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Copilot agents need to be copied to ~/.copilot/agents in order to show up as usable agents in github copilot

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@ -37,6 +37,7 @@ cp -r agency-agents/* ~/.claude/agents/
### Option 2: Use as Reference
Each agent file contains:
- Identity & personality traits
- Core mission & workflows
- Technical deliverables with code examples
@ -70,203 +71,203 @@ See the [Multi-Tool Integrations](#-multi-tool-integrations) section below for f
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 |
| 🔒 [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 |
| 📚 [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 |
| 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 |
| 🔒 [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 |
| 📚 [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 |
### 🎨 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 |
| 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 |
| 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 |
| 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 |
### 📢 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 |
| 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 |
### 📊 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 |
| 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 |
### 🎬 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 🍎 [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 |
| 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 |
### 🎮 Game Development Division
@ -274,47 +275,47 @@ 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 |
| 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 |
| 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 |
| 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 |
| 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 |
#### 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 |
| 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 |
---
@ -323,6 +324,7 @@ Building worlds, systems, and experiences across every major engine.
### 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
@ -336,6 +338,7 @@ Building worlds, systems, and experiences across every major engine.
### 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
@ -349,6 +352,7 @@ Building worlds, systems, and experiences across every major engine.
### 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
@ -431,14 +435,17 @@ Each agent is designed with:
## 🎁 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
@ -481,7 +488,7 @@ The Agency works natively with Claude Code, and ships conversion + install scrip
### 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/`
- **[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/`
@ -496,11 +503,13 @@ The Agency works natively with Claude Code, and ships conversion + install scrip
### ⚡ Quick Install
**Step 1 -- Generate integration files:**
```bash
./scripts/convert.sh
```
**Step 2 -- Install (interactive, auto-detects your tools):**
```bash
./scripts/install.sh
```
@ -515,7 +524,7 @@ The installer scans your system for installed tools, shows a checkbox UI, and le
System scan: [*] = detected on this machine
[x] 1) [*] Claude Code (claude.ai/code)
[x] 2) [*] Copilot (~/.github/agents)
[x] 2) [*] Copilot (~/.github + ~/.copilot)
[x] 3) [*] Antigravity (~/.gemini/antigravity)
[ ] 4) [ ] Gemini CLI (gemini extension)
[ ] 5) [ ] OpenCode (opencode.ai)
@ -530,6 +539,7 @@ The installer scans your system for installed tools, shows a checkbox UI, and le
```
**Or install a specific tool directly:**
```bash
./scripts/install.sh --tool cursor
./scripts/install.sh --tool opencode
@ -538,6 +548,7 @@ The installer scans your system for installed tools, shows a checkbox UI, and le
```
**Non-interactive (CI/scripts):**
```bash
./scripts/install.sh --no-interactive --tool all
```
@ -556,28 +567,32 @@ Agents are copied directly from the repo into `~/.claude/agents/` -- no conversi
```
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><strong>GitHub Copilot</strong></summary>
Agents are copied directly from the repo into `~/.github/agents/` -- no conversion needed.
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>
@ -590,11 +605,13 @@ Each agent becomes a skill in `~/.gemini/antigravity/skills/agency-<slug>/`.
```
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>
@ -609,6 +626,7 @@ On a fresh clone, generate the Gemini extension files before running the install
```
See [integrations/gemini-cli/README.md](integrations/gemini-cli/README.md) for details.
</details>
<details>
@ -622,17 +640,20 @@ cd /your/project
```
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>
@ -646,11 +667,13 @@ cd /your/project
```
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>
@ -664,11 +687,13 @@ cd /your/project
```
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>
@ -682,11 +707,13 @@ cd /your/project
```
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>
@ -717,6 +744,7 @@ cd /your/project
```
**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
@ -754,10 +782,10 @@ When you add new agents or edit existing ones, regenerate all integration files:
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) | 100 translated agents + 9 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 |
| 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) | 100 translated agents + 9 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.

2
integrations/README.md
View File

@ -64,7 +64,7 @@ See [claude-code/README.md](claude-code/README.md) for details.
## GitHub Copilot
The Agency also works natively with GitHub Copilot. Agents can be copied
directly into `~/.github/agents/` without conversion.
directly into `~/.github/agents/` and `~/.copilot/agents/` without conversion.
```bash
./scripts/install.sh --tool copilot

3
integrations/github-copilot/README.md
View File

@ -6,11 +6,12 @@ agents use the existing `.md` + YAML frontmatter format.
## Install
```bash
# Copy all agents to your GitHub Copilot agents directory
# Copy all agents to your GitHub Copilot agents directories
./scripts/install.sh --tool copilot
# Or manually copy a category
cp engineering/*.md ~/.github/agents/
cp engineering/*.md ~/.copilot/agents/
```
## Activate an Agent

17
scripts/install.sh
View File

@ -11,7 +11,7 @@
#
# Tools:
# claude-code -- Copy agents to ~/.claude/agents/
# copilot -- Copy agents to ~/.github/agents/
# copilot -- Copy agents to ~/.github/agents/ and ~/.copilot/agents/
# antigravity -- Copy skills to ~/.gemini/antigravity/skills/
# gemini-cli -- Install extension to ~/.gemini/extensions/agency-agents/
# opencode -- Copy agents to .opencode/agent/ in current directory
@ -109,7 +109,7 @@ check_integrations() {
# Tool detection
# ---------------------------------------------------------------------------
detect_claude_code() { [[ -d "${HOME}/.claude" ]]; }
detect_copilot() { command -v code >/dev/null 2>&1 || [[ -d "${HOME}/.github" ]]; }
detect_copilot() { command -v code >/dev/null 2>&1 || [[ -d "${HOME}/.github" || -d "${HOME}/.copilot" ]]; }
detect_antigravity() { [[ -d "${HOME}/.gemini/antigravity/skills" ]]; }
detect_gemini_cli() { command -v gemini >/dev/null 2>&1 || [[ -d "${HOME}/.gemini" ]]; }
detect_cursor() { command -v cursor >/dev/null 2>&1 || [[ -d "${HOME}/.cursor" ]]; }
@ -139,7 +139,7 @@ is_detected() {
tool_label() {
case "$1" in
claude-code) printf "%-14s %s" "Claude Code" "(claude.ai/code)" ;;
copilot) printf "%-14s %s" "Copilot" "(~/.github/agents)" ;;
copilot) printf "%-14s %s" "Copilot" "(~/.github + ~/.copilot)" ;;
antigravity) printf "%-14s %s" "Antigravity" "(~/.gemini/antigravity)" ;;
gemini-cli) printf "%-14s %s" "Gemini CLI" "(gemini extension)" ;;
opencode) printf "%-14s %s" "OpenCode" "(opencode.ai)" ;;
@ -288,9 +288,10 @@ install_claude_code() {
}
install_copilot() {
local dest="${HOME}/.github/agents"
local dest_github="${HOME}/.github/agents"
local dest_copilot="${HOME}/.copilot/agents"
local count=0
mkdir -p "$dest"
mkdir -p "$dest_github" "$dest_copilot"
local dir f first_line
for dir in design engineering game-development marketing paid-media sales product project-management \
testing support spatial-computing specialized; do
@ -298,11 +299,13 @@ install_copilot() {
while IFS= read -r -d '' f; do
first_line="$(head -1 "$f")"
[[ "$first_line" == "---" ]] || continue
cp "$f" "$dest/"
cp "$f" "$dest_github/"
cp "$f" "$dest_copilot/"
(( count++ )) || true
done < <(find "$REPO_ROOT/$dir" -name "*.md" -type f -print0)
done
ok "Copilot: $count agents -> $dest"
ok "Copilot: $count agents -> $dest_github"
ok "Copilot: $count agents -> $dest_copilot"
}
install_antigravity() {