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The Agency - 206 AI Agent Specialists for Claude Code, Copilot, Cursor, and more

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ZIP 다운로드

- - bug-report.yml
  - new-agent-request.yml
- - lint-agents.yml
- FUNDING.yml
- PULL_REQUEST_TEMPLATE.md
- academic-anthropologist.md
- academic-geographer.md
- academic-historian.md
- academic-narratologist.md
- academic-psychologist.md
- academic-sci-paper-optimizer.md
- academic-sci-paper-scorer.md
- content-copywriter.md
- content-editor.md
- content-strategist.md
- content-technical-writer.md
- data-science-ai-researcher.md
- data-science-data-analyst.md
- data-science-data-scientist.md
- data-science-ml-engineer.md
- design-brand-guardian.md
- design-image-prompt-engineer.md
- design-inclusive-visuals-specialist.md
- design-ui-designer.md
- design-ux-architect.md
- design-ux-researcher.md
- design-visual-storyteller.md
- design-whimsy-injector.md
- devops-cloud-architect.md
- devops-iac-engineer.md
- devops-monitoring-specialist.md
- devops-platform-engineer.md
- engineering-ai-data-remediation-engineer.md
- engineering-ai-engineer.md
- engineering-autonomous-optimization-architect.md
- engineering-backend-architect.md
- engineering-cms-developer.md
- engineering-code-reviewer.md
- engineering-codebase-onboarding-engineer.md
- engineering-data-engineer.md
- engineering-database-optimizer.md
- engineering-devops-automator.md
- engineering-email-intelligence-engineer.md
- engineering-embedded-firmware-engineer.md
- engineering-feishu-integration-developer.md
- engineering-filament-optimization-specialist.md
- engineering-frontend-developer.md
- engineering-git-workflow-master.md
- engineering-incident-response-commander.md
- engineering-minimal-change-engineer.md
- engineering-mobile-app-builder.md
- engineering-rapid-prototyper.md
- engineering-security-engineer.md
- engineering-senior-developer.md
- engineering-software-architect.md
- engineering-solidity-smart-contract-engineer.md
- engineering-sre.md
- engineering-technical-writer.md
- engineering-threat-detection-engineer.md
- engineering-voice-ai-integration-engineer.md
- engineering-wechat-mini-program-developer.md
- nexus-spatial-discovery.md
- README.md
- workflow-book-chapter.md
- workflow-landing-page.md
- workflow-sci-paper-optimization.md
- workflow-startup-mvp.md
- workflow-with-memory.md
- finance-bookkeeper-controller.md
- finance-financial-analyst.md
- finance-fpa-analyst.md
- finance-investment-researcher.md
- finance-tax-strategist.md
- - blender-addon-engineer.md
- - godot-gameplay-scripter.md
  - godot-multiplayer-engineer.md
  - godot-shader-developer.md
- - roblox-avatar-creator.md
  - roblox-experience-designer.md
  - roblox-systems-scripter.md
- - unity-architect.md
  - unity-editor-tool-developer.md
  - unity-multiplayer-engineer.md
  - unity-shader-graph-artist.md
- - unreal-multiplayer-architect.md
  - unreal-systems-engineer.md
  - unreal-technical-artist.md
  - unreal-world-builder.md
- game-audio-engineer.md
- game-designer.md
- level-designer.md
- narrative-designer.md
- technical-artist.md
- hr-culture-champion.md
- hr-learning-development.md
- hr-people-ops.md
- hr-recruiter.md
- - README.md
- - README.md
- - README.md
- - README.md
- - README.md
- - README.md
- - README.md
- - backend-architect-with-memory.md
  - README.md
  - setup.sh
- - README.md
- - README.md
- - README.md
- - README.md
- README.md
- marketing-agentic-search-optimizer.md
- marketing-ai-citation-strategist.md
- marketing-app-store-optimizer.md
- marketing-baidu-seo-specialist.md
- marketing-bilibili-content-strategist.md
- marketing-book-co-author.md
- marketing-carousel-growth-engine.md
- marketing-china-ecommerce-operator.md
- marketing-china-market-localization-strategist.md
- marketing-content-creator.md
- marketing-cross-border-ecommerce.md
- marketing-douyin-strategist.md
- marketing-growth-hacker.md
- marketing-instagram-curator.md
- marketing-kuaishou-strategist.md
- marketing-linkedin-content-creator.md
- marketing-livestream-commerce-coach.md
- marketing-podcast-strategist.md
- marketing-private-domain-operator.md
- marketing-reddit-community-builder.md
- marketing-seo-specialist.md
- marketing-short-video-editing-coach.md
- marketing-social-media-strategist.md
- marketing-tiktok-strategist.md
- marketing-twitter-engager.md
- marketing-video-optimization-specialist.md
- marketing-wechat-official-account.md
- marketing-weibo-strategist.md
- marketing-xiaohongshu-specialist.md
- marketing-zhihu-strategist.md
- - index.ts
- .gitignore
- install-mcp-server.sh
- install.bat
- install.ps1
- MCP_CONFIG.md
- package.json
- README.md
- tsconfig.json
- WINDOWS_INSTALL.md
- paid-media-auditor.md
- paid-media-creative-strategist.md
- paid-media-paid-social-strategist.md
- paid-media-ppc-strategist.md
- paid-media-programmatic-buyer.md
- paid-media-search-query-analyst.md
- paid-media-tracking-specialist.md
- product-behavioral-nudge-engine.md
- product-feedback-synthesizer.md
- product-manager.md
- product-sprint-prioritizer.md
- product-trend-researcher.md
- project-management-experiment-tracker.md
- project-management-jira-workflow-steward.md
- project-management-project-shepherd.md
- project-management-studio-operations.md
- project-management-studio-producer.md
- project-manager-senior.md
- sales-account-strategist.md
- sales-coach.md
- sales-deal-strategist.md
- sales-discovery-coach.md
- sales-engineer.md
- sales-outbound-strategist.md
- sales-pipeline-analyst.md
- sales-proposal-strategist.md
- - agent-names-zh.json
  - localize-agents-zh.ps1
  - README.md
- convert.sh
- install.sh
- lint-agents.sh
- security-auditor.md
- security-incident-responder.md
- security-penetration-tester.md
- security-threat-intelligence.md
- macos-spatial-metal-engineer.md
- terminal-integration-specialist.md
- visionos-spatial-engineer.md
- xr-cockpit-interaction-specialist.md
- xr-immersive-developer.md
- xr-interface-architect.md
- accounts-payable-agent.md
- agentic-identity-trust.md
- agents-orchestrator.md
- automation-governance-architect.md
- blockchain-security-auditor.md
- compliance-auditor.md
- corporate-training-designer.md
- customer-service.md
- data-consolidation-agent.md
- government-digital-presales-consultant.md
- healthcare-customer-service.md
- healthcare-marketing-compliance.md
- hospitality-guest-services.md
- hr-onboarding.md
- identity-graph-operator.md
- language-translator.md
- legal-billing-time-tracking.md
- legal-client-intake.md
- legal-document-review.md
- loan-officer-assistant.md
- lsp-index-engineer.md
- real-estate-buyer-seller.md
- recruitment-specialist.md
- report-distribution-agent.md
- retail-customer-returns.md
- sales-data-extraction-agent.md
- sales-outreach.md
- specialized-chief-of-staff.md
- specialized-civil-engineer.md
- specialized-cultural-intelligence-strategist.md
- specialized-developer-advocate.md
- specialized-document-generator.md
- specialized-french-consulting-market.md
- specialized-korean-business-navigator.md
- specialized-mcp-builder.md
- specialized-model-qa.md
- specialized-salesforce-architect.md
- specialized-workflow-architect.md
- study-abroad-advisor.md
- supply-chain-strategist.md
- zk-steward.md
- - agent-activation-prompts.md
  - handoff-templates.md
- - phase-0-discovery.md
  - phase-1-strategy.md
  - phase-2-foundation.md
  - phase-3-build.md
  - phase-4-hardening.md
  - phase-5-launch.md
  - phase-6-operate.md
- - scenario-enterprise-feature.md
  - scenario-incident-response.md
  - scenario-marketing-campaign.md
  - scenario-startup-mvp.md
- EXECUTIVE-BRIEF.md
- nexus-strategy.md
- QUICKSTART.md
- support-analytics-reporter.md
- support-executive-summary-generator.md
- support-finance-tracker.md
- support-infrastructure-maintainer.md
- support-legal-compliance-checker.md
- support-support-responder.md
- agent-template.md
- testing-accessibility-auditor.md
- testing-api-tester.md
- testing-evidence-collector.md
- testing-performance-benchmarker.md
- testing-reality-checker.md
- testing-test-results-analyzer.md
- testing-tool-evaluator.md
- testing-workflow-optimizer.md
.gitattributes
.gitignore
AGENT_INDEX.md
CODE_WIKI.md
CONTRIBUTING.md
CONTRIBUTING_zh-CN.md
LICENSE
README.md
SECURITY.md
USAGE_GUIDE.md

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// repository documentation

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> **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.

[![GitHub stars](https://img.shields.io/github/stars/msitarzewski/agency-agents?style=social)](https://github.com/msitarzewski/agency-agents)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://makeapullrequest.com)
[![Sponsor](https://img.shields.io/badge/Sponsor-%E2%9D%A4-pink?logo=github)](https://github.com/sponsors/msitarzewski)

---

## 🚀 What Is This?

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.

---

## ⚡ Quick Start

### Option 1: Use with Claude Code (Recommended)

```bash
# 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 2: 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 3: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code)

```bash
# 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
```

See the [Multi-Tool Integrations](#-multi-tool-integrations) section below for full details.

---

## 🎨 The Agency Roster

### 💻 Engineering Division

Building the future, one commit at a time.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🎨 [Frontend Developer](engineering/engineering-frontend-developer.md) | React/Vue/Angular, UI implementation, performance | Modern web apps, pixel-perfect UIs, Core Web Vitals optimization |
| 🏗️ [Backend Architect](engineering/engineering-backend-architect.md) | API design, database architecture, scalability | Server-side systems, microservices, cloud infrastructure |
| 📱 [Mobile App Builder](engineering/engineering-mobile-app-builder.md) | iOS/Android, React Native, Flutter | Native and cross-platform mobile applications |
| 🤖 [AI Engineer](engineering/engineering-ai-engineer.md) | ML models, deployment, AI integration | Machine learning features, data pipelines, AI-powered apps |
| 🚀 [DevOps Automator](engineering/engineering-devops-automator.md) | CI/CD, infrastructure automation, cloud ops | Pipeline development, deployment automation, monitoring |
| ⚡ [Rapid Prototyper](engineering/engineering-rapid-prototyper.md) | Fast POC development, MVPs | Quick proof-of-concepts, hackathon projects, fast iteration |
| 💎 [Senior Developer](engineering/engineering-senior-developer.md) | Laravel/Livewire, advanced patterns | Complex implementations, architecture decisions |
| 🔧 [Filament Optimization Specialist](engineering/engineering-filament-optimization-specialist.md) | Filament PHP admin UX, structural form redesign, resource optimization | Restructuring Filament resources/forms/tables for faster, cleaner admin workflows |
| 🔒 [Security Engineer](engineering/engineering-security-engineer.md) | Threat modeling, secure code review, security architecture | Application security, vulnerability assessment, security CI/CD |
| ⚡ [Autonomous Optimization Architect](engineering/engineering-autonomous-optimization-architect.md) | LLM routing, cost optimization, shadow testing | Autonomous systems needing intelligent API selection and cost guardrails |
| 🔩 [Embedded Firmware Engineer](engineering/engineering-embedded-firmware-engineer.md) | Bare-metal, RTOS, ESP32/STM32/Nordic firmware | Production-grade embedded systems and IoT devices |
| 🚨 [Incident Response Commander](engineering/engineering-incident-response-commander.md) | Incident management, post-mortems, on-call | Managing production incidents and building incident readiness |
| ⛓️ [Solidity Smart Contract Engineer](engineering/engineering-solidity-smart-contract-engineer.md) | EVM contracts, gas optimization, DeFi | Secure, gas-optimized smart contracts and DeFi protocols |
| 🧭 [Codebase Onboarding Engineer](engineering/engineering-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 |
| 📚 [Technical Writer](engineering/engineering-technical-writer.md) | Developer docs, API reference, tutorials | Clear, accurate technical documentation |
| 🎯 [Threat Detection Engineer](engineering/engineering-threat-detection-engineer.md) | SIEM rules, threat hunting, ATT&CK mapping | Building detection layers and threat hunting |
| 💬 [WeChat Mini Program Developer](engineering/engineering-wechat-mini-program-developer.md) | WeChat ecosystem, Mini Programs, payment integration | Building performant apps for the WeChat ecosystem |
| 👁️ [Code Reviewer](engineering/engineering-code-reviewer.md) | Constructive code review, security, maintainability | PR reviews, code quality gates, mentoring through review |
| 🗄️ [Database Optimizer](engineering/engineering-database-optimizer.md) | Schema design, query optimization, indexing strategies | PostgreSQL/MySQL tuning, slow query debugging, migration planning |
| 🌿 [Git Workflow Master](engineering/engineering-git-workflow-master.md) | Branching strategies, conventional commits, advanced Git | Git workflow design, history cleanup, CI-friendly branch management |
| 🏛️ [Software Architect](engineering/engineering-software-architect.md) | System design, DDD, architectural patterns, trade-off analysis | Architecture decisions, domain modeling, system evolution strategy |
| 🛡️ [SRE](engineering/engineering-sre.md) | SLOs, error budgets, observability, chaos engineering | Production reliability, toil reduction, capacity planning |
| 🧬 [AI Data Remediation Engineer](engineering/engineering-ai-data-remediation-engineer.md) | Self-healing pipelines, air-gapped SLMs, semantic clustering | Fixing broken data at scale with zero data loss |
| 🔧 [Data Engineer](engineering/engineering-data-engineer.md) | Data pipelines, lakehouse architecture, ETL/ELT | Building reliable data infrastructure and warehousing |
| 🔗 [Feishu Integration Developer](engineering/engineering-feishu-integration-developer.md) | Feishu/Lark Open Platform, bots, workflows | Building integrations for the Feishu ecosystem |
| 🧱 [CMS Developer](engineering/engineering-cms-developer.md) | WordPress & Drupal themes, plugins/modules, content architecture | Code-first CMS implementation and customization |
| 📧 [Email Intelligence Engineer](engineering/engineering-email-intelligence-engineer.md) | Email parsing, MIME extraction, structured data for AI agents | Turning raw email threads into reasoning-ready context |
| 🎙️ [Voice AI Integration Engineer](engineering/engineering-voice-ai-integration-engineer.md) | Speech-to-text pipelines, Whisper, ASR, speaker diarization | End-to-end transcription pipelines, audio preprocessing, structured transcript delivery |
| 🪡 [Minimal Change Engineer](engineering/engineering-minimal-change-engineer.md) | Minimum-viable diffs, scope discipline, anti-refactoring | Bug-fix PRs that stay focused, preventing refactor avalanches |

### 🎨 Design Division

Making it beautiful, usable, and delightful.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🎯 [UI Designer](design/design-ui-designer.md) | Visual design, component libraries, design systems | Interface creation, brand consistency, component design |
| 🔍 [UX Researcher](design/design-ux-researcher.md) | User testing, behavior analysis, research | Understanding users, usability testing, design insights |
| 🏛️ [UX Architect](design/design-ux-architect.md) | Technical architecture, CSS systems, implementation | Developer-friendly foundations, implementation guidance |
| 🎭 [Brand Guardian](design/design-brand-guardian.md) | Brand identity, consistency, positioning | Brand strategy, identity development, guidelines |
| 📖 [Visual Storyteller](design/design-visual-storyteller.md) | Visual narratives, multimedia content | Compelling visual stories, brand storytelling |
| ✨ [Whimsy Injector](design/design-whimsy-injector.md) | Personality, delight, playful interactions | Adding joy, micro-interactions, Easter eggs, brand personality |
| 📷 [Image Prompt Engineer](design/design-image-prompt-engineer.md) | AI image generation prompts, photography | Photography prompts for Midjourney, DALL-E, Stable Diffusion |
| 🌈 [Inclusive Visuals Specialist](design/design-inclusive-visuals-specialist.md) | Representation, bias mitigation, authentic imagery | Generating culturally accurate AI images and video |

### 💰 Paid Media Division

Turning ad spend into measurable business outcomes.

| Agent | Specialty | When to Use |
| --- | --- | --- |
| 💰 [PPC Campaign Strategist](paid-media/paid-media-ppc-strategist.md) | Google/Microsoft/Amazon Ads, account architecture, bidding | Account buildouts, budget allocation, scaling, performance diagnosis |
| 🔍 [Search Query Analyst](paid-media/paid-media-search-query-analyst.md) | Search term analysis, negative keywords, intent mapping | Query audits, wasted spend elimination, keyword discovery |
| 📋 [Paid Media Auditor](paid-media/paid-media-auditor.md) | 200+ point account audits, competitive analysis | Account takeovers, quarterly reviews, competitive pitches |
| 📡 [Tracking & Measurement Specialist](paid-media/paid-media-tracking-specialist.md) | GTM, GA4, conversion tracking, CAPI | New implementations, tracking audits, platform migrations |
| ✍️ [Ad Creative Strategist](paid-media/paid-media-creative-strategist.md) | RSA copy, Meta creative, Performance Max assets | Creative launches, testing programs, ad fatigue refreshes |
| 📺 [Programmatic & Display Buyer](paid-media/paid-media-programmatic-buyer.md) | GDN, DSPs, partner media, ABM display | Display planning, partner outreach, ABM programs |
| 📱 [Paid Social Strategist](paid-media/paid-media-paid-social-strategist.md) | Meta, LinkedIn, TikTok, cross-platform social | Social ad programs, platform selection, audience strategy |

### 💼 Sales Division

Turning pipeline into revenue through craft, not CRM busywork.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🎯 [Outbound Strategist](sales/sales-outbound-strategist.md) | Signal-based prospecting, multi-channel sequences, ICP targeting | Building pipeline through research-driven outreach, not volume |
| 🔍 [Discovery Coach](sales/sales-discovery-coach.md) | SPIN, Gap Selling, Sandler — question design and call structure | Preparing for discovery calls, qualifying opportunities, coaching reps |
| ♟️ [Deal Strategist](sales/sales-deal-strategist.md) | MEDDPICC qualification, competitive positioning, win planning | Scoring deals, exposing pipeline risk, building win strategies |
| 🛠️ [Sales Engineer](sales/sales-engineer.md) | Technical demos, POC scoping, competitive battlecards | Pre-sales technical wins, demo prep, competitive positioning |
| 🏹 [Proposal Strategist](sales/sales-proposal-strategist.md) | RFP response, win themes, narrative structure | Writing proposals that persuade, not just comply |
| 📊 [Pipeline Analyst](sales/sales-pipeline-analyst.md) | Forecasting, pipeline health, deal velocity, RevOps | Pipeline reviews, forecast accuracy, revenue operations |
| 🗺️ [Account Strategist](sales/sales-account-strategist.md) | Land-and-expand, QBRs, stakeholder mapping | Post-sale expansion, account planning, NRR growth |
| 🏋️ [Sales Coach](sales/sales-coach.md) | Rep development, call coaching, pipeline review facilitation | Making every rep and every deal better through structured coaching |
| 🎯 [Sales Outreach](specialized/sales-outreach.md) | Cold prospecting, multi-touch cadences, objection handling, proposals | Top-of-funnel B2B outreach — from cold email to booked discovery call |

### 📢 Marketing Division

Growing your audience, one authentic interaction at a time.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🚀 [Growth Hacker](marketing/marketing-growth-hacker.md) | Rapid user acquisition, viral loops, experiments | Explosive growth, user acquisition, conversion optimization |
| 📝 [Content Creator](marketing/marketing-content-creator.md) | Multi-platform content, editorial calendars | Content strategy, copywriting, brand storytelling |
| 🐦 [Twitter Engager](marketing/marketing-twitter-engager.md) | Real-time engagement, thought leadership | Twitter strategy, LinkedIn campaigns, professional social |
| 📱 [TikTok Strategist](marketing/marketing-tiktok-strategist.md) | Viral content, algorithm optimization | TikTok growth, viral content, Gen Z/Millennial audience |
| 📸 [Instagram Curator](marketing/marketing-instagram-curator.md) | Visual storytelling, community building | Instagram strategy, aesthetic development, visual content |
| 🤝 [Reddit Community Builder](marketing/marketing-reddit-community-builder.md) | Authentic engagement, value-driven content | Reddit strategy, community trust, authentic marketing |
| 📱 [App Store Optimizer](marketing/marketing-app-store-optimizer.md) | ASO, conversion optimization, discoverability | App marketing, store optimization, app growth |
| 🌐 [Social Media Strategist](marketing/marketing-social-media-strategist.md) | Cross-platform strategy, campaigns | Overall social strategy, multi-platform campaigns |
| 📕 [Xiaohongshu Specialist](marketing/marketing-xiaohongshu-specialist.md) | Lifestyle content, trend-driven strategy | Xiaohongshu growth, aesthetic storytelling, Gen Z audience |
| 💬 [WeChat Official Account Manager](marketing/marketing-wechat-official-account.md) | Subscriber engagement, content marketing | WeChat OA strategy, community building, conversion optimization |
| 🧠 [Zhihu Strategist](marketing/marketing-zhihu-strategist.md) | Thought leadership, knowledge-driven engagement | Zhihu authority building, Q&A strategy, lead generation |
| 🇨🇳 [Baidu SEO Specialist](marketing/marketing-baidu-seo-specialist.md) | Baidu optimization, China SEO, ICP compliance | Ranking in Baidu and reaching China's search market |
| 🎬 [Bilibili Content Strategist](marketing/marketing-bilibili-content-strategist.md) | B站 algorithm, danmaku culture, UP主 growth | Building audiences on Bilibili with community-first content |
| 🎠 [Carousel Growth Engine](marketing/marketing-carousel-growth-engine.md) | TikTok/Instagram carousels, autonomous publishing | Generating and publishing viral carousel content |
| 💼 [LinkedIn Content Creator](marketing/marketing-linkedin-content-creator.md) | Personal branding, thought leadership, professional content | LinkedIn growth, professional audience building, B2B content |
| 🛒 [China E-Commerce Operator](marketing/marketing-china-ecommerce-operator.md) | Taobao, Tmall, Pinduoduo, live commerce | Running multi-platform e-commerce in China |
| 🎥 [Kuaishou Strategist](marketing/marketing-kuaishou-strategist.md) | Kuaishou, 老铁 community, grassroots growth | Building authentic audiences in lower-tier markets |
| 🔍 [SEO Specialist](marketing/marketing-seo-specialist.md) | Technical SEO, content strategy, link building | Driving sustainable organic search growth |
| 📘 [Book Co-Author](marketing/marketing-book-co-author.md) | Thought-leadership books, ghostwriting, publishing | Strategic book collaboration for founders and experts |
| 🌏 [Cross-Border E-Commerce Specialist](marketing/marketing-cross-border-ecommerce.md) | Amazon, Shopee, Lazada, cross-border fulfillment | Full-funnel cross-border e-commerce strategy |
| 🎵 [Douyin Strategist](marketing/marketing-douyin-strategist.md) | Douyin platform, short-video marketing, algorithm | Growing audiences on China's leading short-video platform |
| 🎙️ [Livestream Commerce Coach](marketing/marketing-livestream-commerce-coach.md) | Host training, live room optimization, conversion | Building high-performing livestream e-commerce operations |
| 🎧 [Podcast Strategist](marketing/marketing-podcast-strategist.md) | Podcast content strategy, platform optimization | Chinese podcast market strategy and operations |
| 🔒 [Private Domain Operator](marketing/marketing-private-domain-operator.md) | WeCom, private traffic, community operations | Building enterprise WeChat private domain ecosystems |
| 🎬 [Short-Video Editing Coach](marketing/marketing-short-video-editing-coach.md) | Post-production, editing workflows, platform specs | Hands-on short-video editing training and optimization |
| 🔥 [Weibo Strategist](marketing/marketing-weibo-strategist.md) | Sina Weibo, trending topics, fan engagement | Full-spectrum Weibo operations and growth |
| 🔮 [AI Citation Strategist](marketing/marketing-ai-citation-strategist.md) | AEO/GEO, AI recommendation visibility, citation auditing | Improving brand visibility across ChatGPT, Claude, Gemini, Perplexity |
| 🇨🇳 [China Market Localization Strategist](marketing/marketing-china-market-localization-strategist.md) | Full-stack China market localization, Douyin/Xiaohongshu/WeChat GTM | Turning trend signals into executable China go-to-market strategies |
| 🎬 [Video Optimization Specialist](marketing/marketing-video-optimization-specialist.md) | YouTube algorithm strategy, chaptering, thumbnail concepts | YouTube channel growth, video SEO, audience retention optimization |
| 🤖 [Agentic Search Optimizer](marketing/marketing-agentic-search-optimizer.md) | WebMCP readiness, AI agent task completion, agentic auditing | Ensuring AI agents can actually complete tasks on your site |

### 📊 Product Division

Building the right thing at the right time.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🎯 [Sprint Prioritizer](product/product-sprint-prioritizer.md) | Agile planning, feature prioritization | Sprint planning, resource allocation, backlog management |
| 🔍 [Trend Researcher](product/product-trend-researcher.md) | Market intelligence, competitive analysis | Market research, opportunity assessment, trend identification |
| 💬 [Feedback Synthesizer](product/product-feedback-synthesizer.md) | User feedback analysis, insights extraction | Feedback analysis, user insights, product priorities |
| 🧠 [Behavioral Nudge Engine](product/product-behavioral-nudge-engine.md) | Behavioral psychology, nudge design, engagement | Maximizing user motivation through behavioral science |
| 🧭 [Product Manager](product/product-manager.md) | 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](project-management/project-management-studio-producer.md) | High-level orchestration, portfolio management | Multi-project oversight, strategic alignment, resource allocation |
| 🐑 [Project Shepherd](project-management/project-management-project-shepherd.md) | Cross-functional coordination, timeline management | End-to-end project coordination, stakeholder management |
| ⚙️ [Studio Operations](project-management/project-management-studio-operations.md) | Day-to-day efficiency, process optimization | Operational excellence, team support, productivity |
| 🧪 [Experiment Tracker](project-management/project-management-experiment-tracker.md) | A/B tests, hypothesis validation | Experiment management, data-driven decisions, testing |
| 👔 [Senior Project Manager](project-management/project-manager-senior.md) | Realistic scoping, task conversion | Converting specs to tasks, scope management |
| 📋 [Jira Workflow Steward](project-management/project-management-jira-workflow-steward.md) | Git workflow, branch strategy, traceability | Enforcing Jira-linked Git discipline and delivery |

### 🧪 Testing Division

Breaking things so users don't have to.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 📸 [Evidence Collector](testing/testing-evidence-collector.md) | Screenshot-based QA, visual proof | UI testing, visual verification, bug documentation |
| 🔍 [Reality Checker](testing/testing-reality-checker.md) | Evidence-based certification, quality gates | Production readiness, quality approval, release certification |
| 📊 [Test Results Analyzer](testing/testing-test-results-analyzer.md) | Test evaluation, metrics analysis | Test output analysis, quality insights, coverage reporting |
| ⚡ [Performance Benchmarker](testing/testing-performance-benchmarker.md) | Performance testing, optimization | Speed testing, load testing, performance tuning |
| 🔌 [API Tester](testing/testing-api-tester.md) | API validation, integration testing | API testing, endpoint verification, integration QA |
| 🛠️ [Tool Evaluator](testing/testing-tool-evaluator.md) | Technology assessment, tool selection | Evaluating tools, software recommendations, tech decisions |
| 🔄 [Workflow Optimizer](testing/testing-workflow-optimizer.md) | Process analysis, workflow improvement | Process optimization, efficiency gains, automation opportunities |
| ♿ [Accessibility Auditor](testing/testing-accessibility-auditor.md) | WCAG auditing, assistive technology testing | Accessibility compliance, screen reader testing, inclusive design verification |

### 🛟 Support Division

The backbone of the operation.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 💬 [Support Responder](support/support-support-responder.md) | Customer service, issue resolution | Customer support, user experience, support operations |
| 📊 [Analytics Reporter](support/support-analytics-reporter.md) | Data analysis, dashboards, insights | Business intelligence, KPI tracking, data visualization |
| 💰 [Finance Tracker](support/support-finance-tracker.md) | Financial planning, budget management | Financial analysis, cash flow, business performance |
| 🏗️ [Infrastructure Maintainer](support/support-infrastructure-maintainer.md) | System reliability, performance optimization | Infrastructure management, system operations, monitoring |
| ⚖️ [Legal Compliance Checker](support/support-legal-compliance-checker.md) | Compliance, regulations, legal review | Legal compliance, regulatory requirements, risk management |
| 📑 [Executive Summary Generator](support/support-executive-summary-generator.md) | 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-computing/xr-interface-architect.md) | Spatial interaction design, immersive UX | AR/VR/XR interface design, spatial computing UX |
| 💻 [macOS Spatial/Metal Engineer](spatial-computing/macos-spatial-metal-engineer.md) | Swift, Metal, high-performance 3D | macOS spatial computing, Vision Pro native apps |
| 🌐 [XR Immersive Developer](spatial-computing/xr-immersive-developer.md) | WebXR, browser-based AR/VR | Browser-based immersive experiences, WebXR apps |
| 🎮 [XR Cockpit Interaction Specialist](spatial-computing/xr-cockpit-interaction-specialist.md) | Cockpit-based controls, immersive systems | Cockpit control systems, immersive control interfaces |
| 🍎 [visionOS Spatial Engineer](spatial-computing/visionos-spatial-engineer.md) | Apple Vision Pro development | Vision Pro apps, spatial computing experiences |
| 🔌 [Terminal Integration Specialist](spatial-computing/terminal-integration-specialist.md) | Terminal integration, command-line tools | CLI tools, terminal workflows, developer tools |

### 🎯 Specialized Division

The unique specialists who don't fit in a box.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🎭 [Agents Orchestrator](specialized/agents-orchestrator.md) | Multi-agent coordination, workflow management | Complex projects requiring multiple agent coordination |
| 🔍 [LSP/Index Engineer](specialized/lsp-index-engineer.md) | Language Server Protocol, code intelligence | Code intelligence systems, LSP implementation, semantic indexing |
| 📥 [Sales Data Extraction Agent](specialized/sales-data-extraction-agent.md) | Excel monitoring, sales metric extraction | Sales data ingestion, MTD/YTD/Year End metrics |
| 📈 [Data Consolidation Agent](specialized/data-consolidation-agent.md) | Sales data aggregation, dashboard reports | Territory summaries, rep performance, pipeline snapshots |
| 📬 [Report Distribution Agent](specialized/report-distribution-agent.md) | Automated report delivery | Territory-based report distribution, scheduled sends |
| 🔐 [Agentic Identity & Trust Architect](specialized/agentic-identity-trust.md) | Agent identity, authentication, trust verification | Multi-agent identity systems, agent authorization, audit trails |
| 🔗 [Identity Graph Operator](specialized/identity-graph-operator.md) | Shared identity resolution for multi-agent systems | Entity deduplication, merge proposals, cross-agent identity consistency |
| 💸 [Accounts Payable Agent](specialized/accounts-payable-agent.md) | Payment processing, vendor management, audit | Autonomous payment execution across crypto, fiat, stablecoins |
| 🛡️ [Blockchain Security Auditor](specialized/blockchain-security-auditor.md) | Smart contract audits, exploit analysis | Finding vulnerabilities in contracts before deployment |
| 📋 [Compliance Auditor](specialized/compliance-auditor.md) | SOC 2, ISO 27001, HIPAA, PCI-DSS | Guiding organizations through compliance certification |
| 🌍 [Cultural Intelligence Strategist](specialized/specialized-cultural-intelligence-strategist.md) | Global UX, representation, cultural exclusion | Ensuring software resonates across cultures |
| 🗣️ [Developer Advocate](specialized/specialized-developer-advocate.md) | Community building, DX, developer content | Bridging product and developer community |
| 🔬 [Model QA Specialist](specialized/specialized-model-qa.md) | ML audits, feature analysis, interpretability | End-to-end QA for machine learning models |
| 🗃️ [ZK Steward](specialized/zk-steward.md) | Knowledge management, Zettelkasten, notes | Building connected, validated knowledge bases |
| 🔌 [MCP Builder](specialized/specialized-mcp-builder.md) | Model Context Protocol servers, AI agent tooling | Building MCP servers that extend AI agent capabilities |
| 📄 [Document Generator](specialized/specialized-document-generator.md) | PDF, PPTX, DOCX, XLSX generation from code | Professional document creation, reports, data visualization |
| ⚙️ [Automation Governance Architect](specialized/automation-governance-architect.md) | Automation governance, n8n, workflow auditing | Evaluating and governing business automations at scale |
| 📚 [Corporate Training Designer](specialized/corporate-training-designer.md) | Enterprise training, curriculum development | Designing training systems and learning programs |
| 🏛️ [Government Digital Presales Consultant](specialized/government-digital-presales-consultant.md) | China ToG presales, digital transformation | Government digital transformation proposals and bids |
| ⚕️ [Healthcare Marketing Compliance](specialized/healthcare-marketing-compliance.md) | China healthcare advertising compliance | Healthcare marketing regulatory compliance |
| 🎯 [Recruitment Specialist](specialized/recruitment-specialist.md) | Talent acquisition, recruiting operations | Recruitment strategy, sourcing, and hiring processes |
| 🎓 [Study Abroad Advisor](specialized/study-abroad-advisor.md) | International education, application planning | Study abroad planning across US, UK, Canada, Australia |
| 🔗 [Supply Chain Strategist](specialized/supply-chain-strategist.md) | Supply chain management, procurement strategy | Supply chain optimization and procurement planning |
| 🗺️ [Workflow Architect](specialized/specialized-workflow-architect.md) | Workflow discovery, mapping, and specification | Mapping every path through a system before code is written |
| ☁️ [Salesforce Architect](specialized/specialized-salesforce-architect.md) | Multi-cloud Salesforce design, governor limits, integrations | Enterprise Salesforce architecture, org strategy, deployment pipelines |
| 🇫🇷 [French Consulting Market Navigator](specialized/specialized-french-consulting-market.md) | ESN/SI ecosystem, portage salarial, rate positioning | Freelance consulting in the French IT market |
| 🇰🇷 [Korean Business Navigator](specialized/specialized-korean-business-navigator.md) | Korean business culture, 품의 process, relationship mechanics | Foreign professionals navigating Korean business relationships |
| 🏗️ [Civil Engineer](specialized/specialized-civil-engineer.md) | Structural analysis, geotechnical design, global building codes | Multi-standard structural engineering across Eurocode, ACI, AISC, and more |
| 🎧 [Customer Service](specialized/customer-service.md) | Omnichannel support, complaint handling, retention, escalation | Any industry customer support — retail, SaaS, hospitality, finance, logistics |
| 🏥 [Healthcare Customer Service](specialized/healthcare-customer-service.md) | HIPAA-aware patient support, billing, insurance, emergency routing | Healthcare organizations needing compliant, empathetic patient support |
| 🏨 [Hospitality Guest Services](specialized/hospitality-guest-services.md) | Reservations, concierge, complaint recovery, loyalty, events | Hotels, resorts, restaurants, and event venues |
| 🤝 [HR Onboarding](specialized/hr-onboarding.md) | Pre-boarding, compliance, benefits enrollment, 30-60-90 day plans | Any company onboarding new hires — from startups to enterprise |
| 🌐 [Language Translator](specialized/language-translator.md) | Spanish ↔ English translation, dialect awareness, cultural context | Travel, business, medical, and legal translation needs |
| ⏱️ [Legal Billing & Time Tracking](specialized/legal-billing-time-tracking.md) | Time capture, billing narratives, IOLTA compliance, collections | Law firms maximizing revenue recovery and billing accuracy |
| 📋 [Legal Client Intake](specialized/legal-client-intake.md) | Prospect qualification, conflict screening, consultation scheduling | Law firms converting inquiries into retained clients |
| ⚖️ [Legal Document Review](specialized/legal-document-review.md) | Contract review, risk flagging, version comparison, compliance | Attorney-ready first-pass review across any practice area |
| 🏦 [Loan Officer Assistant](specialized/loan-officer-assistant.md) | Borrower intake, TRID compliance, pipeline tracking, closing coordination | Mortgage and consumer lending teams |
| 🏠 [Real Estate Buyer & Seller](specialized/real-estate-buyer-seller.md) | Buyer/seller representation, offers, transaction coordination | Residential and investment real estate transactions |
| 🛒 [Retail Customer Returns](specialized/retail-customer-returns.md) | Return processing, fraud prevention, exchanges, vendor returns | Brick-and-mortar, e-commerce, and omnichannel retail |
| 🧭 [Chief of Staff](specialized/specialized-chief-of-staff.md) | Executive coordination, process ownership, decision routing | Filtering noise, enforcing consistency, and freeing founders to think |

### 💵 Finance Division

Accounting, financial analysis, tax strategy, and investment research specialists.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 📒 [Bookkeeper & Controller](finance/finance-bookkeeper-controller.md) | Month-end close, reconciliation, GAAP compliance, internal controls | Day-to-day accounting operations, audit readiness, financial record-keeping |
| 📊 [Financial Analyst](finance/finance-financial-analyst.md) | Financial modeling, forecasting, scenario analysis, decision support | Three-statement models, variance analysis, data-driven business intelligence |
| 📈 [FP&A Analyst](finance/finance-fpa-analyst.md) | Budgeting, rolling forecasts, variance analysis, business reviews | Annual operating plans, monthly business reviews, strategic resource allocation |
| 🔍 [Investment Researcher](finance/finance-investment-researcher.md) | Due diligence, portfolio analysis, asset valuation, equity research | Investment thesis development, risk assessment, market research |
| 🏛️ [Tax Strategist](finance/finance-tax-strategist.md) | 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](game-development/game-designer.md) | Systems design, GDD authorship, economy balancing, gameplay loops | Designing game mechanics, progression systems, writing design documents |
| 🗺️ [Level Designer](game-development/level-designer.md) | Layout theory, pacing, encounter design, environmental storytelling | Building levels, designing encounter flow, spatial narrative |
| 🎨 [Technical Artist](game-development/technical-artist.md) | Shaders, VFX, LOD pipeline, art-to-engine optimization | Bridging art and engineering, shader authoring, performance-safe asset pipelines |
| 🔊 [Game Audio Engineer](game-development/game-audio-engineer.md) | FMOD/Wwise, adaptive music, spatial audio, audio budgets | Interactive audio systems, dynamic music, audio performance |
| 📖 [Narrative Designer](game-development/narrative-designer.md) | Story systems, branching dialogue, lore architecture | Writing branching narratives, implementing dialogue systems, world lore |

#### Unity

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🏗️ [Unity Architect](game-development/unity/unity-architect.md) | ScriptableObjects, data-driven modularity, DOTS/ECS | Large-scale Unity projects, data-driven system design, ECS performance work |
| ✨ [Unity Shader Graph Artist](game-development/unity/unity-shader-graph-artist.md) | Shader Graph, HLSL, URP/HDRP, Renderer Features | Custom Unity materials, VFX shaders, post-processing passes |
| 🌐 [Unity Multiplayer Engineer](game-development/unity/unity-multiplayer-engineer.md) | Netcode for GameObjects, Unity Relay/Lobby, server authority, prediction | Online Unity games, client prediction, Unity Gaming Services integration |
| 🛠️ [Unity Editor Tool Developer](game-development/unity/unity-editor-tool-developer.md) | EditorWindows, AssetPostprocessors, PropertyDrawers, build validation | Custom Unity Editor tooling, pipeline automation, content validation |

#### Unreal Engine

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| ⚙️ [Unreal Systems Engineer](game-development/unreal-engine/unreal-systems-engineer.md) | C++/Blueprint hybrid, GAS, Nanite constraints, memory management | Complex Unreal gameplay systems, Gameplay Ability System, engine-level C++ |
| 🎨 [Unreal Technical Artist](game-development/unreal-engine/unreal-technical-artist.md) | Material Editor, Niagara, PCG, Substrate | Unreal materials, Niagara VFX, procedural content generation |
| 🌐 [Unreal Multiplayer Architect](game-development/unreal-engine/unreal-multiplayer-architect.md) | Actor replication, GameMode/GameState hierarchy, dedicated server | Unreal online games, replication graphs, server authoritative Unreal |
| 🗺️ [Unreal World Builder](game-development/unreal-engine/unreal-world-builder.md) | World Partition, Landscape, HLOD, LWC | Large open-world Unreal levels, streaming systems, terrain at scale |

#### Godot

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 📜 [Godot Gameplay Scripter](game-development/godot/godot-gameplay-scripter.md) | GDScript 2.0, signals, composition, static typing | Godot gameplay systems, scene composition, performance-conscious GDScript |
| 🌐 [Godot Multiplayer Engineer](game-development/godot/godot-multiplayer-engineer.md) | MultiplayerAPI, ENet/WebRTC, RPCs, authority model | Online Godot games, scene replication, server-authoritative Godot |
| ✨ [Godot Shader Developer](game-development/godot/godot-shader-developer.md) | Godot shading language, VisualShader, RenderingDevice | Custom Godot materials, 2D/3D effects, post-processing, compute shaders |

#### Blender

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🧩 [Blender Addon Engineer](game-development/blender/blender-addon-engineer.md) | Blender Python (`bpy`), custom operators/panels, asset validators, exporters, pipeline automation | Building Blender add-ons, asset prep tools, export workflows, and DCC pipeline automation |

#### Roblox Studio

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| ⚙️ [Roblox Systems Scripter](game-development/roblox-studio/roblox-systems-scripter.md) | Luau, RemoteEvents/Functions, DataStore, server-authoritative module architecture | Building secure Roblox game systems, client-server communication, data persistence |
| 🎯 [Roblox Experience Designer](game-development/roblox-studio/roblox-experience-designer.md) | Engagement loops, monetization, D1/D7 retention, onboarding flow | Designing Roblox game loops, Game Passes, daily rewards, player retention |
| 👗 [Roblox Avatar Creator](game-development/roblox-studio/roblox-avatar-creator.md) | UGC pipeline, accessory rigging, Creator Marketplace submission | Roblox UGC items, HumanoidDescription customization, in-experience avatar shops |

### 📚 Academic Division

Scholarly rigor for world-building, storytelling, and narrative design.

| Agent | Specialty | When to Use |
|-------|-----------|-------------|
| 🌍 [Anthropologist](academic/academic-anthropologist.md) | Cultural systems, kinship, rituals, belief systems | Designing culturally coherent societies with internal logic |
| 🌐 [Geographer](academic/academic-geographer.md) | Physical/human geography, climate, cartography | Building geographically coherent worlds with realistic terrain and settlements |
| 📚 [Historian](academic/academic-historian.md) | Historical analysis, periodization, material culture | Validating historical coherence, enriching settings with authentic period detail |
| 📜 [Narratologist](academic/academic-narratologist.md) | Narrative theory, story structure, character arcs | Analyzing and improving story structure with established theoretical frameworks |
| 🧠 [Psychologist](academic/academic-psychologist.md) | Personality theory, motivation, cognitive patterns | Building psychologically credible characters grounded in research |
| 📝 [SCI Paper Optimizer](academic/academic-sci-paper-optimizer.md) | Autonomous manuscript optimization, score-driven iteration | Iteratively improving SCI papers against quantified quality metrics |
| 🎯 [SCI Paper Scorer](academic/academic-sci-paper-scorer.md) | Multi-dimensional paper evaluation, evidence-backed scoring | Quantitative manuscript evaluation with actionable improvement suggestions |

---

## 🎯 Real-World Use Cases

### Scenario 1: Building a Startup MVP

**Your Team**:
1. 🎨 **Frontend Developer** - Build the React app
2. 🏗️ **Backend Architect** - Design the API and database
3. 🚀 **Growth Hacker** - Plan user acquisition
4. ⚡ **Rapid Prototyper** - Fast iteration cycles
5. 🔍 **Reality Checker** - Ensure quality before launch

**Result**: Ship faster with specialized expertise at every stage.

---

### Scenario 2: Marketing Campaign Launch

**Your Team**:
1. 📝 **Content Creator** - Develop campaign content
2. 🐦 **Twitter Engager** - Twitter strategy and execution
3. 📸 **Instagram Curator** - Visual content and stories
4. 🤝 **Reddit Community Builder** - Authentic community engagement
5. 📊 **Analytics Reporter** - Track and optimize performance

**Result**: Multi-channel coordinated campaign with platform-specific expertise.

---

### Scenario 3: Enterprise Feature Development

**Your Team**:
1. 👔 **Senior Project Manager** - Scope and task planning
2. 💎 **Senior Developer** - Complex implementation
3. 🎨 **UI Designer** - Design system and components
4. 🧪 **Experiment Tracker** - A/B test planning
5. 📸 **Evidence Collector** - Quality verification
6. 🔍 **Reality Checker** - Production readiness

**Result**: Enterprise-grade delivery with quality gates and documentation.

---

### Scenario 4: Paid Media Account Takeover

**Your Team**:

1. 📋 **Paid Media Auditor** - Comprehensive account assessment
2. 📡 **Tracking & Measurement Specialist** - Verify conversion tracking accuracy
3. 💰 **PPC Campaign Strategist** - Redesign account architecture
4. 🔍 **Search Query Analyst** - Clean up wasted spend from search terms
5. ✍️ **Ad Creative Strategist** - Refresh all ad copy and extensions
6. 📊 **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](examples/nexus-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.

**Result**: Comprehensive, cross-functional product blueprint produced in a single session. [More examples](examples/).

---

## 🤝 Contributing

We welcome contributions! Here's how you can help:

### Add a New Agent

1. Fork the repository
2. Create a new agent file in the appropriate category
3. 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
4. Submit a PR with your agent

### Improve Existing Agents

- 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](https://github.com/msitarzewski/agency-agents/discussions)!

---

## 📖 Agent Design Philosophy

Each agent is designed with:

1. **🎭 Strong Personality**: Not generic templates - real character and voice
2. **📋 Clear Deliverables**: Concrete outputs, not vague guidance
3. **✅ Success Metrics**: Measurable outcomes and quality standards
4. **🔄 Proven Workflows**: Step-by-step processes that work
5. **💡 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

### Unlike Prompt Libraries:
- ❌ One-off prompt collections
- ✅ Comprehensive agent systems with workflows and deliverables

### Unlike AI Tools:
- ❌ 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)

---

## 📊 Stats

- 🎭 **186 Specialized Agents** across 14 divisions
- 📝 **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.

### Supported Tools

- **[Claude Code](https://claude.ai/code)** — native `.md` agents, no conversion needed → `~/.claude/agents/`
- **[GitHub Copilot](https://github.com/copilot)** — native `.md` agents, no conversion needed → `~/.github/agents/` + `~/.copilot/agents/`
- **[Antigravity](https://github.com/google-gemini/antigravity)** — `SKILL.md` per agent → `~/.gemini/antigravity/skills/`
- **[Gemini CLI](https://github.com/google-gemini/gemini-cli)** — extension + `SKILL.md` files → `~/.gemini/extensions/agency-agents/`
- **[OpenCode](https://opencode.ai)** — `.md` agent files → `.opencode/agents/`
- **[Cursor](https://cursor.sh)** — `.mdc` rule files → `.cursor/rules/`
- **[Aider](https://aider.chat)** — single `CONVENTIONS.md` → `./CONVENTIONS.md`
- **[Windsurf](https://codeium.com/windsurf)** — single `.windsurfrules` → `./.windsurfrules`
- **[OpenClaw](https://github.com/openclaw/openclaw)** — `SOUL.md` + `AGENTS.md` + `IDENTITY.md` per agent
- **[Qwen Code](https://github.com/QwenLM/qwen-code)** — `.md` SubAgent files → `~/.qwen/agents/`
- **[Kimi Code](https://github.com/MoonshotAI/kimi-cli)** — YAML agent specs → `~/.config/kimi/agents/`

---

### ⚡ Quick Install

**Step 1 -- Generate integration files:**
```bash
./scripts/convert.sh
# Faster (parallel, output order may vary): ./scripts/convert.sh --parallel
```

**Step 2 -- Install (interactive, auto-detects your tools):**
```bash
./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 extension)
  [ ]  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)

[1-11] toggle   [a] all   [n] none   [d] detected
  [Enter] install   [q] quit
```

**Or install a specific tool directly:**
```bash
./scripts/install.sh --tool cursor
./scripts/install.sh --tool opencode
./scripts/install.sh --tool openclaw
./scripts/install.sh --tool antigravity
```

**Non-interactive (CI/scripts):**
```bash
./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`.

```bash
./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

<details>
<summary>Claude Code</summary>

Agents are copied directly from the repo into `~/.claude/agents/` -- no conversion needed.

```bash
./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](integrations/claude-code/README.md) for details.
</details>

<details>
<summary>GitHub Copilot</summary>

Agents are copied directly from the repo into `~/.github/agents/` and `~/.copilot/agents/` -- no conversion needed.

```bash
./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](integrations/github-copilot/README.md) for details.
</details>

<details>
<summary>Antigravity (Gemini)</summary>

Each agent becomes a skill in `~/.gemini/antigravity/skills/agency-<slug>/`.

```bash
./scripts/install.sh --tool antigravity
```

Activate in Gemini with Antigravity:
```
@agency-frontend-developer review this React component
```

See [integrations/antigravity/README.md](integrations/antigravity/README.md) for details.
</details>

<details>
<summary>Gemini CLI</summary>

Installs as a Gemini CLI extension with one skill per agent plus a manifest.
On a fresh clone, generate the Gemini extension files before running the installer.

```bash
./scripts/convert.sh --tool gemini-cli
./scripts/install.sh --tool gemini-cli
```

See [integrations/gemini-cli/README.md](integrations/gemini-cli/README.md) for details.
</details>

<details>
<summary>OpenCode</summary>

Agents are placed in `.opencode/agents/` in your project root (project-scoped).

```bash
cd /your/project
/path/to/agency-agents/scripts/install.sh --tool opencode
```

Or install globally:
```bash
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](integrations/opencode/README.md) for details.
</details>

<details>
<summary>Cursor</summary>

Each agent becomes a `.mdc` rule file in `.cursor/rules/` of your project.

```bash
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](integrations/cursor/README.md) for details.
</details>

<details>
<summary>Aider</summary>

All agents are compiled into a single `CONVENTIONS.md` file that Aider reads automatically.

```bash
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](integrations/aider/README.md) for details.
</details>

<details>
<summary>Windsurf</summary>

All agents are compiled into `.windsurfrules` in your project root.

```bash
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](integrations/windsurf/README.md) for details.
</details>

<details>
<summary>OpenClaw</summary>

Each agent becomes a workspace with `SOUL.md`, `AGENTS.md`, and `IDENTITY.md` in `~/.openclaw/agency-agents/`.

```bash
./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](integrations/openclaw/README.md) for details.

</details>

SubAgents are installed to `.qwen/agents/` in your project root (project-scoped).

```bash
# 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 `/agents` command in interactive mode

> 📚 [Qwen SubAgents Docs](https://qwenlm.github.io/qwen-code-docs/en/users/features/sub-agents/)

</details>

Agents are converted to Kimi Code CLI format (YAML + system prompt) and installed to `~/.config/kimi/agents/`.

```bash
# Convert and install
./scripts/convert.sh --tool kimi
./scripts/install.sh --tool kimi
```

**Usage with Kimi Code:**
```bash
# 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](integrations/kimi/README.md) for details.

</details>

---

### Regenerating After Changes

When you add new agents or edit existing ones, regenerate all integration files:

```bash
./scripts/convert.sh                    # regenerate all (serial)
./scripts/convert.sh --parallel         # regenerate all in parallel (faster)
./scripts/convert.sh --tool cursor      # regenerate just one tool
```

---

## 🗺️ Roadmap

- [ ] Interactive agent selector web tool
- [x] Multi-agent workflow examples -- see [examples/](examples/)
- [x] Multi-tool integration scripts (Claude Code, GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Qwen Code, Kimi Code)
- [ ] 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.

| Language | Maintainer | Link | Notes |
|----------|-----------|------|-------|
| 🇨🇳 简体中文 (zh-CN) | [@jnMetaCode](https://github.com/jnMetaCode) | [agency-agents-zh](https://github.com/jnMetaCode/agency-agents-zh) | 141 translated agents + 46 China-market originals |
| 🇨🇳 简体中文 (zh-CN) | [@dsclca12](https://github.com/dsclca12) | [agent-teams](https://github.com/dsclca12/agent-teams) | Independent translation with Bilibili, WeChat, Xiaohongshu localization |

Want to add a translation? Open an issue and we'll link it here.

---

## 🔗 Related Resources

- [awesome-openclaw-agents](https://github.com/mergisi/awesome-openclaw-agents) — Community-maintained OpenClaw agent collection (derived from this repo)

---

## 📜 License

MIT License - Use freely, commercially or personally. Attribution appreciated but not required.

---

## 🙏 Acknowledgments

What started as a Reddit thread about AI agent specialization has grown into something remarkable — **186 agents across 14 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.

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

- **GitHub Discussions**: [Share your success stories](https://github.com/msitarzewski/agency-agents/discussions)
- **Issues**: [Report bugs or request features](https://github.com/msitarzewski/agency-agents/issues)
- **Reddit**: Join the conversation on r/ClaudeAI
- **Twitter/X**: Share with #TheAgency

---

## 🚀 Get Started

1. **Browse** the agents above and find specialists for your needs
2. **Copy** the agents to `~/.claude/agents/` for Claude Code integration
3. **Activate** agents by referencing them in your Claude conversations
4. **Customize** agent personalities and workflows for your specific needs
5. **Share** your results and contribute back to the community

---

**🎭 The Agency: Your AI Dream Team Awaits 🎭**

[⭐ Star this repo](https://github.com/msitarzewski/agency-agents) • [🍴 Fork it](https://github.com/msitarzewski/agency-agents/fork) • [🐛 Report an issue](https://github.com/msitarzewski/agency-agents/issues) • [❤️ Sponsor](https://github.com/sponsors/msitarzewski)

Made with ❤️ by the community, for the community

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