事理论、故事结构、角色弧线 | 运用成熟的理论框架分析并优化故事结构 |\n| 🧠 [心理学家](academic\u002Facademic-psychologist.md) | 人格理论、动机、认知模式 | 基于研究构建心理上可信的角色 |\n\n---\n\n## 🎯 现实世界用例\n\n### 场景1：构建初创企业MVP\n\n**你的团队**：\n1. 🎨 **前端开发者** - 构建React应用\n2. 🏗️ **后端架构师** - 设计API和数据库\n3. 🚀 **增长黑客** - 规划用户获取策略\n4. ⚡ **快速原型师** - 快速迭代周期\n5. 🔍 **现实检验者** - 确保上线前的质量\n\n**结果**：在每个阶段都拥有专业技能，更快地交付产品。\n\n---\n\n### 场景2：营销活动启动\n\n**你的团队**：\n1. 📝 **内容创作者** - 制作营销内容\n2. 🐦 **Twitter互动专家** - Twitter策略与执行\n3. 📸 **Instagram内容策划师** - 视觉内容与Stories\n4. 🤝 **Reddit社区建设者** - 真正的社区互动\n5. 📊 **数据分析员** - 跟踪并优化效果\n\n**结果**：多渠道协同的营销活动，每种平台都有专门的专家支持。\n\n---\n\n### 场景3：企业级功能开发\n\n**你的团队**：\n1. 👔 **高级项目经理** - 范围界定与任务规划\n2. 💎 **资深开发者** - 复杂功能实现\n3. 🎨 **UI设计师** - 设计系统与组件\n4. 🧪 **实验跟踪员** - A\u002FB测试计划\n5. 📸 **证据收集员** - 质量验证\n6. 🔍 **现实检验者** - 生产就绪检查\n\n**结果**：通过质量关卡和文档记录，实现企业级的产品交付。\n\n---\n\n### 场景4：付费媒体账户接管\n\n**你的团队**：\n\n1. 📋 **付费媒体审计员** - 全面评估账户状况\n2. 📡 **追踪与测量专家** - 核实转化追踪准确性\n3. 💰 **PPC广告策略师** - 重新设计账户架构\n4. 🔍 **搜索关键词分析师** - 清理无效的搜索支出\n5. ✍️ **广告创意策略师** - 更新所有广告文案及附加信息\n6. 📊 **数据分析员**（支持部门） - 构建报告仪表盘\n\n**结果**：系统性的账户接管，在首个30天内完成追踪验证、消除浪费、优化结构并刷新创意。\n\n---\n\n### 场景5：完整代理产品探索\n\n**你的团队**：所有8个部门同时围绕一个任务开展工作。\n\n请参阅 **[Nexus空间探索练习](examples\u002Fnexus-spatial-discovery.md)** -- 一个完整的示例，其中8位代理（产品趋势研究员、后端架构师、品牌守护者、增长黑客、支持响应者、UX研究员、项目引导者和XR界面架构师）被同时部署，评估一项软件机会，并产出一份涵盖市场验证、技术架构、品牌战略、上市策略、支持体系、UX研究、项目执行以及空间UI设计的统一产品方案。\n\n**结果**：在一次会议中生成了全面、跨职能的产品蓝图。[更多示例](examples\u002F)。\n\n---\n\n## 🤝 贡献方式\n\n我们欢迎各位贡献！以下是您可以帮助的方式：\n\n### 添加新代理\n\n1. 分支仓库\n2. 在相应类别中创建新的代理文件\n3. 按照代理模板结构：\n   - 前言部分包含名称、描述、颜色\n   - 身份与记忆部分\n   - 核心使命\n   - 关键规则（领域特定）\n   - 技术交付物及示例\n   - 工作流程\n   - 成功指标\n4. 提交包含您代理的拉取请求\n\n### 改进现有代理\n\n- 添加真实案例\n- 优化代码示例\n- 更新成功指标\n- 改进工作流程\n\n### 分享您的成功故事\n\n您是否成功使用过这些代理？请在[讨论区](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fdiscussions)分享您的故事！\n\n---\n\n## 📖 代理设计哲学\n\n每个代理的设计理念包括：\n\n1. **🎭 强烈的个性**：不是通用模板——而是有真实性格和声音\n2. **📋 明确的交付成果**：具体的输出，而非模糊的指导\n3. **✅ 成功指标**：可衡量的结果和质量标准\n4. **🔄 经验丰富的流程**：行之有效的步骤式流程\n5. **💡 学习记忆**：模式识别与持续改进\n\n---\n\n## 🎁 有何特别之处？\n\n### 与通用AI提示不同：\n- ❌ 通用的“扮演开发者”提示\n- ✅ 深度专业化，兼具个性与流程\n\n### 与提示库不同：\n- ❌ 一次性提示集合\n- ✅ 全面的代理系统，配有工作流程和交付成果\n\n### 与AI工具不同：\n- ❌ 黑盒工具，无法自定义\n- ✅ 透明、可分支、可适应的代理个性\n\n---\n\n## 🎨 代理个性亮点\n\n> “我不仅仅是测试你的代码——我默认会找出3到5个问题，并且要求对所有内容提供可视化证明。”\n>\n> -- **证据收集员**（测试部门）\n\n> “你在Reddit上做的不是营销——你是在成为一个有价值的社区成员，恰好代表某个品牌。”\n>\n> -- **Reddit社区建设者**（市场部门）\n\n> “每一个趣味元素都必须服务于功能性或情感性目的。设计的乐趣应当增强体验，而不是分散注意力。”\n>\n> -- **奇趣注入者**（设计部门）\n\n> “让我加入一段庆祝动画吧，它能将任务完成时的焦虑感降低40%。”\n>\n> -- **奇趣注入者**（在UX评审过程中）\n\n---\n\n## 📊 数据统计\n\n- 🎭 **12个部门共144位专业代理**\n- 📝 **超过1万行**关于个性、流程和代码示例的内容\n- ⏱️ **数月的真实使用迭代**\n- 🌟 **经过生产环境的实战检验**\n- 💬 **Reddit上线首12小时内收到50余条请求**\n\n---\n\n## 🔌 多工具集成\n\n该代理系统原生兼容Claude Code，并附带转换与安装脚本，使您能够在各大代理编码工具中使用相同的代理。\n\n### 支持的工具\n\n- **[Claude Code](https:\u002F\u002Fclaude.ai\u002Fcode)** — 原生 `.md` 代理，无需转换 → `~\u002F.claude\u002Fagents\u002F`\n- **[GitHub Copilot](https:\u002F\u002Fgithub.com\u002Fcopilot)** — 原生 `.md` 代理，无需转换 → `~\u002F.github\u002Fagents\u002F` + `~\u002F.copilot\u002Fagents\u002F`\n- **[Antigravity](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fantigravity)** — 每个代理对应一个 `SKILL.md` 文件 → `~\u002F.gemini\u002Fantigravity\u002Fskills\u002F`\n- **[Gemini CLI](https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli)** — 扩展程序 + `SKILL.md` 文件 → `~\u002F.gemini\u002Fextensions\u002Fagency-agents\u002F`\n- **[OpenCode](https:\u002F\u002Fopencode.ai)** — `.md` 代理文件 → `.opencode\u002Fagents\u002F`\n- **[Cursor](https:\u002F\u002Fcursor.sh)** — `.mdc` 规则文件 → `.cursor\u002Frules\u002F`\n- **[Aider](https:\u002F\u002Faider.chat)** — 单个 `CONVENTIONS.md` 文件 → `.\u002FCONVENTIONS.md`\n- **[Windsurf](https:\u002F\u002Fcodeium.com\u002Fwindsurf)** — 单个 `.windsurfrules` 文件 → `.\u002F.windsurfrules`\n- **[OpenClaw](https:\u002F\u002Fgithub.com\u002Fopenclaw\u002Fopenclaw)** — 每个代理对应 `SOUL.md`、`AGENTS.md` 和 `IDENTITY.md`\n- **[Qwen Code](https:\u002F\u002Fgithub.com\u002FQwenLM\u002Fqwen-code)** — `.md` 子代理文件 → `~\u002F.qwen\u002Fagents\u002F`\n- **[Kimi Code](https:\u002F\u002Fgithub.com\u002FMoonshotAI\u002Fkimi-cli)** — YAML 格式的代理配置 → `~\u002F.config\u002Fkimi\u002Fagents\u002F`\n\n---\n\n### ⚡ 快速安装\n\n**步骤 1 -- 生成集成文件：**\n```bash\n.\u002Fscripts\u002Fconvert.sh\n# 更快（并行执行，输出顺序可能不同）：.\u002Fscripts\u002Fconvert.sh --parallel\n```\n\n**步骤 2 -- 安装（交互式，自动检测您的工具）：**\n```bash\n.\u002Fscripts\u002Finstall.sh\n# 更快（并行执行，输出顺序可能不同）：.\u002Fscripts\u002Finstall.sh --no-interactive --parallel\n```\n\n安装程序会扫描您系统中已安装的工具，显示一个复选框界面，让您精确选择要安装的内容：\n\n```\n  +------------------------------------------------+\n  |   The Agency -- 工具安装程序                 |\n  +------------------------------------------------+\n\n  系统扫描：[*] = 在本机检测到\n\n  [x]  1)  [*]  Claude Code     (claude.ai\u002Fcode)\n  [x]  2)  [*]  Copilot         (~\u002F.github + ~\u002F.copilot)\n  [x]  3)  [*]  Antigravity     (~\u002F.gemini\u002Fantigravity)\n  [ ]  4)  [ ]  Gemini CLI      (gemini 扩展)\n  [ ]  5)  [ ]  OpenCode        (opencode.ai)\n  [ ]  6)  [ ]  OpenClaw        (~\u002F.openclaw\u002Fagency-agents)\n  [x]  7)  [*]  Cursor          (.cursor\u002Frules)\n  [ ]  8)  [ ]  Aider           (CONVENTIONS.md)\n  [ ]  9)  [ ]  Windsurf        (.windsurfrules)\n  [ ] 10)  [ ]  Qwen Code       (~\u002F.qwen\u002Fagents)\n  [ ] 11)  [ ]  Kimi Code       (~\u002F.config\u002Fkimi\u002Fagents)\n\n  [1-11] 切换   [a] 全部   [n] 无   [d] 已检测\n  [Enter] 开始安装   [q] 退出\n```\n\n**或者直接安装特定工具：**\n```bash\n.\u002Fscripts\u002Finstall.sh --tool cursor\n.\u002Fscripts\u002Finstall.sh --tool opencode\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n```\n\n**非交互式（CI\u002F脚本）：**\n```bash\n.\u002Fscripts\u002Finstall.sh --no-interactive --tool all\n```\n\n**更快的并行运行** — 在多核机器上，使用 `--parallel` 参数可使每个工具并行处理。跨工具的输出顺序是不确定的。无论是交互式还是非交互式安装都适用，例如：`.\u002Fscripts\u002Finstall.sh --interactive --parallel`（先选择工具，再并行安装）或 `.\u002Fscripts\u002Finstall.sh --no-interactive --parallel`。作业数量默认为 `nproc`（Linux）、`sysctl -n hw.ncpu`（macOS）或 4；可通过 `--jobs N` 来覆盖。\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --parallel                    # 并行转换所有工具\n.\u002Fscripts\u002Fconvert.sh --parallel --jobs 8           # 限制并行作业数\n.\u002Fscripts\u002Finstall.sh --no-interactive --parallel   # 并行安装所有检测到的工具\n.\u002Fscripts\u002Finstall.sh --interactive --parallel      # 先选择工具，再并行安装\n.\u002Fscripts\u002Finstall.sh --no-interactive --parallel --jobs 4\n```\n\n---\n\n### 工具特定说明\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Claude Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n代理会直接从仓库复制到 `~\u002F.claude\u002Fagents\u002F` 目录下，无需转换。\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool claude-code\n```\n\n然后在 Claude Code 中激活：\n```\n使用前端开发者代理来审查这个组件。\n```\n\n详情请参阅 [integrations\u002Fclaude-code\u002FREADME.md](integrations\u002Fclaude-code\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>GitHub Copilot\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n代理会直接从仓库复制到 `~\u002F.github\u002Fagents\u002F` 和 `~\u002F.copilot\u002Fagents\u002F` 目录下，无需转换。\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool copilot\n```\n\n然后在 GitHub Copilot 中激活：\n```\n使用前端开发者代理来审查这个组件。\n```\n\n详情请参阅 [integrations\u002Fgithub-copilot\u002FREADME.md](integrations\u002Fgithub-copilot\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Antigravity (Gemini)\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n每个代理都会成为 `~\u002F.gemini\u002Fantigravity\u002Fskills\u002Fagency-\u003Cslug>\u002F` 目录下的一个技能。\n\n```bash\n.\u002Fscripts\u002Finstall.sh --tool antigravity\n```\n\n在带有 Antigravity 的 Gemini 中激活：\n```\n@agency-frontend-developer 审查这个 React 组件\n```\n\n详情请参阅 [integrations\u002Fantigravity\u002FREADME.md](integrations\u002Fantigravity\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Gemini CLI\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n以 Gemini CLI 扩展的形式安装，每个代理对应一个技能，并附带一个清单文件。在全新克隆的项目中，请先生成 Gemini 扩展文件，再运行安装程序。\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --tool gemini-cli\n.\u002Fscripts\u002Finstall.sh --tool gemini-cli\n```\n\n详情请参阅 [integrations\u002Fgemini-cli\u002FREADME.md](integrations\u002Fgemini-cli\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>OpenCode\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n代理会被放置在项目根目录下的 `.opencode\u002Fagents\u002F` 目录中（项目范围）。\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool opencode\n```\n\n或者全局安装：\n```bash\nmkdir -p ~\u002F.config\u002Fopencode\u002Fagents\ncp integrations\u002Fopencode\u002Fagents\u002F*.md ~\u002F.config\u002Fopencode\u002Fagents\u002F\n```\n\n在 OpenCode 中激活：\n```\n@backend-architect 设计这个 API。\n```\n\n详情请参阅 [integrations\u002Fopencode\u002FREADME.md](integrations\u002Fopencode\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Cursor\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n每个代理都会成为项目 `.cursor\u002Frules\u002F` 目录下的一个 `.mdc` 规则文件。\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool cursor\n```\n\n当 Cursor 在项目中检测到这些规则时，它们会自动应用。也可以显式引用：\n```\n使用 @security-engineer 规则来审查这段代码。\n```\n\n详情请参阅 [integrations\u002Fcursor\u002FREADME.md](integrations\u002Fcursor\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Aider\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n所有代理会被编译成一个单独的 `CONVENTIONS.md` 文件，Aider 会自动读取该文件。\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool aider\n```\n\n然后在 Aider 会话中引用代理：\n```\n使用前端开发者代理来重构这个组件。\n```\n\n详情请参阅 [integrations\u002Faider\u002FREADME.md](integrations\u002Faider\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Windsurf\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n所有代理会被编译成项目根目录下的 `.windsurfrules` 文件。\n\n```bash\ncd \u002Fyour\u002Fproject\n\u002Fpath\u002Fto\u002Fagency-agents\u002Fscripts\u002Finstall.sh --tool windsurf\n```\n\n在 Windsurf 的 Cascade 中引用代理：\n```\n使用 Reality Checker 代理来验证这是否已准备好投入生产。\n```\n\n详情请参阅 [integrations\u002Fwindsurf\u002FREADME.md](integrations\u002Fwindsurf\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>OpenClaw\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n每个代理都会成为一个工作空间，包含 `SOUL.md`、`AGENTS.md` 和 `IDENTITY.md` 文件，位于 `~\u002F.openclaw\u002Fagency-agents\u002F` 目录下。\n\n```bash\n.\u002Fscripts\u002Fconvert.sh --tool openclaw\n.\u002Fscripts\u002Finstall.sh --tool openclaw\n```\n\n如果 `openclaw` CLI 可用，安装程序会自动注册每个工作空间。安装完成后，请运行 `openclaw gateway restart`，以便激活新代理。\n\n详情请参阅 [integrations\u002Fopenclaw\u002FREADME.md](integrations\u002Fopenclaw\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Qwen Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n子代理会被安装到项目根目录下的 `.qwen\u002Fagents\u002F` 目录中（项目范围）。\n\n```bash\n# 转换并安装（从项目根目录运行）\ncd \u002Fyour\u002Fproject\n.\u002Fscripts\u002Fconvert.sh --tool qwen\n.\u002Fscripts\u002Finstall.sh --tool qwen\n```\n\n**在 Qwen Code 中的使用：**\n- 按名称引用：`使用前端开发者代理来审查这个组件`\n- 或者让 Qwen 根据任务上下文自动委派\n- 在交互模式下通过 `\u002Fagents` 命令进行管理\n\n> 📚 [Qwen 子代理文档](https:\u002F\u002Fqwenlm.github.io\u002Fqwen-code-docs\u002Fen\u002Fusers\u002Ffeatures\u002Fsub-agents\u002F)\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Kimi Code\u003C\u002Fstrong>\u003C\u002Fsummary>\n\n代理会被转换为 Kimi Code CLI 格式（YAML + 系统提示），并安装到 `~\u002F.config\u002Fkimi\u002Fagents\u002F` 目录下。\n\n```bash\n# 转换并安装\n.\u002Fscripts\u002Fconvert.sh --tool kimi\n.\u002Fscripts\u002Finstall.sh --tool kimi\n```\n\n**在 Kimi Code 中的使用：**\n```bash\n# 使用某个代理\nkimi --agent-file ~\u002F.config\u002Fkimi\u002Fagents\u002Ffrontend-developer\u002Fagent.yaml\n\n# 在项目中\nkimi --agent-file ~\u002F.config\u002Fkimi\u002Fagents\u002Ffrontend-developer\u002Fagent.yaml \\\n     --work-dir \u002Fyour\u002Fproject \\\n     \"审查这个 React 组件\"\n```\n\n详情请参阅 [integrations\u002Fkimi\u002FREADME.md](integrations\u002Fkimi\u002FREADME.md)。\n\u003C\u002Fdetails>\n\n---\n\n### 修改后重新生成\n\n当你添加新的代理或编辑现有代理时，需要重新生成所有集成文件：\n\n```bash\n.\u002Fscripts\u002Fconvert.sh                    # 依次重新生成所有文件\n.\u002Fscripts\u002Fconvert.sh --parallel         # 并行重新生成所有文件（更快）\n.\u002Fscripts\u002Fconvert.sh --tool cursor      # 仅重新生成某一工具的文件\n```\n\n---\n\n## 🗺️ 路线图\n\n- [ ] 交互式代理选择器网页工具\n- [x] 多代理工作流示例 -- 详见 [examples\u002F](examples\u002F)\n- [x] 多工具集成脚本（Claude Code、GitHub Copilot、Antigravity、Gemini CLI、OpenCode、OpenClaw、Cursor、Aider、Windsurf、Qwen Code、Kimi Code）\n- [ ] 关于代理设计的视频教程\n- [ ] 社区代理市场\n- [ ] 代理“性格测试”，用于匹配项目需求\n- [ ] “本周代理”展示系列\n\n---\n\n## 🌐 社区翻译与本地化\n\n由社区维护的翻译和区域适配版本。这些版本由独立维护者负责，具体覆盖范围和版本兼容性请查看各仓库。\n\n| 语言 | 维护者 | 链接 | 备注 |\n|----------|-----------|------|-------|\n| 🇨🇳 简体中文 (zh-CN) | [@jnMetaCode](https:\u002F\u002Fgithub.com\u002FjnMetaCode) | [agency-agents-zh](https:\u002F\u002Fgithub.com\u002FjnMetaCode\u002Fagency-agents-zh) | 141 个翻译代理 + 46 个中国市场原创代理 |\n| 🇨🇳 简体中文 (zh-CN) | [@dsclca12](https:\u002F\u002Fgithub.com\u002Fdsclca12) | [agent-teams](https:\u002F\u002Fgithub.com\u002Fdsclca12\u002Fagent-teams) | 独立翻译，包含哔哩哔哩、微信、小红书等本地化内容 |\n\n想添加翻译吗？请开一个 issue，我们会在此处链接你的项目。\n\n---\n\n## 🔗 相关资源\n\n- [awesome-openclaw-agents](https:\u002F\u002Fgithub.com\u002Fmergisi\u002Fawesome-openclaw-agents) — 社区维护的 OpenClaw 代理集合（基于本仓库）\n\n---\n\n## 📜 许可证\n\nMIT 许可证 — 可自由使用，无论商业或个人用途。欢迎署名，但非强制要求。\n\n---\n\n## 🙏 致谢\n\n最初只是 Reddit 上关于 AI 代理专业化的一则讨论帖，如今已发展成一项了不起的成果——**涵盖 12 个领域的 147 个代理**，并得到了来自全球各地贡献者社区的支持。本仓库中的每一个代理，都源于有人愿意投入时间编写、测试并分享它们。\n\n感谢每一位提交过 Pull Request、提出过问题、发起过讨论，或是仅仅试用过某个代理并反馈使用体验的朋友——正是你们让 The Agency 不断进步。\n\n---\n\n## 💬 社区\n\n- **GitHub Discussions**: [分享你的成功案例](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fdiscussions)\n- **Issues**: [报告错误或请求功能](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues)\n- **Reddit**: 加入 r\u002FClaudeAI 的讨论\n- **Twitter\u002FX**: 使用 #TheAgency 分享你的内容\n\n---\n\n## 🚀 开始使用\n\n1. **浏览**上方的代理列表，找到满足你需求的专业代理。\n2. **复制**这些代理到 `~\u002F.claude\u002Fagents\u002F` 目录下，以实现与 Claude Code 的集成。\n3. **激活**代理：在 Claude 对话中引用它们即可。\n4. **自定义**代理的性格设定和工作流程，以适应你的特定需求。\n5. **分享**你的成果，并回馈社区。\n\n---\n\n\u003Cdiv align=\"center\">\n\n**🎭 The Agency：你的 AI 梦之队等你来组建 🎭**\n\n[⭐ 星标本仓库](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents) • [🍴 复刻它](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Ffork) • [🐛 提交问题](https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues) • [❤️ 赞助](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fmsitarzewski)\n\n由社区共建，为社区服务\n\n\u003C\u002Fdiv>","# agency-agents 快速上手指南\n\n**agency-agents** 是一个精心打造的 AI 智能体（Agent）集合库。它不仅仅是通用的提示词模板，而是拥有独特个性、专业领域工作流和明确交付标准的“虚拟专家团队”。你可以将其集成到 Claude Code、Cursor、GitHub Copilot 等工具中，瞬间获得前端专家、后端架构师、安全工程师或营销战略家等专业助手。\n\n## 环境准备\n\n在开始之前，请确保你的开发环境满足以下要求：\n\n*   **操作系统**: Linux, macOS 或 Windows (需安装 Git Bash 或 WSL)。\n*   **前置依赖**:\n    *   `git`: 用于克隆仓库。\n    *   `bash`: 用于运行安装脚本。\n    *   **AI 编程工具**: 至少安装以下任一支持 Agent 模式的工具（推荐 **Claude Code** 或 **Cursor**）：\n        *   Claude Code\n        *   Cursor\n        *   GitHub Copilot CLI\n        *   Gemini CLI\n        *   Aider \u002F Windsurf \u002F Kimi Code 等\n\n> **注意**: 本项目主要作为配置文件供上述 AI 工具读取，无需安装 Python 或 Node.js 运行时即可使用核心功能。\n\n## 安装步骤\n\n### 1. 克隆仓库\n首先将项目克隆到本地：\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents.git\ncd agency-agents\n```\n\n### 2. 选择安装方式\n\n#### 方案 A：集成到 Claude Code（官方推荐）\n如果你使用 Claude Code，可以直接运行脚本将智能体配置复制到指定目录：\n\n```bash\n# 安装所有领域的智能体\n.\u002Fscripts\u002Finstall.sh --tool claude-code\n\n# 或者仅手动复制特定分类（例如只想要工程类）\ncp engineering\u002F*.md ~\u002F.claude\u002Fagents\u002F\n```\n\n#### 方案 B：集成到其他工具 (Cursor, Copilot, Gemini CLI 等)\n项目提供了自动转换和安装脚本，支持多种主流 AI 工具：\n\n```bash\n# 第一步：生成所有支持工具的集成文件\n.\u002Fscripts\u002Fconvert.sh\n\n# 第二步：交互式安装（脚本会自动检测你已安装的工具）\n.\u002Fscripts\u002Finstall.sh\n\n# 或者指定特定工具进行安装\n.\u002Fscripts\u002Finstall.sh --tool cursor\n.\u002Fscripts\u002Finstall.sh --tool copilot\n.\u002Fscripts\u002Finstall.sh --tool gemini-cli\n.\u002Fscripts\u002Finstall.sh --tool aider\n.\u002Fscripts\u002Finstall.sh --tool kimi\n```\n\n#### 方案 C：作为参考文档直接使用\n如果不希望修改工具配置，可以直接浏览 `engineering\u002F`, `design\u002F`, `sales\u002F` 等文件夹下的 `.md` 文件。复制你需要的智能体设定（包含身份、工作流、代码示例），粘贴到你的 AI 对话框中即可激活。\n\n## 基本使用\n\n安装完成后，无需复杂配置，直接在您的 AI 编程工具会话中通过自然语言调用对应的专家角色。\n\n### 使用示例\n\n**场景 1：构建前端组件**\n在 Claude Code 或 Cursor 的聊天窗口中输入：\n> \"Hey Claude, activate Frontend Developer mode and help me build a React component.\"\n> （嘿 Claude，激活前端开发者模式，帮我构建一个 React 组件。）\n\n**场景 2：数据库优化**\n> \"Activate Database Optimizer mode. Analyze this slow query and suggest indexing strategies for PostgreSQL.\"\n> （激活数据库优化师模式。分析这条慢查询并为 PostgreSQL 建议索引策略。）\n\n**场景 3：安全审查**\n> \"Switch to Security Engineer mode. Review this code snippet for potential vulnerabilities and threat modeling.\"\n> （切换到安全工程师模式。审查这段代码片段，查找潜在漏洞并进行威胁建模。）\n\n### 可用专家角色速查\n你可以根据需求召唤不同部门的专家：\n*   **工程部**: Frontend Developer, Backend Architect, DevOps Automator, Security Engineer, Solidity Smart Contract Engineer 等。\n*   **设计部**: UI Designer, UX Researcher, Brand Guardian, Whimsy Injector 等。\n*   **营销与销售**: PPC Campaign Strategist, Outbound Strategist, Deal Strategist 等。\n\n只需在对话中提及对应的角色名称（如 \"Frontend Developer\" 或 \"Security Engineer\"），AI 即可加载该角色的专属人设、工作流程和交付标准。","一家初创团队需要在三天内从零构建一个包含 React 前端、Node.js 后端及自动化部署流程的 MVP 产品，以应对即将到来的投资人演示。\n\n### 没有 agency-agents 时\n- **角色切换混乱**：开发者需在“架构师”、“前端专家”和\"DevOps 工程师”思维间频繁跳跃，导致上下文丢失，代码风格不统一。\n- **沟通成本高昂**：向通用 AI 提问时需反复编写冗长的背景提示词（Prompt），仍常得到泛泛而谈的理论建议而非可执行代码。\n- **缺乏实战细节**：生成的方案往往忽略生产环境的复杂性（如核心网页指标优化、CI\u002FCD 错误处理），后期返工率极高。\n- **进度不可控**：由于缺乏标准化的交付流程和验收指标，团队难以预估各模块完成时间，项目面临延期风险。\n\n### 使用 agency-agents 后\n- **专家团队就位**：直接激活\"Frontend Developer\"和\"Backend Architect\"等专属代理，它们立即以特定专家人设介入，输出风格一致且专业的代码。\n- **指令精准高效**：无需重复背景信息，只需对相应代理下达指令（如“构建像素级完美的登录页”），即可获取包含具体技术栈的实现方案。\n- **交付生产就绪**：代理不仅提供代码，还内置了性能优化策略和监控指标，确保生成的 CI\u002FCD 流水线和数据库架构经得起生产环境考验。\n- **流程标准化**：每个代理自带明确的工作流和成功度量标准，团队可清晰追踪从原型到部署的每一步进展，按时交付成为常态。\n\nagency-agents 将原本需要多人协作的复杂工程拆解为一个个随时待命的 AI 专家，让单人团队也能拥有企业级的研发效能。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fmsitarzewski_agency-agents_2b669067.png","msitarzewski","Michael Sitarzewski","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Fmsitarzewski_9e35498c.jpg","Builder with 30+ yrs experience. Startup founder, Techstars alum, lifelong tinkerer. I enjoy turning ideas into working products—sometimes companies.",null,"Dallas, Texas","http:\u002F\u002Ffriendmichael.com","https:\u002F\u002Fgithub.com\u002Fmsitarzewski",[83,87],{"name":84,"color":85,"percentage":86},"Shell","#89e051",96.8,{"name":88,"color":89,"percentage":90},"PowerShell","#012456",3.2,83722,13346,"2026-04-20T07:34:37","MIT","Linux, macOS, Windows","未说明",{"notes":98,"python":96,"dependencies":99},"该工具并非需要独立运行环境的 AI 模型，而是一组用于配置现有 AI 编程助手（如 Claude Code, Cursor, GitHub Copilot 等）的提示词（Prompt）和角色定义文件。安装过程主要依赖 Shell 脚本（install.sh, convert.sh）将 Markdown 文件复制到目标工具的代理目录中。因此，其运行环境需求完全取决于用户所选择集成的宿主工具（例如使用 Claude Code 则需满足 Node.js 及 Claude 官方要求），工具本身无额外的 Python、GPU 或特定内存需求。",[],[13,27],4,"2026-03-27T02:49:30.150509","2026-04-20T20:25:59.005872",[105,110,115,120,125,130],{"id":106,"question_zh":107,"answer_zh":108,"source_url":109},45620,"如何只安装特定部门（如工程部）的 Agent，而不是全部安装？","可以通过添加 `--division` 标志来选择性安装特定部门的 Agent。该功能已在相关 PR 中合并，使用方法如下：\n```bash\n.\u002Fscripts\u002Finstall.sh --tool claude-code --division engineering\n```\n此命令将仅安装“工程部”（engineering）下的所有 Agent，而不会安装其他部门的 Agent。同样的标志也适用于 `convert.sh` 脚本。","https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues\u002F134",{"id":111,"question_zh":112,"answer_zh":113,"source_url":114},45621,"默认模式下脚本运行速度较慢，是否有办法加速执行过程？","是的，现在支持可选的并行执行模式以加快处理速度。您可以在运行 `convert.sh` 或 `install.sh` 时添加 `--parallel` 标志：\n```bash\n.\u002Fscripts\u002Finstall.sh --parallel\n```\n该选项会使用 `xargs -P` 利用多核处理器并行处理不同的工具。请注意，启用并行后，输出顺序可能是不确定的（行可能会交错），但不会产生数据竞争。如果您需要指定并发任务数，还可以结合使用 `--jobs N` 参数。","https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues\u002F187",{"id":116,"question_zh":117,"answer_zh":118,"source_url":119},45622,"项目是否支持集成外部设计系统工具（如 seedflip-mcp）？","项目的编辑政策是保持 Agent 独立于特定供应商，即每个 Agent 应作为独立的提示词存在，不强制依赖特定的外部工具或服务，以避免成为特定产品的分发渠道。\n因此，官方不会直接将外部工具（如 seedflip-mcp）内置到 Agent 提示词中。但是，用户可以在自己的本地设置中自由地将这些工具与 Design Division 的 Agent 配合使用。这种松耦合的方式既保持了项目的独立性，又允许用户根据需要灵活扩展功能。","https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues\u002F59",{"id":121,"question_zh":122,"answer_zh":123,"source_url":124},45623,"在哪里可以找到关于该项目的使用演示或视频教程？","维护者推荐观看以下视频以了解项目的实际运行情况和使用方法：\nhttps:\u002F\u002Fwww.youtube.com\u002Fwatch?v=G9e-zMiPPRk\n此外，如果您有关于具体使用体验的讨论或成功故事分享，建议前往项目的 Discussions（讨论区）板块进行交流，那里更适合此类非故障类的互动。","https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues\u002F119",{"id":126,"question_zh":127,"answer_zh":128,"source_url":129},45624,"是否有中文本地化版本或针对中国市场的特定 Agent？","是的，社区维护了一个名为 `agency-agents-zh` 的中文本地化仓库。该版本包含：\n1. 原始英文列表中 22 个 Agent 的中文翻译；\n2. 专为中国市场构建的 4 个新 Agent：小红书（RED）、抖音（TikTok China）、微信公众号和提示词工程师专家；\n3. 完整的中文 README 和快速入门指南。\n目前该仓库已扩展至 110 个 Agent（含游戏开发和区块链领域）。您可以直接访问该社区仓库获取中文内容，官方主仓库也认可并链接了该社区翻译版本。","https:\u002F\u002Fgithub.com\u002Fmsitarzewski\u002Fagency-agents\u002Fissues\u002F47",{"id":131,"question_zh":132,"answer_zh":133,"source_url":109},45625,"为什么不能通过 `--division` 标志安装单个指定的 Agent，而是安装了整个部门？","目前的 `--division` 标志设计用于安装指定部门下的**所有**Agent，而不是部门内的单个特定 Agent。例如，使用 `--division engineering` 会安装工程部下的全部 Agent。如果您只需要某个特定的 Agent，目前需要在安装后手动选择使用，或者在脚本层面进行更细粒度的自定义过滤（当前原生脚本暂不支持直接通过参数指定单个 Agent 文件进行安装）。",[]]