🔥 msitarzewski/agency-agents：一个完整的 AI 代理公司，触手可及
英文标题：🔥 msitarzewski/agency-agents
msitarzewski/agency-agents 是一个完整的 AI 代理集合，覆盖从前端开发到社区运营的各种角色。每个代理都具有独特个性和专业技能，提供可交付成果和生产就绪的工作流程。该项目提供原生桌面应用（macOS/Linux/Windows），可一键安装到 Claude Code、Cursor、Codex 等多种工具中，无需克隆或脚本，并自动更新。这套代理库源自 Reddit 讨论，经过数月迭代，旨在为开发者提供一支永不休息、总能交付的 AI 专家团队，大幅提升工作流程效率。
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中文
🎭 代理公司：随时准备变革您工作流的 AI 专家
完整的 AI 代理公司，触手可及——从前端魔法师到 Reddit 社区忍者，从奇思妙想注入器到现实检查官。每个代理都是拥有个性、流程和经过验证的可交付成果的专家。
Agency Agents 是一款原生应用，适用于 macOS、Linux 和 Windows，可浏览整个名册，并将其一键安装到 Claude Code、Cursor、Codex、Gemini、Osaurus 等工具中。无需克隆、无需脚本，且会自动更新。 →下载最新版本 · agencyagents.app
源自一个 Reddit 帖子和数月的迭代，The Agency 是一个日益增长的、精心打造的 AI 代理个性集合。每个代理都具有：
- 🎯 专业化：在其领域拥有深厚专业知识（并非泛泛的提示模板）
- 🧠 个性驱动：独特的语调、沟通风格和方法
- 📋 注重可交付成果：真实的代码、流程和可衡量的结果
- ✅ 生产就绪：经过实战检验的工作流和成功指标
可以将其想象为：组建您的梦之队，只不过他们是永不眠、永不抱怨、始终交付的 AI 专家。
方案 1：安装原生应用（推荐）
最快捷的方式——无需克隆，无需终端。Agency Agents 是一款原生桌面应用（macOS、Linux、Windows），可浏览整个名册，并将代理安装到 Claude Code、Cursor、Codex、Gemini CLI、OpenCode、Qwen 和 Osaurus 中，并保持更新。
⬇ 下载最新版本——或在 Mac 上：
brew install --cask msitarzewski/agency-agents/agency-agents
喜欢命令行？下面的基于脚本的选项可以安装相同的代理。
方案 2：与 Claude Code 配合使用
Install all agents to your Claude Code directory
./scripts/install.sh --tool claude-code
Or manually copy a category if you only want one division
cp engineering/*.md ~/.claude/agents/
Then activate any agent in your Claude Code sessions:
"Hey Claude, activate Frontend Developer mode and help me build a React component"
方案 3：作为参考使用
每个代理文件包含：
- 身份和个性特征
- 核心使命和工作流
- 附带代码示例的技术交付物
- 成功指标和沟通风格
浏览下面的代理，复制或调整你需要的！
方案 4：与其他工具配合使用（GitHub Copilot、Antigravity、Gemini CLI、OpenCode、OpenClaw、Cursor、Aider、Windsurf、Kimi Code、Codex、Osaurus、Hermes、Mistral Vibe）
Step 1 -- generate integration files for all supported tools
./scripts/convert.sh
Step 2 -- install interactively (auto-detects what you have installed)
./scripts/install.sh
Or target a specific tool directly
./scripts/install.sh --tool antigravity ./scripts/install.sh --tool gemini-cli ./scripts/install.sh --tool opencode ./scripts/install.sh --tool copilot ./scripts/install.sh --tool openclaw ./scripts/install.sh --tool cursor ./scripts/install.sh --tool aider ./scripts/install.sh --tool windsurf ./scripts/install.sh --tool kimi ./scripts/install.sh --tool codex ./scripts/install.sh --tool osaurus ./scripts/install.sh --tool hermes ./scripts/install.sh --tool vibe
仅安装你需要的团队（不是所有人都需要每个部门）：
./scripts/install.sh # interactive wizard: pick tools + teams ./scripts/install.sh --tool claude-code --division engineering,security ./scripts/install.sh --tool cursor --agent frontend-developer,ui-designer ./scripts/install.sh --list teams # see every team + agent count ./scripts/install.sh --tool opencode --division engineering --dry-run
OpenCode 注意： OpenCode 的运行时目前仅注册约 119 个代理，会静默丢弃其余代理（上游 bug）。通过
--division安装子集可保持在限制之内。当选择超出限制时，安装程序会发出警告。
有关完整详细信息，请参阅下面的多工具集成部分。
一次提交，构建未来。
| 代理 | 专长 | 使用场景 |
|---|---|---|
| 🎨 前端开发工程师 | React/Vue/Angular、UI 实现、性能优化 | 现代 Web 应用、像素级 UI、核心 Web 指标优化 |
| 🏗️ 后端架构师 | API 设计、数据库架构、可伸缩性 | 服务端系统、微服务、云基础设施 |
| 📱 移动应用构建者 | iOS/Android、React Native、Flutter | 原生及跨平台移动应用 |
| 🤖 AI 工程师 | 机器学习模型、部署、AI 集成 | 机器学习功能、数据管道、AI 驱动的应用 |
| 🚀 DevOps 自动化工程师 | CI/CD、基础设施自动化、云运维 | 流水线开发、部署自动化、监控 |
| 🌐 网络工程师 | Cisco IOS/IOS-XE、Juniper Junos、Palo Alto PAN-OS | 路由器/交换机/防火墙配置、BGP/OSPF、ACL、show 输出排错 |
| ⚡ 快速原型构建者 | 快速概念验证开发、MVP | 快速概念验证、黑客松项目、高速迭代 |
| 💎 高级开发工程师 | Laravel/Livewire、高级模式 | 复杂实现、架构决策 |
| 🔧 Filament 优化专家 | Filament PHP 管理后台 UX、结构化表单重构、资源优化 | 重构 Filament 资源/表单/表格，实现更快、更清晰的管理工作流 |
| ⚡ 自主优化架构师 | LLM 路由、成本优化、影子测试 | 需要智能 API 选择和成本防护的自主系统 |
| 🔩 嵌入式固件工程师 | 裸机、RTOS、ESP32/STM32/Nordic 固件 | 生产级嵌入式系统和物联网设备 |
| 🚨 事件响应指挥官 | 事件管理、事后分析、待命 | 管理生产事件并构建事件响应能力 |
| ⛓️ Solidity 智能合约工程师 | EVM 合约、Gas 优化、DeFi | 安全、Gas 优化的智能合约和 DeFi 协议 |
| 🧭 代码仓入职工程师 | 快速开发者入职、只读代码探索、事实解释 | 帮助新开发者快速理解不熟悉的代码库，通过阅读代码、追踪代码路径并陈述关于结构和行为的事实 |
| 📚 技术文档撰写者 | 开发者文档、API 参考、教程 | 清晰、准确的技术文档 |
| 💬 微信小程序开发者 | 微信生态、小程序、支付集成 | 为微信生态构建高性能应用 |
| 👁️ 代码审查者 | 建设性代码审查、安全、可维护性 | PR 审查、代码质量门、通过审查进行指导 |
| 🗄️ 数据库优化专家 | 模式设计、查询优化、索引策略 | PostgreSQL/MySQL 调优、慢查询调试、迁移规划 |
| 🌿 Git 工作流大师 | 分支策略、约定式提交、高级 Git | Git 工作流设计、历史清理、CI 友好的分支管理 |
| 🏛️ 软件架构师 | 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 |
| 🛡️ SRE 工程师 | SLO、错误预算、可观测性、混沌工程 | 生产可靠性、减少重复劳动、容量规划 |
| 🧬 AI 数据修复工程师 | 自愈数据管道、气隙小语言模型、语义聚类 | 零数据丢失的大规模修复损坏数据 |
| 🔧 数据工程师 | 数据管道、湖仓一体架构、ETL/ELT | 构建可靠的数据基础设施和数据仓库 |
| 🔗 飞书集成开发者 | 飞书/Lark 开放平台、机器人、工作流 | 为飞书生态构建集成 |
| 🧱 CMS 开发者 | WordPress 和 Drupal 主题、插件/模块、内容架构 | 代码优先的 CMS 实现与定制 |
| 📧 邮件智能工程师 | 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 |
| 🎙️ 语音 AI 集成工程师 | 语音转文本管道、Whisper、ASR、说话人分离 | 端到端转录管道、音频预处理、结构化转录交付 |
| 🖧 IT 服务经理 | ITIL 4 服务管理 | 事件/问题/变更管理、SLA、CMDB |
| 🪡 最小变更工程师 | 最小可行差异 | 只修复被要求修复的内容，无范围蔓延 |
| 📜 OrgScript 工程师 | OrgScript 语法与 AST 校验 | 设计/解析 OrgScript 业务逻辑定义 |
| 🧬 提示工程师 | 大语言模型提示设计与优化 | 将模糊指令转化为可靠的 AI 行为 |
| 🕸️ 多代理系统架构师 | 多代理管道设计与治理 | 代理系统的拓扑、上下文、信任、故障恢复 |
| 🛒 Drupal 购物车工程师 | Drupal Commerce 店面 | Drupal 10/11 上的商品目录、支付、结账、订单 |
| 🛍️ WordPress 购物车工程师 | WooCommerce 店面 | 商品目录、支付、结账、转化率优化 |
让它美观、易用且令人愉悦
| 代理 | 专长 | 使用场景 |
|---|---|---|
| 🎯 UI 设计师 | 视觉设计、组件库（截断） |
English / 原文
🎭 The Agency: AI Specialists Ready to Transform Your Workflow
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 is a native app for macOS, Linux & Windows that browses the entire roster and installs it into Claude Code, Cursor, Codex, Gemini, Osaurus, and more — with a click. No clone, no scripts, and it auto-updates.
Born from a Reddit thread and months of iteration, The Agency is a growing collection of meticulously crafted AI agent personalities. Each agent is:
- 🎯 Specialized : Deep expertise in their domain (not generic prompt templates)
- 🧠 Personality-Driven : Unique voice, communication style, and approach
- 📋 Deliverable-Focused : Real code, processes, and measurable outcomes
- ✅ Production-Ready : Battle-tested workflows and success metrics
Think of it as : Assembling your dream team, except they're AI specialists who never sleep, never complain, and always deliver.
Option 1: Install the app (Recommended)
The fastest way in — no clone, no terminal. Agency Agents is a native desktop app (macOS · Linux · Windows) that browses the whole roster and installs agents into Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Qwen, and Osaurus for you, then keeps them up to date.
⬇ Download the latest release — or on a Mac:
brew install --cask msitarzewski/agency-agents/agency-agents
Prefer the command line? The script-based options below install the same agents.
Option 2: Use with Claude Code
# Install all agents to your Claude Code directory
./scripts/install.sh --tool claude-code
# Or manually copy a category if you only want one division
cp engineering/*.md ~/.claude/agents/
# Then activate any agent in your Claude Code sessions:
# "Hey Claude, activate Frontend Developer mode and help me build a React component"
Option 3: Use as Reference
Each agent file contains:
- Identity & personality traits
- Core mission & workflows
- Technical deliverables with code examples
- Success metrics & communication style
Browse the agents below and copy/adapt the ones you need!
Option 4: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code, Codex, Osaurus, Hermes, Mistral Vibe)
# Step 1 -- generate integration files for all supported tools
./scripts/convert.sh
# Step 2 -- install interactively (auto-detects what you have installed)
./scripts/install.sh
# Or target a specific tool directly
./scripts/install.sh --tool antigravity
./scripts/install.sh --tool gemini-cli
./scripts/install.sh --tool opencode
./scripts/install.sh --tool copilot
./scripts/install.sh --tool openclaw
./scripts/install.sh --tool cursor
./scripts/install.sh --tool aider
./scripts/install.sh --tool windsurf
./scripts/install.sh --tool kimi
./scripts/install.sh --tool codex
./scripts/install.sh --tool osaurus
./scripts/install.sh --tool hermes
./scripts/install.sh --tool vibe
Install only the teams you need (not everyone wants every division):
./scripts/install.sh # interactive wizard: pick tools + teams
./scripts/install.sh --tool claude-code --division engineering,security
./scripts/install.sh --tool cursor --agent frontend-developer,ui-designer
./scripts/install.sh --list teams # see every team + agent count
./scripts/install.sh --tool opencode --division engineering --dry-run
OpenCode note: OpenCode's runtime currently registers only ~119 agents and silently drops the rest (upstream bug). Installing a subset with
--divisionkeeps you under that limit. The installer warns you when a selection would exceed it.
See the Multi-Tool Integrations section below for full details.
Building the future, one commit at a time.
| Agent | Specialty | When to Use |
|---|---|---|
| 🎨 Frontend Developer | React/Vue/Angular, UI implementation, performance | Modern web apps, pixel-perfect UIs, Core Web Vitals optimization |
| 🏗️ Backend Architect | API design, database architecture, scalability | Server-side systems, microservices, cloud infrastructure |
| 📱 Mobile App Builder | iOS/Android, React Native, Flutter | Native and cross-platform mobile applications |
| 🤖 AI Engineer | ML models, deployment, AI integration | Machine learning features, data pipelines, AI-powered apps |
| 🚀 DevOps Automator | CI/CD, infrastructure automation, cloud ops | Pipeline development, deployment automation, monitoring |
| 🌐 Network Engineer | Cisco IOS/IOS-XE, Juniper Junos, Palo Alto PAN-OS | Router/switch/firewall configuration, BGP/OSPF, ACLs, show-output troubleshooting |
| ⚡ Rapid Prototyper | Fast POC development, MVPs | Quick proof-of-concepts, hackathon projects, fast iteration |
| 💎 Senior Developer | Laravel/Livewire, advanced patterns | Complex implementations, architecture decisions |
| 🔧 Filament Optimization Specialist | Filament PHP admin UX, structural form redesign, resource optimization | Restructuring Filament resources/forms/tables for faster, cleaner admin workflows |
| ⚡ Autonomous Optimization Architect | LLM routing, cost optimization, shadow testing | Autonomous systems needing intelligent API selection and cost guardrails |
| 🔩 Embedded Firmware Engineer | Bare-metal, RTOS, ESP32/STM32/Nordic firmware | Production-grade embedded systems and IoT devices |
| 🚨 Incident Response Commander | Incident management, post-mortems, on-call | Managing production incidents and building incident readiness |
| ⛓️ Solidity Smart Contract Engineer | EVM contracts, gas optimization, DeFi | Secure, gas-optimized smart contracts and DeFi protocols |
| 🧭 Codebase Onboarding Engineer | 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 |
| 📚 Technical Writer | Developer docs, API reference, tutorials | Clear, accurate technical documentation |
| 💬 WeChat Mini Program Developer | WeChat ecosystem, Mini Programs, payment integration | Building performant apps for the WeChat ecosystem |
| 👁️ Code Reviewer | Constructive code review, security, maintainability | PR reviews, code quality gates, mentoring through review |
| 🗄️ Database Optimizer | Schema design, query optimization, indexing strategies | PostgreSQL/MySQL tuning, slow query debugging, migration planning |
| 🌿 Git Workflow Master | Branching strategies, conventional commits, advanced Git | Git workflow design, history cleanup, CI-friendly branch management |
| 🏛️ Software Architect | System design, DDD, architectural patterns, trade-off analysis | Architecture decisions, domain modeling, system evolution strategy |
| 🛡️ SRE | SLOs, error budgets, observability, chaos engineering | Production reliability, toil reduction, capacity planning |
| 🧬 AI Data Remediation Engineer | Self-healing pipelines, air-gapped SLMs, semantic clustering | Fixing broken data at scale with zero data loss |
| 🔧 Data Engineer | Data pipelines, lakehouse architecture, ETL/ELT | Building reliable data infrastructure and warehousing |
| 🔗 Feishu Integration Developer | Feishu/Lark Open Platform, bots, workflows | Building integrations for the Feishu ecosystem |
| 🧱 CMS Developer | WordPress & Drupal themes, plugins/modules, content architecture | Code-first CMS implementation and customization |
| 📧 Email Intelligence Engineer | Email parsing, MIME extraction, structured data for AI agents | Turning raw email threads into reasoning-ready context |
| 🎙️ Voice AI Integration Engineer | Speech-to-text pipelines, Whisper, ASR, speaker diarization | End-to-end transcription pipelines, audio preprocessing, structured transcript delivery |
| 🖧 IT Service Manager | ITIL 4 service management | Incident/problem/change management, SLAs, CMDB |
| 🪡 Minimal Change Engineer | Minimum-viable diffs | Fixing only what's asked, no scope creep |
| 📜 OrgScript Engineer | OrgScript grammar & AST validation | Designing/parsing OrgScript business-logic definitions |
| 🧬 Prompt Engineer | LLM prompt design & optimization | Turning vague instructions into reliable AI behaviors |
| 🕸️ Multi-Agent Systems Architect | Multi-agent pipeline design & governance | Topology, context, trust, failure recovery for agent systems |
| 🛒 Drupal Shopping Cart Engineer | Drupal Commerce storefronts | Catalog, payments, checkout, orders on Drupal 10/11 |
| 🛍️ WordPress Shopping Cart Engineer | WooCommerce storefronts | Catalog, payments, checkout, conversion on WordPress |
Making it beautiful, usable, and delightful.
| Agent | Specialty | When to Use |
|---|---|---|
| 🎯 UI Designer | Visual design, component libraries, design systems | Interface creation, brand consistency, component design |
| 🔍 UX Researcher | User testing, behavior analysis, research | Understanding users, usability testing, design insights |
| 🏛️ UX Architect | Technical architecture, CSS systems, implementation | Developer-friendly foundations, implementation guidance |
| 🎭 Brand Guardian | Brand identity, consistency, positioning | Brand strategy, identity development, guidelines |
| 📖 Visual Storyteller | Visual narratives, multimedia content | Compelling visual stories, brand storytelling |
| ✨ Whimsy Injector | Personality, delight, playful interactions | Adding joy, micro-interactions, Easter eggs, brand personality |
| 📷 Image Prompt Engineer | AI image generation prompts, photography | Photography prompts for Midjourney, DALL-E, Stable Diffusion |
| 🌈 Inclusive Visuals Specialist | Representation, bias mitigation, authentic imagery | Generating culturally accurate AI images and video |
| 🎭 Persona Walkthrough Specialist | Persona-driven cognitive walkthroughs | Simulating user reactions and friction at each scroll position |
Turning ad spend into measurable business outcomes.
| Agent | Specialty | When to Use |
|---|---|---|
| 💰 PPC Campaign Strategist | Google/Microsoft/Amazon Ads, account architecture, bidding | Account buildouts, budget allocation, scaling, performance diagnosis |
| 🔍 Search Query Analyst | Search term analysis, negative keywords, intent mapping | Query audits, wasted spend elimination, keyword discovery |
| 📋 Paid Media Auditor | 200+ point account audits, competitive analysis | Account takeovers, quarterly reviews, competitive pitches |
| 📡 Tracking & Measurement Specialist | GTM, GA4, conversion tracking, CAPI | New implementations, tracking audits, platform migrations |
| ✍️ Ad Creative Strategist | RSA copy, Meta creative, Performance Max assets | Creative launches, testing programs, ad fatigue refreshes |
| 📺 Programmatic & Display Buyer | GDN, DSPs, partner media, ABM display | Display planning, partner outreach, ABM programs |
| 📱 Paid Social Strategist | Meta, LinkedIn, TikTok, cross-platform social | Social ad programs, platform selection, audience strategy |
Turning pipeline into revenue through craft, not CRM busywork.
| Agent | Specialty | When to Use |
|---|---|---|
| 🎯 Outbound Strategist | Signal-based prospecting, multi-channel sequences, ICP targeting | Building pipeline through research-driven outreach, not volume |
| 🔍 Discovery Coach | SPIN, Gap Selling, Sandler — question design and call structure | Preparing for discovery calls, qualifying opportunities, coaching reps |
| ♟️ Deal Strategist | MEDDPICC qualification, competitive positioning, win planning | Scoring deals, exposing pipeline risk, building win strategies |
| 🛠️ Sales Engineer | Technical demos, POC scoping, competitive battlecards | Pre-sales technical wins, demo prep, competitive positioning |
| 🏹 Proposal Strategist | RFP response, win themes, narrative structure | Writing proposals that persuade, not just comply |
| 📊 Pipeline Analyst | Forecasting, pipeline health, deal velocity, RevOps | Pipeline reviews, forecast accuracy, revenue operations |
| 🗺️ Account Strategist | Land-and-expand, QBRs, stakeholder mapping | Post-sale expansion, account planning, NRR growth |
| 🏋️ Sales Coach | Rep development, call coaching, pipeline review facilitation | Making every rep and every deal better through structured coaching |
| 🎯 Sales Outreach | Cold prospecting, multi-touch cadences, objection handling, proposals | Top-of-funnel B2B outreach — from cold email to booked discovery call |
| 🧲 Offer & Lead Gen Strategist | Offers & lead magnets | Top-of-funnel offer construction and lead gen |
Growing your audience, one authentic interaction at a time.
| Agent | Specialty | When to Use |
|---|---|---|
| 🚀 Growth Hacker | Rapid user acquisition, viral loops, experiments | Explosive growth, user acquisition, conversion optimization |
| 📝 Content Creator | Multi-platform content, editorial calendars | Content strategy, copywriting, brand storytelling |
| 🐦 Twitter Engager | Real-time engagement, thought leadership | Twitter strategy, LinkedIn campaigns, professional social |
| 🛰️ X/Twitter Intelligence Analyst | Social listening, trend detection, account monitoring | Brand risk, competitor, and audience intelligence on X/Twitter |
| 📱 TikTok Strategist | Viral content, algorithm optimization | TikTok growth, viral content, Gen Z/Millennial audience |
| 📸 Instagram Curator | Visual storytelling, community building | Instagram strategy, aesthetic development, visual content |
| 🤝 Reddit Community Builder | Authentic engagement, value-driven content | Reddit strategy, community trust, authentic marketing |
| 📱 App Store Optimizer | ASO, conversion optimization, discoverability | App marketing, store optimization, app growth |
| 🌐 Social Media Strategist | Cross-platform strategy, campaigns | Overall social strategy, multi-platform campaigns |
| 📕 Xiaohongshu Specialist | Lifestyle content, trend-driven strategy | Xiaohongshu growth, aesthetic storytelling, Gen Z audience |
| 💬 WeChat Official Account Manager | Subscriber engagement, content marketing | WeChat OA strategy, community building, conversion optimization |
| 🧠 Zhihu Strategist | Thought leadership, knowledge-driven engagement | Zhihu authority building, Q&A strategy, lead generation |
| 🇨🇳 Baidu SEO Specialist | Baidu optimization, China SEO, ICP compliance | Ranking in Baidu and reaching China's search market |
| 🎬 Bilibili Content Strategist | B站 algorithm, danmaku culture, UP主 growth | Building audiences on Bilibili with community-first content |
| 🎠 Carousel Growth Engine | TikTok/Instagram carousels, autonomous publishing | Generating and publishing viral carousel content |
| 💼 LinkedIn Content Creator | Personal branding, thought leadership, professional content | LinkedIn growth, professional audience building, B2B content |
| 🛒 China E-Commerce Operator | Taobao, Tmall, Pinduoduo, live commerce | Running multi-platform e-commerce in China |
| 🎥 Kuaishou Strategist | Kuaishou, 老铁 community, grassroots growth | Building authentic audiences in lower-tier markets |
| 🔍 SEO Specialist | Technical SEO, content strategy, link building | Driving sustainable organic search growth |
| 📘 Book Co-Author | Thought-leadership books, ghostwriting, publishing | Strategic book collaboration for founders and experts |
| 🌏 Cross-Border E-Commerce Specialist | Amazon, Shopee, Lazada, cross-border fulfillment | Full-funnel cross-border e-commerce strategy |
| 🎵 Douyin Strategist | Douyin platform, short-video marketing, algorithm | Growing audiences on China's leading short-video platform |
| 🎙️ Livestream Commerce Coach | Host training, live room optimization, conversion | Building high-performing livestream e-commerce operations |
| 🎧 Podcast Strategist | Podcast content strategy, platform optimization | Chinese podcast market strategy and operations |
| 🔒 Private Domain Operator | WeCom, private traffic, community operations | Building enterprise WeChat private domain ecosystems |
| 🎬 Short-Video Editing Coach | Post-production, editing workflows, platform specs | Hands-on short-video editing training and optimization |
| 🔥 Weibo Strategist | Sina Weibo, trending topics, fan engagement | Full-spectrum Weibo operations and growth |
| 🎙️ Global Podcast Strategist | Show positioning, audience growth, monetisation | Podcast launch, platform algorithms, sponsorship, community building |
| 🔮 AI Citation Strategist | AEO/GEO, AI recommendation visibility, citation auditing | Improving brand visibility across ChatGPT, Claude, Gemini, Perplexity |
| 🇨🇳 China Market Localization Strategist | Full-stack China market localization, Douyin/Xiaohongshu/WeChat GTM | Turning trend signals into executable China go-to-market strategies |
| 🎬 Video Optimization Specialist | YouTube algorithm strategy, chaptering, thumbnail concepts | YouTube channel growth, video SEO, audience retention optimization |
| 🏗️ AEO Foundations Architect | AI Engine Optimization infrastructure | llms.txt, AI-aware robots.txt, agent discovery files |
| 🤖 Agentic Search Optimizer | WebMCP & agentic task completion | Making sites usable by AI browsing agents |
| 📧 Email Marketing Strategist | Lifecycle email & deliverability | CRM campaigns, automation, segmentation |
| 📡 Multi-Platform Publisher | One-click Chinese multi-platform publishing | Routing one article to 知乎/小红书/CSDN/B站/公众号/掘金 |
| 📣 PR & Communications Manager | PR, media relations & crisis comms | Press releases, thought leadership, reputation |
Building the right thing at the right time.
| Agent | Specialty | When to Use |
|---|---|---|
| 🎯 Sprint Prioritizer | Agile planning, feature prioritization | Sprint planning, resource allocation, backlog management |
| 🔍 Trend Researcher | Market intelligence, competitive analysis | Market research, opportunity assessment, trend identification |
| 💬 Feedback Synthesizer | User feedback analysis, insights extraction | Feedback analysis, user insights, product priorities |
| 🧠 Behavioral Nudge Engine | Behavioral psychology, nudge design, engagement | Maximizing user motivation through behavioral science |
| 🧭 Product Manager | Full lifecycle product ownership | Discovery, PRDs, roadmap planning, GTM, outcome measurement |
🎬 Project Management Division
Keeping the trains running on time (and under budget).
| Agent | Specialty | When to Use |
|---|---|---|
| 🎬 Studio Producer | High-level orchestration, portfolio management | Multi-project oversight, strategic alignment, resource allocation |
| 🐑 Project Shepherd | Cross-functional coordination, timeline management | End-to-end project coordination, stakeholder management |
| ⚙️ Studio Operations | Day-to-day efficiency, process optimization | Operational excellence, team support, productivity |
| 🧪 Experiment Tracker | A/B tests, hypothesis validation | Experiment management, data-driven decisions, testing |
| 👔 Senior Project Manager | Realistic scoping, task conversion | Converting specs to tasks, scope management |
| 📋 Jira Workflow Steward | Git workflow, branch strategy, traceability | Enforcing Jira-linked Git discipline and delivery |
| 📋 Meeting Notes Specialist | Structured meeting summaries | Extracting decisions, action items, open questions |
Breaking things so users don't have to.
| Agent | Specialty | When to Use |
|---|---|---|
| 📸 Evidence Collector | Screenshot-based QA, visual proof | UI testing, visual verification, bug documentation |
| 🔍 Reality Checker | Evidence-based certification, quality gates | Production readiness, quality approval, release certification |
| 📊 Test Results Analyzer | Test evaluation, metrics analysis | Test output analysis, quality insights, coverage reporting |
| ⚡ Performance Benchmarker | Performance testing, optimization | Speed testing, load testing, performance tuning |
| 🔌 API Tester | API validation, integration testing | API testing, endpoint verification, integration QA |
| 🛠️ Tool Evaluator | Technology assessment, tool selection | Evaluating tools, software recommendations, tech decisions |
| 🔄 Workflow Optimizer | Process analysis, workflow improvement | Process optimization, efficiency gains, automation opportunities |
| ♿ Accessibility Auditor | WCAG auditing, assistive technology testing | Accessibility compliance, screen reader testing, inclusive design verification |
Defending the stack — from secure-by-design architecture to breach response.
| Agent | Specialty | When to Use |
|---|---|---|
| 🛡️ Security Architect | Threat modeling, secure-by-design, trust boundaries | System security models, architecture reviews, defense-in-depth |
| 🔐 Application Security Engineer | SDLC security, SAST/DAST, secure code review | Securing the dev lifecycle, code-level vulnerabilities |
| 🗡️ Penetration Tester | Authorized pentests, red team ops, exploitation | Finding exploitable weaknesses before attackers do |
| ☁️ Cloud Security Architect | Zero trust, cloud-native defense-in-depth | Securing cloud infrastructure and architectures |
| 🚨 Incident Responder | DFIR, breach investigation, threat containment | Active breaches, forensics, crisis response |
| 🔍 Threat Intelligence Analyst | Adversary tracking, campaign mapping, ATT&CK | Understanding who's attacking and how |
| 🎯 Threat Detection Engineer | SIEM rules, threat hunting, ATT&CK mapping | Building detection layers and threat hunting |
| 🛡️ Senior SecOps Engineer | Secrets scanning, secure-by-default submissions | Defensive code-level security on every change |
| 📋 Compliance Auditor | SOC 2, ISO 27001, HIPAA, PCI-DSS | Guiding organizations through compliance certification |
| 🛡️ Blockchain Security Auditor | Smart contract audits, exploit analysis | Finding vulnerabilities in contracts before deployment |
The backbone of the operation.
| Agent | Specialty | When to Use |
|---|---|---|
| 💬 Support Responder | Customer service, issue resolution | Customer support, user experience, support operations |
| 📊 Analytics Reporter | Data analysis, dashboards, insights | Business intelligence, KPI tracking, data visualization |
| 💰 Finance Tracker | Financial planning, budget management | Financial analysis, cash flow, business performance |
| 🏗️ Infrastructure Maintainer | System reliability, performance optimization | Infrastructure management, system operations, monitoring |
| ⚖️ Legal Compliance Checker | Compliance, regulations, legal review | Legal compliance, regulatory requirements, risk management |
| 📑 Executive Summary Generator | C-suite communication, strategic summaries | Executive reporting, strategic communication, decision support |
🥽 Spatial Computing Division
Building the immersive future.
| Agent | Specialty | When to Use |
|---|---|---|
| 🏗️ XR Interface Architect | Spatial interaction design, immersive UX | AR/VR/XR interface design, spatial computing UX |
| 💻 macOS Spatial/Metal Engineer | Swift, Metal, high-performance 3D | macOS spatial computing, Vision Pro native apps |
| 🌐 XR Immersive Developer | WebXR, browser-based AR/VR | Browser-based immersive experiences, WebXR apps |
| 🎮 XR Cockpit Interaction Specialist | Cockpit-based controls, immersive systems | Cockpit control systems, immersive control interfaces |
| 🍎 visionOS Spatial Engineer | Apple Vision Pro development | Vision Pro apps, spatial computing experiences |
| 🔌 Terminal Integration Specialist | Terminal integration, command-line tools | CLI tools, terminal workflows, developer tools |
The unique specialists who don't fit in a box.
| Agent | Specialty | When to Use |
|---|---|---|
| 🎭 Agents Orchestrator | Multi-agent coordination, workflow management | Complex projects requiring multiple agent coordination |
| 🔍 LSP/Index Engineer | Language Server Protocol, code intelligence | Code intelligence systems, LSP implementation, semantic indexing |
| 📥 Sales Data Extraction Agent | Excel monitoring, sales metric extraction | Sales data ingestion, MTD/YTD/Year End metrics |
| 📈 Data Consolidation Agent | Sales data aggregation, dashboard reports | Territory summaries, rep performance, pipeline snapshots |
| 📬 Report Distribution Agent | Automated report delivery | Territory-based report distribution, scheduled sends |
| 🔐 Agentic Identity & Trust Architect | Agent identity, authentication, trust verification | Multi-agent identity systems, agent authorization, audit trails |
| 🔗 Identity Graph Operator | Shared identity resolution for multi-agent systems | Entity deduplication, merge proposals, cross-agent identity consistency |
| 💸 Accounts Payable Agent | Payment processing, vendor management, audit | Autonomous payment execution across crypto, fiat, stablecoins |
| 🌍 Cultural Intelligence Strategist | Global UX, representation, cultural exclusion | Ensuring software resonates across cultures |
| 🗣️ Developer Advocate | Community building, DX, developer content | Bridging product and developer community |
| 🔬 Model QA Specialist | ML audits, feature analysis, interpretability | End-to-end QA for machine learning models |
| 🗃️ ZK Steward | Knowledge management, Zettelkasten, notes | Building connected, validated knowledge bases |
| 🔌 MCP Builder | Model Context Protocol servers, AI agent tooling | Building MCP servers that extend AI agent capabilities |
| 📄 Document Generator | PDF, PPTX, DOCX, XLSX generation from code | Professional document creation, reports, data visualization |
| ⚙️ Automation Governance Architect | Automation governance, n8n, workflow auditing | Evaluating and governing business automations at scale |
| 📚 Corporate Training Designer | Enterprise training, curriculum development | Designing training systems and learning programs |
| 🌱 Personal Growth Mentor | Goal clarity, habit systems, accountability, life strategy | Cross-domain personal development without motivational fluff |
| 🏛️ Government Digital Presales Consultant | China ToG presales, digital transformation | Government digital transformation proposals and bids |
| ⚕️ Healthcare Marketing Compliance | China healthcare advertising compliance | Healthcare marketing regulatory compliance |
| 🎯 Recruitment Specialist | Talent acquisition, recruiting operations | Recruitment strategy, sourcing, and hiring processes |
| 🎓 Study Abroad Advisor | International education, application planning | Study abroad planning across US, UK, Canada, Australia |
| 🔗 Supply Chain Strategist | Supply chain management, procurement strategy | Supply chain optimization and procurement planning |
| 🗺️ Workflow Architect | Workflow discovery, mapping, and specification | Mapping every path through a system before code is written |
| ☁️ Salesforce Architect | Multi-cloud Salesforce design, governor limits, integrations | Enterprise Salesforce architecture, org strategy, deployment pipelines |
| 🇫🇷 French Consulting Market Navigator | ESN/SI ecosystem, portage salarial, rate positioning | Freelance consulting in the French IT market |
| 🇰🇷 Korean Business Navigator | Korean business culture, 품의 process, relationship mechanics | Foreign professionals navigating Korean business relationships |
| 🏗️ Civil Engineer | Structural analysis, geotechnical design, global building codes | Multi-standard structural engineering across Eurocode, ACI, AISC, and more |
| 🎧 Customer Service | Omnichannel support, complaint handling, retention, escalation | Any industry customer support — retail, SaaS, hospitality, finance, logistics |
| 🏥 Healthcare Customer Service | HIPAA-aware patient support, billing, insurance, emergency routing | Healthcare organizations needing compliant, empathetic patient support |
| 🏨 Hospitality Guest Services | Reservations, concierge, complaint recovery, loyalty, events | Hotels, resorts, restaurants, and event venues |
| 🤝 HR Onboarding | Pre-boarding, compliance, benefits enrollment, 30-60-90 day plans | Any company onboarding new hires — from startups to enterprise |
| 🌐 Language Translator | Spanish ↔ English translation, dialect awareness, cultural context | Travel, business, medical, and legal translation needs |
| ⏱️ Legal Billing & Time Tracking | Time capture, billing narratives, IOLTA compliance, collections | Law firms maximizing revenue recovery and billing accuracy |
| 📋 Legal Client Intake | Prospect qualification, conflict screening, consultation scheduling | Law firms converting inquiries into retained clients |
| ⚖️ Legal Document Review | Contract review, risk flagging, version comparison, compliance | Attorney-ready first-pass review across any practice area |
| 🏦 Loan Officer Assistant | Borrower intake, TRID compliance, pipeline tracking, closing coordination | Mortgage and consumer lending teams |
| 🏠 Real Estate Buyer & Seller | Buyer/seller representation, offers, transaction coordination | Residential and investment real estate transactions |
| 🛒 Retail Customer Returns | Return processing, fraud prevention, exchanges, vendor returns | Brick-and-mortar, e-commerce, and omnichannel retail |
| ♟️ Business Strategist | Management-consulting strategy | Competitive analysis, market entry, growth planning |
| 🔄 Change Management Consultant | ADKAR/Kotter/Prosci change | Guiding orgs through transformation & adoption |
| 🧭 Chief of Staff | Executive coordination | Filtering noise, owning processes, routing decisions |
| 🌟 Customer Success Manager | Onboarding, health & retention | QBRs, churn prevention, renewals & expansion |
| 📝 Grant Writer | Grant proposals & funding | LOIs, proposals, budgets for nonprofits/research |
| 🏥 Medical Billing & Coding Specialist | ICD-10/CPT/HCPCS & revenue cycle | Claims, denial management, RCM optimization |
| 💰 Pricing Analyst | Pricing models & margin optimization | Competitor/cost analysis, value-based pricing |
| 💼 Chief Financial Officer | Capital allocation & financial strategy | Treasury, FP&A, M&A finance, investor & board reporting |
| 🌱 ESG & Sustainability Officer | ESG programs & disclosure | Sustainability strategy, decarbonization, reporting |
| 🔐 Data Privacy Officer | GDPR/CCPA privacy compliance | Data mapping, DPIAs, consent, breach response |
| ⚙️ Operations Manager | Lean/Six Sigma operations | Process mapping, capacity planning, KPI governance |
| 🤝 M&A Integration Manager | Post-merger integration | Day 1/100-day plans, synergy tracking, TSA management |
| 🧠 Organizational Psychologist | Team dynamics & culture health | Psychological safety, burnout risk, high-performing teams |
| ⚔️ Strategy Duel Agent | Game theory & the 36 stratagems | Turn-based strategy duels, adversarial scenario simulation |
Accounting, financial analysis, tax strategy, and investment research specialists.
| Agent | Specialty | When to Use |
|---|---|---|
| 📒 Bookkeeper & Controller | Month-end close, reconciliation, GAAP compliance, internal controls | Day-to-day accounting operations, audit readiness, financial record-keeping |
| 📊 Financial Analyst | Financial modeling, forecasting, scenario analysis, decision support | Three-statement models, variance analysis, data-driven business intelligence |
| 📈 FP&A Analyst | Budgeting, rolling forecasts, variance analysis, business reviews | Annual operating plans, monthly business reviews, strategic resource allocation |
| 🔍 Investment Researcher | Due diligence, portfolio analysis, asset valuation, equity research | Investment thesis development, risk assessment, market research |
| 🏛️ Tax Strategist | Tax optimization, multi-jurisdictional compliance, transfer pricing | Entity structuring, ETR analysis, audit defense, strategic tax planning |
🎮 Game Development Division
Building worlds, systems, and experiences across every major engine.
Cross-Engine Agents (Engine-Agnostic)
| Agent | Specialty | When to Use |
|---|---|---|
| 🎯 Game Designer | Systems design, GDD authorship, economy balancing, gameplay loops | Designing game mechanics, progression systems, writing design documents |
| 🗺️ Level Designer | Layout theory, pacing, encounter design, environmental storytelling | Building levels, designing encounter flow, spatial narrative |
| 🎨 Technical Artist | Shaders, VFX, LOD pipeline, art-to-engine optimization | Bridging art and engineering, shader authoring, performance-safe asset pipelines |
| 🔊 Game Audio Engineer | FMOD/Wwise, adaptive music, spatial audio, audio budgets | Interactive audio systems, dynamic music, audio performance |
| 📖 Narrative Designer | Story systems, branching dialogue, lore architecture | Writing branching narratives, implementing dialogue systems, world lore |
| Agent | Specialty | When to Use |
| --- | --- | --- |
| 🏗️ Unity Architect | ScriptableObjects, data-driven modularity, DOTS/ECS | Large-scale Unity projects, data-driven system design, ECS performance work |
| ✨ Unity Shader Graph Artist | Shader Graph, HLSL, URP/HDRP, Renderer Features | Custom Unity materials, VFX shaders, post-processing passes |
| 🌐 Unity Multiplayer Engineer | Netcode for GameObjects, Unity Relay/Lobby, server authority, prediction | Online Unity games, client prediction, Unity Gaming Services integration |
| 🛠️ Unity Editor Tool Developer | EditorWindows, AssetPostprocessors, PropertyDrawers, build validation | Custom Unity Editor tooling, pipeline automation, content validation |
| Agent | Specialty | When to Use |
| --- | --- | --- |
| ⚙️ Unreal Systems Engineer | C++/Blueprint hybrid, GAS, Nanite constraints, memory management | Complex Unreal gameplay systems, Gameplay Ability System, engine-level C++ |
| 🎨 Unreal Technical Artist | Material Editor, Niagara, PCG, Substrate | Unreal materials, Niagara VFX, procedural content generation |
| 🌐 Unreal Multiplayer Architect | Actor replication, GameMode/GameState hierarchy, dedicated server | Unreal online games, replication graphs, server authoritative Unreal |
| 🗺️ Unreal World Builder | World Partition, Landscape, HLOD, LWC | Large open-world Unreal levels, streaming systems, terrain at scale |
| Agent | Specialty | When to Use |
| --- | --- | --- |
| 📜 Godot Gameplay Scripter | GDScript 2.0, signals, composition, static typing | Godot gameplay systems, scene composition, performance-conscious GDScript |
| 🌐 Godot Multiplayer Engineer | MultiplayerAPI, ENet/WebRTC, RPCs, authority model | Online Godot games, scene replication, server-authoritative Godot |
| ✨ Godot Shader Developer | Godot shading language, VisualShader, RenderingDevice | Custom Godot materials, 2D/3D effects, post-processing, compute shaders |
| Agent | Specialty | When to Use |
| --- | --- | --- |
| 🧩 Blender Addon Engineer | Blender Python (bpy), custom operators/panels, asset validators, exporters, pipeline automation |
Building Blender add-ons, asset prep tools, export workflows, and DCC pipeline automation |
| Agent | Specialty | When to Use |
| --- | --- | --- |
| ⚙️ Roblox Systems Scripter | Luau, RemoteEvents/Functions, DataStore, server-authoritative module architecture | Building secure Roblox game systems, client-server communication, data persistence |
| 🎯 Roblox Experience Designer | Engagement loops, monetization, D1/D7 retention, onboarding flow | Designing Roblox game loops, Game Passes, daily rewards, player retention |
| 👗 Roblox Avatar Creator | UGC pipeline, accessory rigging, Creator Marketplace submission | Roblox UGC items, HumanoidDescription customization, in-experience avatar shops |
Scholarly rigor for world-building, storytelling, and narrative design.
| Agent | Specialty | When to Use |
|---|---|---|
| 🌍 Anthropologist | Cultural systems, kinship, rituals, belief systems | Designing culturally coherent societies with internal logic |
| 🌐 Geographer | Physical/human geography, climate, cartography | Building geographically coherent worlds with realistic terrain and settlements |
| 📚 Historian | Historical analysis, periodization, material culture | Validating historical coherence, enriching settings with authentic period detail |
| 📜 Narratologist | Narrative theory, story structure, character arcs | Analyzing and improving story structure with established theoretical frameworks |
| 🧠 Psychologist | Personality theory, motivation, cognitive patterns | Building psychologically credible characters grounded in research |
Mapping the Earth, analyzing the built world, and extracting intelligence from geospatial data.
| Agent | Specialty | When to Use |
|---|---|---|
| 🧠 Technical Consultant | GIS strategy, gap analysis, technology roadmaps, digital transformation | Understanding business needs, selecting the right geospatial stack, planning multi-phase GIS programs |
| 🔧 Solution Engineer | Esri + FOSS4G prototype building, PoC delivery, technical feasibility | Building working demos, validating technical approaches, pre-sales support |
| 🖥️ GIS Analyst | Map production, data QC, symbology, layouts, spatial queries | Day-to-day GIS operations, creating publication-ready maps, maintaining data integrity |
| 📦 Spatial Data Engineer | Geospatial ETL, format conversion, CRS reprojection, automated pipelines | Ingesting messy data from any source, building repeatable data transformation pipelines |
| ⚙️ Geoprocessing Specialist | ArcPy, Python Toolbox (.pyt), Model Builder, batch automation | Automating repetitive GIS workflows, building custom geoprocessing tools |
| ✅ GIS QA Engineer | Topology validation, metadata audit, CRS consistency, accuracy assessment | Quality gates before data publication, compliance verification, data integrity audits |
| 🤖 GeoAI/ML Engineer | Feature extraction, object detection, semantic segmentation, land cover classification | Extracting buildings/roads/vehicles from imagery, change detection, environmental monitoring |
| 🏗️ BIM/GIS Specialist | Revit/IFC to GIS, indoor mapping, digital twin architecture, facility management | Smart campus, airport digital twins, indoor navigation, building operations |
| 🏔️ 3D & Scene Developer | Cesium, ArcGIS Scene Viewer, 3D Tiles, point clouds, terrain visualization | 3D city scenes, terrain flyovers, point cloud web viewers, OAuth-gated scene sharing |
| 📊 Spatial Data Scientist | Spatial statistics, clustering, regression, interpolation, point pattern analysis | Hotspot detection, spatial modeling, predictive analytics, research-grade analysis |
| 🛸 Drone/Reality Mapping | Photogrammetry, orthomosaic, DTM/DSM, point cloud classification, 3D mesh | Drone survey processing, reality capture, construction monitoring, environmental mapping |
| 🌐 Web GIS Developer | MapLibre GL JS, ArcGIS JS API, Leaflet, real-time dashboards, REST APIs | Building interactive web maps, operational dashboards, real-time data visualization |
| 🎨 Cartography Designer | Color theory, typography, basemap design, visual hierarchy, print and web aesthetics | Making maps beautiful and readable, colorblind-safe palettes, professional map layouts |
Scenario 1: Building a Startup MVP
Your Team :
- 🎨 Frontend Developer - Build the React app
- 🏗️ Backend Architect - Design the API and database
- 🚀 Growth Hacker - Plan user acquisition
- ⚡ Rapid Prototyper - Fast iteration cycles
- 🔍 Reality Checker - Ensure quality before launch
Result : Ship faster with specialized expertise at every stage.
Scenario 2: Marketing Campaign Launch
Your Team :
- 📝 Content Creator - Develop campaign content
- 🐦 Twitter Engager - Twitter strategy and execution
- 📸 Instagram Curator - Visual content and stories
- 🤝 Reddit Community Builder - Authentic community engagement
- 📊 Analytics Reporter - Track and optimize performance
Result : Multi-channel coordinated campaign with platform-specific expertise.
Scenario 3: Enterprise Feature Development
Your Team :
- 👔 Senior Project Manager - Scope and task planning
- 💎 Senior Developer - Complex implementation
- 🎨 UI Designer - Design system and components
- 🧪 Experiment Tracker - A/B test planning
- 📸 Evidence Collector - Quality verification
- 🔍 Reality Checker - Production readiness
Result : Enterprise-grade delivery with quality gates and documentation.
Scenario 4: Paid Media Account Takeover
Your Team :
- 📋 Paid Media Auditor - Comprehensive account assessment
- 📡 Tracking & Measurement Specialist - Verify conversion tracking accuracy
- 💰 PPC Campaign Strategist - Redesign account architecture
- 🔍 Search Query Analyst - Clean up wasted spend from search terms
- ✍️ Ad Creative Strategist - Refresh all ad copy and extensions
- 📊 Analytics Reporter (Support Division) - Build reporting dashboards
Result : Systematic account takeover with tracking verified, waste eliminated, structure optimized, and creative refreshed — all within the first 30 days.
Scenario 5: Full Agency Product Discovery
Your Team : All 8 divisions working in parallel on a single mission.
See the Nexus Spatial Discovery Exercise -- 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.
Result : Comprehensive, cross-functional product blueprint produced in a single session. More examples.
Scenario 6: Smart Campus Digital Twin
Your Team :
- 🧠 Technical Consultant - Define the digital twin strategy: BIM for buildings, GIS for campus, IoT for real-time
- 🏗️ BIM/GIS Specialist - Convert Revit building models to GIS scene layers, design indoor floor plans
- 🛸 Drone/Reality Mapping - Fly the campus, generate orthomosaic and 3D mesh for context
- 🌐 Web GIS Developer - Build the campus dashboard with MapLibre, building layer, and room finder
- 🏔️ 3D & Scene Developer - Create immersive 3D scene with terrain, buildings, and flyover tour
- 🤖 GeoAI/ML Engineer - Extract building footprints and tree canopy from drone imagery
- ✅ GIS QA Engineer - Validate data accuracy, check topology, verify CRS consistency
Result : A campus digital twin that combines BIM detail, drone reality capture, 3D visualization, and web accessibility — delivered by coordinated specialists in a single pipeline.
We welcome contributions! Here's how you can help:
- Fork the repository
- Create a new agent file in the appropriate category
- Follow the agent template structure:
- Frontmatter with name, description, color
- Identity & Memory section
- Core Mission
- Critical Rules (domain-specific)
- Technical Deliverables with examples
- Workflow Process
- Success Metrics
- Submit a PR with your agent
- Add real-world examples
- Enhance code samples
- Update success metrics
- Improve workflows
Share Your Success Stories
Have you used these agents successfully? Share your story in the Discussions!
📖 Agent Design Philosophy
Each agent is designed with:
- 🎭 Strong Personality : Not generic templates - real character and voice
- 📋 Clear Deliverables : Concrete outputs, not vague guidance
- ✅ Success Metrics : Measurable outcomes and quality standards
- 🔄 Proven Workflows : Step-by-step processes that work
- 💡 Learning Memory : Pattern recognition and continuous improvement
🎁 What Makes This Special?
Unlike Generic AI Prompts:
-
❌ Generic "Act as a developer" prompts
-
✅ Deep specialization with personality and process
-
❌ One-off prompt collections
-
✅ Comprehensive agent systems with workflows and deliverables
-
❌ Black box tools you can't customize
-
✅ Transparent, forkable, adaptable agent personalities
🎨 Agent Personality Highlights
"I don't just test your code - I default to finding 3-5 issues and require visual proof for everything."
-- Evidence Collector (Testing Division)
"You're not marketing on Reddit - you're becoming a valued community member who happens to represent a brand."
-- Reddit Community Builder (Marketing Division)
"Every playful element must serve a functional or emotional purpose. Design delight that enhances rather than distracts."
-- Whimsy Injector (Design Division)
"Let me add a celebration animation that reduces task completion anxiety by 40%"
-- Whimsy Injector (during a UX review)
- 🎭 230+ Specialized Agents across every division
- 📝 10,000+ lines of personality, process, and code examples
- ⏱️ Months of iteration from real-world usage
- 🌟 Battle-tested in production environments
- 💬 50+ requests in first 12 hours on Reddit
🔌 Multi-Tool Integrations
The Agency works natively with Claude Code, and ships conversion + install scripts so you can use the same agents across every major agentic coding tool.
- Claude Code — native
.mdagents, no conversion needed →~/.claude/agents/ - GitHub Copilot — native
.mdagents, no conversion needed →~/.github/agents/+~/.copilot/agents/ - Antigravity —
SKILL.mdper agent →~/.gemini/antigravity/skills/ - Gemini CLI --
.mdagent files ->~/.gemini/agents/ - OpenCode —
.mdagent files →.opencode/agents/ - Cursor —
.mdcrule files →.cursor/rules/ - Aider — single
CONVENTIONS.md→./CONVENTIONS.md - Windsurf — single
.windsurfrules→./.windsurfrules - OpenClaw —
SOUL.md+AGENTS.md+IDENTITY.mdper agent - Qwen Code —
.mdSubAgent files →~/.qwen/agents/ - Kimi Code — YAML agent specs →
~/.config/kimi/agents/ - Codex — TOML custom agents →
~/.codex/agents/ - Osaurus --
SKILL.mdskills ->~/.osaurus/skills/ - Hermes -- lazy-router plugin ->
~/.hermes/plugins/
Step 1 -- Generate integration files:
./scripts/convert.sh
# Faster (parallel, output order may vary): ./scripts/convert.sh --parallel
Step 2 -- Install (interactive, auto-detects your tools):
./scripts/install.sh
# Faster (parallel, output order may vary): ./scripts/install.sh --no-interactive --parallel
The installer scans your system for installed tools, shows a checkbox UI, and lets you pick exactly what to install:
+------------------------------------------------+
| The Agency -- Tool Installer |
+------------------------------------------------+
System scan: [*] = detected on this machine
[x] 1) [*] Claude Code (claude.ai/code)
[x] 2) [*] Copilot (~/.github + ~/.copilot)
[x] 3) [*] Antigravity (~/.gemini/antigravity)
[ ] 4) [ ] Gemini CLI (~/.gemini/agents)
[ ] 5) [ ] OpenCode (opencode.ai)
[ ] 6) [ ] OpenClaw (~/.openclaw/agency-agents)
[x] 7) [*] Cursor (.cursor/rules)
[ ] 8) [ ] Aider (CONVENTIONS.md)
[ ] 9) [ ] Windsurf (.windsurfrules)
[ ] 10) [ ] Qwen Code (~/.qwen/agents)
[ ] 11) [ ] Kimi Code (~/.config/kimi/agents)
[ ] 12) [ ] Codex (~/.codex/agents)
[ ] 13) [ ] Osaurus (~/.osaurus/skills)
[ ] 14) [ ] Hermes (~/.hermes/plugins)
[1-14] toggle [a] all [n] none [d] detected
[Enter] install [q] quit
Or install a specific tool directly:
./scripts/install.sh --tool cursor
./scripts/install.sh --tool opencode
./scripts/install.sh --tool openclaw
./scripts/install.sh --tool antigravity
./scripts/install.sh --tool codex
./scripts/install.sh --tool osaurus
./scripts/install.sh --tool hermes
Non-interactive (CI/scripts):
./scripts/install.sh --no-interactive --tool all
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. ./scripts/install.sh --interactive --parallel (pick tools, then install in parallel) or ./scripts/install.sh --no-interactive --parallel. Job count defaults to nproc (Linux), sysctl -n hw.ncpu (macOS), or 4; override with --jobs N.
./scripts/convert.sh --parallel # convert all tools in parallel
./scripts/convert.sh --parallel --jobs 8 # cap parallel jobs
./scripts/install.sh --no-interactive --parallel # install all detected tools in parallel
./scripts/install.sh --interactive --parallel # pick tools, then install in parallel
./scripts/install.sh --no-interactive --parallel --jobs 4
Tool-Specific Instructions
Claude Code
Agents are copied directly from the repo into ~/.claude/agents/ -- no conversion needed.
./scripts/install.sh --tool claude-code
Then activate in Claude Code:
Use the Frontend Developer agent to review this component.
See integrations/claude-code/README.md for details.
GitHub Copilot
Agents are copied directly from the repo into ~/.github/agents/ and ~/.copilot/agents/ -- no conversion needed.
./scripts/install.sh --tool copilot
Then activate in GitHub Copilot:
Use the Frontend Developer agent to review this component.
See integrations/github-copilot/README.md for details.
Antigravity (Gemini)
Each agent becomes a skill in ~/.gemini/antigravity/skills/agency-<slug>/.
./scripts/install.sh --tool antigravity
Activate in Gemini with Antigravity:
@agency-frontend-developer review this React component
See integrations/antigravity/README.md for details.
Gemini CLI
Installs as Gemini CLI subagents. On a fresh clone, generate the Gemini agent files before running the installer.
./scripts/convert.sh --tool gemini-cli
./scripts/install.sh --tool gemini-cli
See integrations/gemini-cli/README.md for details.
OpenCode
Agents are placed in .opencode/agents/ in your project root (project-scoped).
cd /your/project
/path/to/agency-agents/scripts/install.sh --tool opencode
Or install globally:
mkdir -p ~/.config/opencode/agents
cp integrations/opencode/agents/*.md ~/.config/opencode/agents/
Activate in OpenCode:
@backend-architect design this API.
See integrations/opencode/README.md for details.
Cursor
Each agent becomes a .mdc rule file in .cursor/rules/ of your project.
cd /your/project
/path/to/agency-agents/scripts/install.sh --tool cursor
Rules are auto-applied when Cursor detects them in the project. Reference them explicitly:
Use the @security-engineer rules to review this code.
See integrations/cursor/README.md for details.
Aider
All agents are compiled into a single CONVENTIONS.md file that Aider reads automatically.
cd /your/project
/path/to/agency-agents/scripts/install.sh --tool aider
Then reference agents in your Aider session:
Use the Frontend Developer agent to refactor this component.
See integrations/aider/README.md for details.
Windsurf
All agents are compiled into .windsurfrules in your project root.
cd /your/project
/path/to/agency-agents/scripts/install.sh --tool windsurf
Reference agents in Windsurf's Cascade:
Use the Reality Checker agent to verify this is production ready.
See integrations/windsurf/README.md for details.
OpenClaw
Each agent becomes a workspace with SOUL.md, AGENTS.md, and IDENTITY.md in ~/.openclaw/agency-agents/.
./scripts/convert.sh --tool openclaw
./scripts/install.sh --tool openclaw
If the openclaw CLI is available, the installer registers each workspace automatically. Run openclaw gateway restart after installation so the new agents are activated.
See integrations/openclaw/README.md for details.
Qwen Code
SubAgents are installed to .qwen/agents/ in your project root (project-scoped).
# Convert and install (run from your project root)
cd /your/project
./scripts/convert.sh --tool qwen
./scripts/install.sh --tool qwen
Usage in Qwen Code:
- Reference by name:
Use the frontend-developer agent to review this component - Or let Qwen auto-delegate based on task context
- Manage via
/agentscommand in interactive mode
Kimi Code
Agents are converted to Kimi Code CLI format (YAML + system prompt) and installed to ~/.config/kimi/agents/.
# Convert and install
./scripts/convert.sh --tool kimi
./scripts/install.sh --tool kimi
Usage with Kimi Code:
# Use an agent
kimi --agent-file ~/.config/kimi/agents/frontend-developer/agent.yaml
# In a project
kimi --agent-file ~/.config/kimi/agents/frontend-developer/agent.yaml \
--work-dir /your/project \
"Review this React component"
See integrations/kimi/README.md for details.
Codex
Each agent is converted into a Codex custom agent TOML file and installed to ~/.codex/agents/.
./scripts/convert.sh --tool codex
./scripts/install.sh --tool codex
Then reference the custom agent by name in Codex:
Use the Frontend Developer agent to review this component.
See integrations/codex/README.md for details.
Regenerating After Changes
When you add new agents or edit existing ones, regenerate all integration files:
./scripts/convert.sh # regenerate all (serial)
./scripts/convert.sh --parallel # regenerate all in parallel (faster)
./scripts/convert.sh --tool codex # regenerate just one tool
./scripts/convert.sh --tool cursor # regenerate just one tool
- Interactive agent selector web tool
- Multi-agent workflow examples -- see examples/
- Multi-tool integration scripts (Claude Code, GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Qwen Code, Kimi Code, Codex, Osaurus, Hermes)
- Video tutorials on agent design
- Community agent marketplace
- Agent "personality quiz" for project matching
- "Agent of the Week" showcase series
🌐 Community Translations & Localizations
Community-maintained translations and regional adaptations. These are independently maintained -- see each repo for coverage and version compatibility.
Want to add a translation? Open an issue and we'll link it here.
MIT License - Use freely, commercially or personally. Attribution appreciated but not required.
What started as a Reddit thread about AI agent specialization has grown into something remarkable — 230+ agents across every division , 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.
To 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.
💬 Community
- Browse the agents above and find specialists for your needs
- Copy the agents to
~/.claude/agents/for Claude Code integration - Activate agents by referencing them in your Claude conversations
- Customize agent personalities and workflows for your specific needs
- Share your results and contribute back to the community