diff --git a/README.md b/README.md
index b4d159f..b7037b6 100644
--- a/README.md
+++ b/README.md
@@ -37,7 +37,6 @@ 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
@@ -71,203 +70,203 @@ 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 |
-| ---------------------------------------------------------------------------------------------------- | -------------------------------------------------------------- | ------------------------------------------------------------------------ |
-| ๐จ [Frontend Developer](engineering/engineering-frontend-developer.md) | React/Vue/Angular, UI implementation, performance | Modern web apps, pixel-perfect UIs, Core Web Vitals optimization |
-| ๐๏ธ [Backend Architect](engineering/engineering-backend-architect.md) | API design, database architecture, scalability | Server-side systems, microservices, cloud infrastructure |
-| ๐ฑ [Mobile App Builder](engineering/engineering-mobile-app-builder.md) | iOS/Android, React Native, Flutter | Native and cross-platform mobile applications |
-| ๐ค [AI Engineer](engineering/engineering-ai-engineer.md) | ML models, deployment, AI integration | Machine learning features, data pipelines, AI-powered apps |
-| ๐ [DevOps Automator](engineering/engineering-devops-automator.md) | CI/CD, infrastructure automation, cloud ops | Pipeline development, deployment automation, monitoring |
-| โก [Rapid Prototyper](engineering/engineering-rapid-prototyper.md) | Fast POC development, MVPs | Quick proof-of-concepts, hackathon projects, fast iteration |
-| ๐ [Senior Developer](engineering/engineering-senior-developer.md) | Laravel/Livewire, advanced patterns | Complex implementations, architecture decisions |
-| ๐ [Security Engineer](engineering/engineering-security-engineer.md) | Threat modeling, secure code review, security architecture | Application security, vulnerability assessment, security CI/CD |
-| โก [Autonomous Optimization Architect](engineering/engineering-autonomous-optimization-architect.md) | LLM routing, cost optimization, shadow testing | Autonomous systems needing intelligent API selection and cost guardrails |
-| ๐ฉ [Embedded Firmware Engineer](engineering/engineering-embedded-firmware-engineer.md) | Bare-metal, RTOS, ESP32/STM32/Nordic firmware | Production-grade embedded systems and IoT devices |
-| ๐จ [Incident Response Commander](engineering/engineering-incident-response-commander.md) | Incident management, post-mortems, on-call | Managing production incidents and building incident readiness |
-| โ๏ธ [Solidity Smart Contract Engineer](engineering/engineering-solidity-smart-contract-engineer.md) | EVM contracts, gas optimization, DeFi | Secure, gas-optimized smart contracts and DeFi protocols |
-| ๐ [Technical Writer](engineering/engineering-technical-writer.md) | Developer docs, API reference, tutorials | Clear, accurate technical documentation |
-| ๐ฏ [Threat Detection Engineer](engineering/engineering-threat-detection-engineer.md) | SIEM rules, threat hunting, ATT&CK mapping | Building detection layers and threat hunting |
-| ๐ฌ [WeChat Mini Program Developer](engineering/engineering-wechat-mini-program-developer.md) | WeChat ecosystem, Mini Programs, payment integration | Building performant apps for the WeChat ecosystem |
-| ๐๏ธ [Code Reviewer](engineering/engineering-code-reviewer.md) | Constructive code review, security, maintainability | PR reviews, code quality gates, mentoring through review |
-| ๐๏ธ [Database Optimizer](engineering/engineering-database-optimizer.md) | Schema design, query optimization, indexing strategies | PostgreSQL/MySQL tuning, slow query debugging, migration planning |
-| ๐ฟ [Git Workflow Master](engineering/engineering-git-workflow-master.md) | Branching strategies, conventional commits, advanced Git | Git workflow design, history cleanup, CI-friendly branch management |
-| ๐๏ธ [Software Architect](engineering/engineering-software-architect.md) | System design, DDD, architectural patterns, trade-off analysis | Architecture decisions, domain modeling, system evolution strategy |
-| ๐ก๏ธ [SRE](engineering/engineering-sre.md) | SLOs, error budgets, observability, chaos engineering | Production reliability, toil reduction, capacity planning |
-| ๐งฌ [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 |
-| ๐ง [Data Engineer](engineering/engineering-data-engineer.md) | Data pipelines, lakehouse architecture, ETL/ELT | Building reliable data infrastructure and warehousing |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐จ [Frontend Developer](engineering/engineering-frontend-developer.md) | React/Vue/Angular, UI implementation, performance | Modern web apps, pixel-perfect UIs, Core Web Vitals optimization |
+| ๐๏ธ [Backend Architect](engineering/engineering-backend-architect.md) | API design, database architecture, scalability | Server-side systems, microservices, cloud infrastructure |
+| ๐ฑ [Mobile App Builder](engineering/engineering-mobile-app-builder.md) | iOS/Android, React Native, Flutter | Native and cross-platform mobile applications |
+| ๐ค [AI Engineer](engineering/engineering-ai-engineer.md) | ML models, deployment, AI integration | Machine learning features, data pipelines, AI-powered apps |
+| ๐ [DevOps Automator](engineering/engineering-devops-automator.md) | CI/CD, infrastructure automation, cloud ops | Pipeline development, deployment automation, monitoring |
+| โก [Rapid Prototyper](engineering/engineering-rapid-prototyper.md) | Fast POC development, MVPs | Quick proof-of-concepts, hackathon projects, fast iteration |
+| ๐ [Senior Developer](engineering/engineering-senior-developer.md) | Laravel/Livewire, advanced patterns | Complex implementations, architecture decisions |
+| ๐ [Security Engineer](engineering/engineering-security-engineer.md) | Threat modeling, secure code review, security architecture | Application security, vulnerability assessment, security CI/CD |
+| โก [Autonomous Optimization Architect](engineering/engineering-autonomous-optimization-architect.md) | LLM routing, cost optimization, shadow testing | Autonomous systems needing intelligent API selection and cost guardrails |
+| ๐ฉ [Embedded Firmware Engineer](engineering/engineering-embedded-firmware-engineer.md) | Bare-metal, RTOS, ESP32/STM32/Nordic firmware | Production-grade embedded systems and IoT devices |
+| ๐จ [Incident Response Commander](engineering/engineering-incident-response-commander.md) | Incident management, post-mortems, on-call | Managing production incidents and building incident readiness |
+| โ๏ธ [Solidity Smart Contract Engineer](engineering/engineering-solidity-smart-contract-engineer.md) | EVM contracts, gas optimization, DeFi | Secure, gas-optimized smart contracts and DeFi protocols |
+| ๐ [Technical Writer](engineering/engineering-technical-writer.md) | Developer docs, API reference, tutorials | Clear, accurate technical documentation |
+| ๐ฏ [Threat Detection Engineer](engineering/engineering-threat-detection-engineer.md) | SIEM rules, threat hunting, ATT&CK mapping | Building detection layers and threat hunting |
+| ๐ฌ [WeChat Mini Program Developer](engineering/engineering-wechat-mini-program-developer.md) | WeChat ecosystem, Mini Programs, payment integration | Building performant apps for the WeChat ecosystem |
+| ๐๏ธ [Code Reviewer](engineering/engineering-code-reviewer.md) | Constructive code review, security, maintainability | PR reviews, code quality gates, mentoring through review |
+| ๐๏ธ [Database Optimizer](engineering/engineering-database-optimizer.md) | Schema design, query optimization, indexing strategies | PostgreSQL/MySQL tuning, slow query debugging, migration planning |
+| ๐ฟ [Git Workflow Master](engineering/engineering-git-workflow-master.md) | Branching strategies, conventional commits, advanced Git | Git workflow design, history cleanup, CI-friendly branch management |
+| ๐๏ธ [Software Architect](engineering/engineering-software-architect.md) | System design, DDD, architectural patterns, trade-off analysis | Architecture decisions, domain modeling, system evolution strategy |
+| ๐ก๏ธ [SRE](engineering/engineering-sre.md) | SLOs, error budgets, observability, chaos engineering | Production reliability, toil reduction, capacity planning |
+| ๐งฌ [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 |
+| ๐ง [Data Engineer](engineering/engineering-data-engineer.md) | Data pipelines, lakehouse architecture, ETL/ELT | Building reliable data infrastructure and warehousing |
+| ๐ [Feishu Integration Developer](engineering/engineering-feishu-integration-developer.md) | Feishu/Lark Open Platform, bots, workflows | Building integrations for the Feishu ecosystem |
### ๐จ Design Division
Making it beautiful, usable, and delightful.
-| Agent | Specialty | When to Use |
-| -------------------------------------------------------------------------------- | --------------------------------------------------- | -------------------------------------------------------------- |
-| ๐ฏ [UI Designer](design/design-ui-designer.md) | Visual design, component libraries, design systems | Interface creation, brand consistency, component design |
-| ๐ [UX Researcher](design/design-ux-researcher.md) | User testing, behavior analysis, research | Understanding users, usability testing, design insights |
-| ๐๏ธ [UX Architect](design/design-ux-architect.md) | Technical architecture, CSS systems, implementation | Developer-friendly foundations, implementation guidance |
-| ๐ญ [Brand Guardian](design/design-brand-guardian.md) | Brand identity, consistency, positioning | Brand strategy, identity development, guidelines |
-| ๐ [Visual Storyteller](design/design-visual-storyteller.md) | Visual narratives, multimedia content | Compelling visual stories, brand storytelling |
-| โจ [Whimsy Injector](design/design-whimsy-injector.md) | Personality, delight, playful interactions | Adding joy, micro-interactions, Easter eggs, brand personality |
-| ๐ท [Image Prompt Engineer](design/design-image-prompt-engineer.md) | AI image generation prompts, photography | Photography prompts for Midjourney, DALL-E, Stable Diffusion |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐ฏ [UI Designer](design/design-ui-designer.md) | Visual design, component libraries, design systems | Interface creation, brand consistency, component design |
+| ๐ [UX Researcher](design/design-ux-researcher.md) | User testing, behavior analysis, research | Understanding users, usability testing, design insights |
+| ๐๏ธ [UX Architect](design/design-ux-architect.md) | Technical architecture, CSS systems, implementation | Developer-friendly foundations, implementation guidance |
+| ๐ญ [Brand Guardian](design/design-brand-guardian.md) | Brand identity, consistency, positioning | Brand strategy, identity development, guidelines |
+| ๐ [Visual Storyteller](design/design-visual-storyteller.md) | Visual narratives, multimedia content | Compelling visual stories, brand storytelling |
+| โจ [Whimsy Injector](design/design-whimsy-injector.md) | Personality, delight, playful interactions | Adding joy, micro-interactions, Easter eggs, brand personality |
+| ๐ท [Image Prompt Engineer](design/design-image-prompt-engineer.md) | AI image generation prompts, photography | Photography prompts for Midjourney, DALL-E, Stable Diffusion |
+| ๐ [Inclusive Visuals Specialist](design/design-inclusive-visuals-specialist.md) | Representation, bias mitigation, authentic imagery | Generating culturally accurate AI images and video |
### ๐ฐ Paid Media Division
Turning ad spend into measurable business outcomes.
-| Agent | Specialty | When to Use |
-| ------------------------------------------------------------------------------------ | ---------------------------------------------------------- | -------------------------------------------------------------------- |
-| ๐ฐ [PPC Campaign Strategist](paid-media/paid-media-ppc-strategist.md) | Google/Microsoft/Amazon Ads, account architecture, bidding | Account buildouts, budget allocation, scaling, performance diagnosis |
-| ๐ [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 |
-| ๐ [Paid Media Auditor](paid-media/paid-media-auditor.md) | 200+ point account audits, competitive analysis | Account takeovers, quarterly reviews, competitive pitches |
-| ๐ก [Tracking & Measurement Specialist](paid-media/paid-media-tracking-specialist.md) | GTM, GA4, conversion tracking, CAPI | New implementations, tracking audits, platform migrations |
-| โ๏ธ [Ad Creative Strategist](paid-media/paid-media-creative-strategist.md) | RSA copy, Meta creative, Performance Max assets | Creative launches, testing programs, ad fatigue refreshes |
-| ๐บ [Programmatic & Display Buyer](paid-media/paid-media-programmatic-buyer.md) | GDN, DSPs, partner media, ABM display | Display planning, partner outreach, ABM programs |
-| ๐ฑ [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 |
+| --- | --- | --- |
+| ๐ฐ [PPC Campaign Strategist](paid-media/paid-media-ppc-strategist.md) | Google/Microsoft/Amazon Ads, account architecture, bidding | Account buildouts, budget allocation, scaling, performance diagnosis |
+| ๐ [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 |
+| ๐ [Paid Media Auditor](paid-media/paid-media-auditor.md) | 200+ point account audits, competitive analysis | Account takeovers, quarterly reviews, competitive pitches |
+| ๐ก [Tracking & Measurement Specialist](paid-media/paid-media-tracking-specialist.md) | GTM, GA4, conversion tracking, CAPI | New implementations, tracking audits, platform migrations |
+| โ๏ธ [Ad Creative Strategist](paid-media/paid-media-creative-strategist.md) | RSA copy, Meta creative, Performance Max assets | Creative launches, testing programs, ad fatigue refreshes |
+| ๐บ [Programmatic & Display Buyer](paid-media/paid-media-programmatic-buyer.md) | GDN, DSPs, partner media, ABM display | Display planning, partner outreach, ABM programs |
+| ๐ฑ [Paid Social Strategist](paid-media/paid-media-paid-social-strategist.md) | Meta, LinkedIn, TikTok, cross-platform social | Social ad programs, platform selection, audience strategy |
### ๐ผ Sales Division
Turning pipeline into revenue through craft, not CRM busywork.
-| Agent | Specialty | When to Use |
-| ------------------------------------------------------------ | ---------------------------------------------------------------- | ---------------------------------------------------------------------- |
-| ๐ฏ [Outbound Strategist](sales/sales-outbound-strategist.md) | Signal-based prospecting, multi-channel sequences, ICP targeting | Building pipeline through research-driven outreach, not volume |
-| ๐ [Discovery Coach](sales/sales-discovery-coach.md) | SPIN, Gap Selling, Sandler โ question design and call structure | Preparing for discovery calls, qualifying opportunities, coaching reps |
-| โ๏ธ [Deal Strategist](sales/sales-deal-strategist.md) | MEDDPICC qualification, competitive positioning, win planning | Scoring deals, exposing pipeline risk, building win strategies |
-| ๐ ๏ธ [Sales Engineer](sales/sales-engineer.md) | Technical demos, POC scoping, competitive battlecards | Pre-sales technical wins, demo prep, competitive positioning |
-| ๐น [Proposal Strategist](sales/sales-proposal-strategist.md) | RFP response, win themes, narrative structure | Writing proposals that persuade, not just comply |
-| ๐ [Pipeline Analyst](sales/sales-pipeline-analyst.md) | Forecasting, pipeline health, deal velocity, RevOps | Pipeline reviews, forecast accuracy, revenue operations |
-| ๐บ๏ธ [Account Strategist](sales/sales-account-strategist.md) | Land-and-expand, QBRs, stakeholder mapping | Post-sale expansion, account planning, NRR growth |
-| ๐๏ธ [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 |
+|-------|-----------|-------------|
+| ๐ฏ [Outbound Strategist](sales/sales-outbound-strategist.md) | Signal-based prospecting, multi-channel sequences, ICP targeting | Building pipeline through research-driven outreach, not volume |
+| ๐ [Discovery Coach](sales/sales-discovery-coach.md) | SPIN, Gap Selling, Sandler โ question design and call structure | Preparing for discovery calls, qualifying opportunities, coaching reps |
+| โ๏ธ [Deal Strategist](sales/sales-deal-strategist.md) | MEDDPICC qualification, competitive positioning, win planning | Scoring deals, exposing pipeline risk, building win strategies |
+| ๐ ๏ธ [Sales Engineer](sales/sales-engineer.md) | Technical demos, POC scoping, competitive battlecards | Pre-sales technical wins, demo prep, competitive positioning |
+| ๐น [Proposal Strategist](sales/sales-proposal-strategist.md) | RFP response, win themes, narrative structure | Writing proposals that persuade, not just comply |
+| ๐ [Pipeline Analyst](sales/sales-pipeline-analyst.md) | Forecasting, pipeline health, deal velocity, RevOps | Pipeline reviews, forecast accuracy, revenue operations |
+| ๐บ๏ธ [Account Strategist](sales/sales-account-strategist.md) | Land-and-expand, QBRs, stakeholder mapping | Post-sale expansion, account planning, NRR growth |
+| ๐๏ธ [Sales Coach](sales/sales-coach.md) | Rep development, call coaching, pipeline review facilitation | Making every rep and every deal better through structured coaching |
### ๐ข Marketing Division
Growing your audience, one authentic interaction at a time.
-| Agent | Specialty | When to Use |
-| -------------------------------------------------------------------------------------- | ----------------------------------------------------------- | --------------------------------------------------------------- |
-| ๐ [Growth Hacker](marketing/marketing-growth-hacker.md) | Rapid user acquisition, viral loops, experiments | Explosive growth, user acquisition, conversion optimization |
-| ๐ [Content Creator](marketing/marketing-content-creator.md) | Multi-platform content, editorial calendars | Content strategy, copywriting, brand storytelling |
-| ๐ฆ [Twitter Engager](marketing/marketing-twitter-engager.md) | Real-time engagement, thought leadership | Twitter strategy, LinkedIn campaigns, professional social |
-| ๐ฑ [TikTok Strategist](marketing/marketing-tiktok-strategist.md) | Viral content, algorithm optimization | TikTok growth, viral content, Gen Z/Millennial audience |
-| ๐ธ [Instagram Curator](marketing/marketing-instagram-curator.md) | Visual storytelling, community building | Instagram strategy, aesthetic development, visual content |
-| ๐ค [Reddit Community Builder](marketing/marketing-reddit-community-builder.md) | Authentic engagement, value-driven content | Reddit strategy, community trust, authentic marketing |
-| ๐ฑ [App Store Optimizer](marketing/marketing-app-store-optimizer.md) | ASO, conversion optimization, discoverability | App marketing, store optimization, app growth |
-| ๐ [Social Media Strategist](marketing/marketing-social-media-strategist.md) | Cross-platform strategy, campaigns | Overall social strategy, multi-platform campaigns |
-| ๐ [Xiaohongshu Specialist](marketing/marketing-xiaohongshu-specialist.md) | Lifestyle content, trend-driven strategy | Xiaohongshu growth, aesthetic storytelling, Gen Z audience |
-| ๐ฌ [WeChat Official Account Manager](marketing/marketing-wechat-official-account.md) | Subscriber engagement, content marketing | WeChat OA strategy, community building, conversion optimization |
-| ๐ง [Zhihu Strategist](marketing/marketing-zhihu-strategist.md) | Thought leadership, knowledge-driven engagement | Zhihu authority building, Q&A strategy, lead generation |
-| ๐จ๐ณ [Baidu SEO Specialist](marketing/marketing-baidu-seo-specialist.md) | Baidu optimization, China SEO, ICP compliance | Ranking in Baidu and reaching China's search market |
-| ๐ฌ [Bilibili Content Strategist](marketing/marketing-bilibili-content-strategist.md) | B็ซ algorithm, danmaku culture, UPไธป growth | Building audiences on Bilibili with community-first content |
-| ๐ [Carousel Growth Engine](marketing/marketing-carousel-growth-engine.md) | TikTok/Instagram carousels, autonomous publishing | Generating and publishing viral carousel content |
-| ๐ผ [LinkedIn Content Creator](marketing/marketing-linkedin-content-creator.md) | Personal branding, thought leadership, professional content | LinkedIn growth, professional audience building, B2B content |
-| ๐ [China E-Commerce Operator](marketing/marketing-china-ecommerce-operator.md) | Taobao, Tmall, Pinduoduo, live commerce | Running multi-platform e-commerce in China |
-| ๐ฅ [Kuaishou Strategist](marketing/marketing-kuaishou-strategist.md) | Kuaishou, ่้ community, grassroots growth | Building authentic audiences in lower-tier markets |
-| ๐ [SEO Specialist](marketing/marketing-seo-specialist.md) | Technical SEO, content strategy, link building | Driving sustainable organic search growth |
-| ๐ [Book Co-Author](marketing/marketing-book-co-author.md) | Thought-leadership books, ghostwriting, publishing | Strategic book collaboration for founders and experts |
-| ๐ [Cross-Border E-Commerce Specialist](marketing/marketing-cross-border-ecommerce.md) | Amazon, Shopee, Lazada, cross-border fulfillment | Full-funnel cross-border e-commerce strategy |
-| ๐ต [Douyin Strategist](marketing/marketing-douyin-strategist.md) | Douyin platform, short-video marketing, algorithm | Growing audiences on China's leading short-video platform |
-| ๐๏ธ [Livestream Commerce Coach](marketing/marketing-livestream-commerce-coach.md) | Host training, live room optimization, conversion | Building high-performing livestream e-commerce operations |
-| ๐ง [Podcast Strategist](marketing/marketing-podcast-strategist.md) | Podcast content strategy, platform optimization | Chinese podcast market strategy and operations |
-| ๐ [Private Domain Operator](marketing/marketing-private-domain-operator.md) | WeCom, private traffic, community operations | Building enterprise WeChat private domain ecosystems |
-| ๐ฌ [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 |
-| ๐ฅ [Weibo Strategist](marketing/marketing-weibo-strategist.md) | Sina Weibo, trending topics, fan engagement | Full-spectrum Weibo operations and growth |
+| Agent | Specialty | When to Use |
+|-------|-----------|-------------|
+| ๐ [Growth Hacker](marketing/marketing-growth-hacker.md) | Rapid user acquisition, viral loops, experiments | Explosive growth, user acquisition, conversion optimization |
+| ๐ [Content Creator](marketing/marketing-content-creator.md) | Multi-platform content, editorial calendars | Content strategy, copywriting, brand storytelling |
+| ๐ฆ [Twitter Engager](marketing/marketing-twitter-engager.md) | Real-time engagement, thought leadership | Twitter strategy, LinkedIn campaigns, professional social |
+| ๐ฑ [TikTok Strategist](marketing/marketing-tiktok-strategist.md) | Viral content, algorithm optimization | TikTok growth, viral content, Gen Z/Millennial audience |
+| ๐ธ [Instagram Curator](marketing/marketing-instagram-curator.md) | Visual storytelling, community building | Instagram strategy, aesthetic development, visual content |
+| ๐ค [Reddit Community Builder](marketing/marketing-reddit-community-builder.md) | Authentic engagement, value-driven content | Reddit strategy, community trust, authentic marketing |
+| ๐ฑ [App Store Optimizer](marketing/marketing-app-store-optimizer.md) | ASO, conversion optimization, discoverability | App marketing, store optimization, app growth |
+| ๐ [Social Media Strategist](marketing/marketing-social-media-strategist.md) | Cross-platform strategy, campaigns | Overall social strategy, multi-platform campaigns |
+| ๐ [Xiaohongshu Specialist](marketing/marketing-xiaohongshu-specialist.md) | Lifestyle content, trend-driven strategy | Xiaohongshu growth, aesthetic storytelling, Gen Z audience |
+| ๐ฌ [WeChat Official Account Manager](marketing/marketing-wechat-official-account.md) | Subscriber engagement, content marketing | WeChat OA strategy, community building, conversion optimization |
+| ๐ง [Zhihu Strategist](marketing/marketing-zhihu-strategist.md) | Thought leadership, knowledge-driven engagement | Zhihu authority building, Q&A strategy, lead generation |
+| ๐จ๐ณ [Baidu SEO Specialist](marketing/marketing-baidu-seo-specialist.md) | Baidu optimization, China SEO, ICP compliance | Ranking in Baidu and reaching China's search market |
+| ๐ฌ [Bilibili Content Strategist](marketing/marketing-bilibili-content-strategist.md) | B็ซ algorithm, danmaku culture, UPไธป growth | Building audiences on Bilibili with community-first content |
+| ๐ [Carousel Growth Engine](marketing/marketing-carousel-growth-engine.md) | TikTok/Instagram carousels, autonomous publishing | Generating and publishing viral carousel content |
+| ๐ผ [LinkedIn Content Creator](marketing/marketing-linkedin-content-creator.md) | Personal branding, thought leadership, professional content | LinkedIn growth, professional audience building, B2B content |
+| ๐ [China E-Commerce Operator](marketing/marketing-china-ecommerce-operator.md) | Taobao, Tmall, Pinduoduo, live commerce | Running multi-platform e-commerce in China |
+| ๐ฅ [Kuaishou Strategist](marketing/marketing-kuaishou-strategist.md) | Kuaishou, ่้ community, grassroots growth | Building authentic audiences in lower-tier markets |
+| ๐ [SEO Specialist](marketing/marketing-seo-specialist.md) | Technical SEO, content strategy, link building | Driving sustainable organic search growth |
+| ๐ [Book Co-Author](marketing/marketing-book-co-author.md) | Thought-leadership books, ghostwriting, publishing | Strategic book collaboration for founders and experts |
+| ๐ [Cross-Border E-Commerce Specialist](marketing/marketing-cross-border-ecommerce.md) | Amazon, Shopee, Lazada, cross-border fulfillment | Full-funnel cross-border e-commerce strategy |
+| ๐ต [Douyin Strategist](marketing/marketing-douyin-strategist.md) | Douyin platform, short-video marketing, algorithm | Growing audiences on China's leading short-video platform |
+| ๐๏ธ [Livestream Commerce Coach](marketing/marketing-livestream-commerce-coach.md) | Host training, live room optimization, conversion | Building high-performing livestream e-commerce operations |
+| ๐ง [Podcast Strategist](marketing/marketing-podcast-strategist.md) | Podcast content strategy, platform optimization | Chinese podcast market strategy and operations |
+| ๐ [Private Domain Operator](marketing/marketing-private-domain-operator.md) | WeCom, private traffic, community operations | Building enterprise WeChat private domain ecosystems |
+| ๐ฌ [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 |
+| ๐ฅ [Weibo Strategist](marketing/marketing-weibo-strategist.md) | Sina Weibo, trending topics, fan engagement | Full-spectrum Weibo operations and growth |
### ๐ Product Division
Building the right thing at the right time.
-| Agent | Specialty | When to Use |
-| ------------------------------------------------------------------------ | ----------------------------------------------- | ------------------------------------------------------------- |
-| ๐ฏ [Sprint Prioritizer](product/product-sprint-prioritizer.md) | Agile planning, feature prioritization | Sprint planning, resource allocation, backlog management |
-| ๐ [Trend Researcher](product/product-trend-researcher.md) | Market intelligence, competitive analysis | Market research, opportunity assessment, trend identification |
-| ๐ฌ [Feedback Synthesizer](product/product-feedback-synthesizer.md) | User feedback analysis, insights extraction | Feedback analysis, user insights, product priorities |
-| ๐ง [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 |
+|-------|-----------|-------------|
+| ๐ฏ [Sprint Prioritizer](product/product-sprint-prioritizer.md) | Agile planning, feature prioritization | Sprint planning, resource allocation, backlog management |
+| ๐ [Trend Researcher](product/product-trend-researcher.md) | Market intelligence, competitive analysis | Market research, opportunity assessment, trend identification |
+| ๐ฌ [Feedback Synthesizer](product/product-feedback-synthesizer.md) | User feedback analysis, insights extraction | Feedback analysis, user insights, product priorities |
+| ๐ง [Behavioral Nudge Engine](product/product-behavioral-nudge-engine.md) | Behavioral psychology, nudge design, engagement | Maximizing user motivation through behavioral science |
### ๐ฌ Project Management Division
Keeping the trains running on time (and under budget).
-| Agent | Specialty | When to Use |
-| ------------------------------------------------------------------------------------------ | -------------------------------------------------- | ----------------------------------------------------------------- |
-| ๐ฌ [Studio Producer](project-management/project-management-studio-producer.md) | High-level orchestration, portfolio management | Multi-project oversight, strategic alignment, resource allocation |
-| ๐ [Project Shepherd](project-management/project-management-project-shepherd.md) | Cross-functional coordination, timeline management | End-to-end project coordination, stakeholder management |
-| โ๏ธ [Studio Operations](project-management/project-management-studio-operations.md) | Day-to-day efficiency, process optimization | Operational excellence, team support, productivity |
-| ๐งช [Experiment Tracker](project-management/project-management-experiment-tracker.md) | A/B tests, hypothesis validation | Experiment management, data-driven decisions, testing |
-| ๐ [Senior Project Manager](project-management/project-manager-senior.md) | Realistic scoping, task conversion | Converting specs to tasks, scope management |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐ฌ [Studio Producer](project-management/project-management-studio-producer.md) | High-level orchestration, portfolio management | Multi-project oversight, strategic alignment, resource allocation |
+| ๐ [Project Shepherd](project-management/project-management-project-shepherd.md) | Cross-functional coordination, timeline management | End-to-end project coordination, stakeholder management |
+| โ๏ธ [Studio Operations](project-management/project-management-studio-operations.md) | Day-to-day efficiency, process optimization | Operational excellence, team support, productivity |
+| ๐งช [Experiment Tracker](project-management/project-management-experiment-tracker.md) | A/B tests, hypothesis validation | Experiment management, data-driven decisions, testing |
+| ๐ [Senior Project Manager](project-management/project-manager-senior.md) | Realistic scoping, task conversion | Converting specs to tasks, scope management |
+| ๐ [Jira Workflow Steward](project-management/project-management-jira-workflow-steward.md) | Git workflow, branch strategy, traceability | Enforcing Jira-linked Git discipline and delivery |
### ๐งช Testing Division
Breaking things so users don't have to.
-| Agent | Specialty | When to Use |
-| ------------------------------------------------------------------------ | ------------------------------------------- | ------------------------------------------------------------------------------ |
-| ๐ธ [Evidence Collector](testing/testing-evidence-collector.md) | Screenshot-based QA, visual proof | UI testing, visual verification, bug documentation |
-| ๐ [Reality Checker](testing/testing-reality-checker.md) | Evidence-based certification, quality gates | Production readiness, quality approval, release certification |
-| ๐ [Test Results Analyzer](testing/testing-test-results-analyzer.md) | Test evaluation, metrics analysis | Test output analysis, quality insights, coverage reporting |
-| โก [Performance Benchmarker](testing/testing-performance-benchmarker.md) | Performance testing, optimization | Speed testing, load testing, performance tuning |
-| ๐ [API Tester](testing/testing-api-tester.md) | API validation, integration testing | API testing, endpoint verification, integration QA |
-| ๐ ๏ธ [Tool Evaluator](testing/testing-tool-evaluator.md) | Technology assessment, tool selection | Evaluating tools, software recommendations, tech decisions |
-| ๐ [Workflow Optimizer](testing/testing-workflow-optimizer.md) | Process analysis, workflow improvement | Process optimization, efficiency gains, automation opportunities |
-| โฟ [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 |
+|-------|-----------|-------------|
+| ๐ธ [Evidence Collector](testing/testing-evidence-collector.md) | Screenshot-based QA, visual proof | UI testing, visual verification, bug documentation |
+| ๐ [Reality Checker](testing/testing-reality-checker.md) | Evidence-based certification, quality gates | Production readiness, quality approval, release certification |
+| ๐ [Test Results Analyzer](testing/testing-test-results-analyzer.md) | Test evaluation, metrics analysis | Test output analysis, quality insights, coverage reporting |
+| โก [Performance Benchmarker](testing/testing-performance-benchmarker.md) | Performance testing, optimization | Speed testing, load testing, performance tuning |
+| ๐ [API Tester](testing/testing-api-tester.md) | API validation, integration testing | API testing, endpoint verification, integration QA |
+| ๐ ๏ธ [Tool Evaluator](testing/testing-tool-evaluator.md) | Technology assessment, tool selection | Evaluating tools, software recommendations, tech decisions |
+| ๐ [Workflow Optimizer](testing/testing-workflow-optimizer.md) | Process analysis, workflow improvement | Process optimization, efficiency gains, automation opportunities |
+| โฟ [Accessibility Auditor](testing/testing-accessibility-auditor.md) | WCAG auditing, assistive technology testing | Accessibility compliance, screen reader testing, inclusive design verification |
### ๐ Support Division
The backbone of the operation.
-| Agent | Specialty | When to Use |
-| -------------------------------------------------------------------------------- | -------------------------------------------- | -------------------------------------------------------------- |
-| ๐ฌ [Support Responder](support/support-support-responder.md) | Customer service, issue resolution | Customer support, user experience, support operations |
-| ๐ [Analytics Reporter](support/support-analytics-reporter.md) | Data analysis, dashboards, insights | Business intelligence, KPI tracking, data visualization |
-| ๐ฐ [Finance Tracker](support/support-finance-tracker.md) | Financial planning, budget management | Financial analysis, cash flow, business performance |
-| ๐๏ธ [Infrastructure Maintainer](support/support-infrastructure-maintainer.md) | System reliability, performance optimization | Infrastructure management, system operations, monitoring |
-| โ๏ธ [Legal Compliance Checker](support/support-legal-compliance-checker.md) | Compliance, regulations, legal review | Legal compliance, regulatory requirements, risk management |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐ฌ [Support Responder](support/support-support-responder.md) | Customer service, issue resolution | Customer support, user experience, support operations |
+| ๐ [Analytics Reporter](support/support-analytics-reporter.md) | Data analysis, dashboards, insights | Business intelligence, KPI tracking, data visualization |
+| ๐ฐ [Finance Tracker](support/support-finance-tracker.md) | Financial planning, budget management | Financial analysis, cash flow, business performance |
+| ๐๏ธ [Infrastructure Maintainer](support/support-infrastructure-maintainer.md) | System reliability, performance optimization | Infrastructure management, system operations, monitoring |
+| โ๏ธ [Legal Compliance Checker](support/support-legal-compliance-checker.md) | Compliance, regulations, legal review | Legal compliance, regulatory requirements, risk management |
+| ๐ [Executive Summary Generator](support/support-executive-summary-generator.md) | C-suite communication, strategic summaries | Executive reporting, strategic communication, decision support |
### ๐ฅฝ Spatial Computing Division
Building the immersive future.
-| Agent | Specialty | When to Use |
-| ---------------------------------------------------------------------------------------------- | ----------------------------------------- | ----------------------------------------------------- |
-| ๐๏ธ [XR Interface Architect](spatial-computing/xr-interface-architect.md) | Spatial interaction design, immersive UX | AR/VR/XR interface design, spatial computing UX |
-| ๐ป [macOS Spatial/Metal Engineer](spatial-computing/macos-spatial-metal-engineer.md) | Swift, Metal, high-performance 3D | macOS spatial computing, Vision Pro native apps |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐๏ธ [XR Interface Architect](spatial-computing/xr-interface-architect.md) | Spatial interaction design, immersive UX | AR/VR/XR interface design, spatial computing UX |
+| ๐ป [macOS Spatial/Metal Engineer](spatial-computing/macos-spatial-metal-engineer.md) | Swift, Metal, high-performance 3D | macOS spatial computing, Vision Pro native apps |
+| ๐ [XR Immersive Developer](spatial-computing/xr-immersive-developer.md) | WebXR, browser-based AR/VR | Browser-based immersive experiences, WebXR apps |
| ๐ฎ [XR Cockpit Interaction Specialist](spatial-computing/xr-cockpit-interaction-specialist.md) | Cockpit-based controls, immersive systems | Cockpit control systems, immersive control interfaces |
-| ๐ [visionOS Spatial Engineer](spatial-computing/visionos-spatial-engineer.md) | Apple Vision Pro development | Vision Pro apps, spatial computing experiences |
-| ๐ [Terminal Integration Specialist](spatial-computing/terminal-integration-specialist.md) | Terminal integration, command-line tools | CLI tools, terminal workflows, developer tools |
+| ๐ [visionOS Spatial Engineer](spatial-computing/visionos-spatial-engineer.md) | Apple Vision Pro development | Vision Pro apps, spatial computing experiences |
+| ๐ [Terminal Integration Specialist](spatial-computing/terminal-integration-specialist.md) | Terminal integration, command-line tools | CLI tools, terminal workflows, developer tools |
### ๐ฏ Specialized Division
The unique specialists who don't fit in a box.
-| Agent | Specialty | When to Use |
-| -------------------------------------------------------------------------------------------------- | -------------------------------------------------- | ----------------------------------------------------------------------- |
-| ๐ญ [Agents Orchestrator](specialized/agents-orchestrator.md) | Multi-agent coordination, workflow management | Complex projects requiring multiple agent coordination |
-| ๐ [LSP/Index Engineer](specialized/lsp-index-engineer.md) | Language Server Protocol, code intelligence | Code intelligence systems, LSP implementation, semantic indexing |
-| ๐ฅ [Sales Data Extraction Agent](specialized/sales-data-extraction-agent.md) | Excel monitoring, sales metric extraction | Sales data ingestion, MTD/YTD/Year End metrics |
-| ๐ [Data Consolidation Agent](specialized/data-consolidation-agent.md) | Sales data aggregation, dashboard reports | Territory summaries, rep performance, pipeline snapshots |
-| ๐ฌ [Report Distribution Agent](specialized/report-distribution-agent.md) | Automated report delivery | Territory-based report distribution, scheduled sends |
-| ๐ [Agentic Identity & Trust Architect](specialized/agentic-identity-trust.md) | Agent identity, authentication, trust verification | Multi-agent identity systems, agent authorization, audit trails |
-| ๐ [Identity Graph Operator](specialized/identity-graph-operator.md) | Shared identity resolution for multi-agent systems | Entity deduplication, merge proposals, cross-agent identity consistency |
-| ๐ธ [Accounts Payable Agent](specialized/accounts-payable-agent.md) | Payment processing, vendor management, audit | Autonomous payment execution across crypto, fiat, stablecoins |
-| ๐ก๏ธ [Blockchain Security Auditor](specialized/blockchain-security-auditor.md) | Smart contract audits, exploit analysis | Finding vulnerabilities in contracts before deployment |
-| ๐ [Compliance Auditor](specialized/compliance-auditor.md) | SOC 2, ISO 27001, HIPAA, PCI-DSS | Guiding organizations through compliance certification |
-| ๐ [Cultural Intelligence Strategist](specialized/specialized-cultural-intelligence-strategist.md) | Global UX, representation, cultural exclusion | Ensuring software resonates across cultures |
-| ๐ฃ๏ธ [Developer Advocate](specialized/specialized-developer-advocate.md) | Community building, DX, developer content | Bridging product and developer community |
-| ๐ฌ [Model QA Specialist](specialized/specialized-model-qa.md) | ML audits, feature analysis, interpretability | End-to-end QA for machine learning models |
-| ๐๏ธ [ZK Steward](specialized/zk-steward.md) | Knowledge management, Zettelkasten, notes | Building connected, validated knowledge bases |
-| ๐ [MCP Builder](specialized/specialized-mcp-builder.md) | Model Context Protocol servers, AI agent tooling | Building MCP servers that extend AI agent capabilities |
-| ๐ [Document Generator](specialized/specialized-document-generator.md) | PDF, PPTX, DOCX, XLSX generation from code | Professional document creation, reports, data visualization |
-| โ๏ธ [Automation Governance Architect](specialized/automation-governance-architect.md) | Automation governance, n8n, workflow auditing | Evaluating and governing business automations at scale |
-| ๐ [Corporate Training Designer](specialized/corporate-training-designer.md) | Enterprise training, curriculum development | Designing training systems and learning programs |
-| ๐๏ธ [Government Digital Presales Consultant](specialized/government-digital-presales-consultant.md) | China ToG presales, digital transformation | Government digital transformation proposals and bids |
-| โ๏ธ [Healthcare Marketing Compliance](specialized/healthcare-marketing-compliance.md) | China healthcare advertising compliance | Healthcare marketing regulatory compliance |
-| ๐ฏ [Recruitment Specialist](specialized/recruitment-specialist.md) | Talent acquisition, recruiting operations | Recruitment strategy, sourcing, and hiring processes |
-| ๐ [Study Abroad Advisor](specialized/study-abroad-advisor.md) | International education, application planning | Study abroad planning across US, UK, Canada, Australia |
-| ๐ [Supply Chain Strategist](specialized/supply-chain-strategist.md) | Supply chain management, procurement strategy | Supply chain optimization and procurement planning |
+| Agent | Specialty | When to Use |
+|-------|-----------|-------------|
+| ๐ญ [Agents Orchestrator](specialized/agents-orchestrator.md) | Multi-agent coordination, workflow management | Complex projects requiring multiple agent coordination |
+| ๐ [LSP/Index Engineer](specialized/lsp-index-engineer.md) | Language Server Protocol, code intelligence | Code intelligence systems, LSP implementation, semantic indexing |
+| ๐ฅ [Sales Data Extraction Agent](specialized/sales-data-extraction-agent.md) | Excel monitoring, sales metric extraction | Sales data ingestion, MTD/YTD/Year End metrics |
+| ๐ [Data Consolidation Agent](specialized/data-consolidation-agent.md) | Sales data aggregation, dashboard reports | Territory summaries, rep performance, pipeline snapshots |
+| ๐ฌ [Report Distribution Agent](specialized/report-distribution-agent.md) | Automated report delivery | Territory-based report distribution, scheduled sends |
+| ๐ [Agentic Identity & Trust Architect](specialized/agentic-identity-trust.md) | Agent identity, authentication, trust verification | Multi-agent identity systems, agent authorization, audit trails |
+| ๐ [Identity Graph Operator](specialized/identity-graph-operator.md) | Shared identity resolution for multi-agent systems | Entity deduplication, merge proposals, cross-agent identity consistency |
+| ๐ธ [Accounts Payable Agent](specialized/accounts-payable-agent.md) | Payment processing, vendor management, audit | Autonomous payment execution across crypto, fiat, stablecoins |
+| ๐ก๏ธ [Blockchain Security Auditor](specialized/blockchain-security-auditor.md) | Smart contract audits, exploit analysis | Finding vulnerabilities in contracts before deployment |
+| ๐ [Compliance Auditor](specialized/compliance-auditor.md) | SOC 2, ISO 27001, HIPAA, PCI-DSS | Guiding organizations through compliance certification |
+| ๐ [Cultural Intelligence Strategist](specialized/specialized-cultural-intelligence-strategist.md) | Global UX, representation, cultural exclusion | Ensuring software resonates across cultures |
+| ๐ฃ๏ธ [Developer Advocate](specialized/specialized-developer-advocate.md) | Community building, DX, developer content | Bridging product and developer community |
+| ๐ฌ [Model QA Specialist](specialized/specialized-model-qa.md) | ML audits, feature analysis, interpretability | End-to-end QA for machine learning models |
+| ๐๏ธ [ZK Steward](specialized/zk-steward.md) | Knowledge management, Zettelkasten, notes | Building connected, validated knowledge bases |
+| ๐ [MCP Builder](specialized/specialized-mcp-builder.md) | Model Context Protocol servers, AI agent tooling | Building MCP servers that extend AI agent capabilities |
+| ๐ [Document Generator](specialized/specialized-document-generator.md) | PDF, PPTX, DOCX, XLSX generation from code | Professional document creation, reports, data visualization |
+| โ๏ธ [Automation Governance Architect](specialized/automation-governance-architect.md) | Automation governance, n8n, workflow auditing | Evaluating and governing business automations at scale |
+| ๐ [Corporate Training Designer](specialized/corporate-training-designer.md) | Enterprise training, curriculum development | Designing training systems and learning programs |
+| ๐๏ธ [Government Digital Presales Consultant](specialized/government-digital-presales-consultant.md) | China ToG presales, digital transformation | Government digital transformation proposals and bids |
+| โ๏ธ [Healthcare Marketing Compliance](specialized/healthcare-marketing-compliance.md) | China healthcare advertising compliance | Healthcare marketing regulatory compliance |
+| ๐ฏ [Recruitment Specialist](specialized/recruitment-specialist.md) | Talent acquisition, recruiting operations | Recruitment strategy, sourcing, and hiring processes |
+| ๐ [Study Abroad Advisor](specialized/study-abroad-advisor.md) | International education, application planning | Study abroad planning across US, UK, Canada, Australia |
+| ๐ [Supply Chain Strategist](specialized/supply-chain-strategist.md) | Supply chain management, procurement strategy | Supply chain optimization and procurement planning |
### ๐ฎ Game Development Division
@@ -275,47 +274,47 @@ Building worlds, systems, and experiences across every major engine.
#### Cross-Engine Agents (Engine-Agnostic)
-| Agent | Specialty | When to Use |
-| ----------------------------------------------------------------- | ------------------------------------------------------------------- | -------------------------------------------------------------------------------- |
-| ๐ฏ [Game Designer](game-development/game-designer.md) | Systems design, GDD authorship, economy balancing, gameplay loops | Designing game mechanics, progression systems, writing design documents |
-| ๐บ๏ธ [Level Designer](game-development/level-designer.md) | Layout theory, pacing, encounter design, environmental storytelling | Building levels, designing encounter flow, spatial narrative |
-| ๐จ [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 |
-| ๐ [Game Audio Engineer](game-development/game-audio-engineer.md) | FMOD/Wwise, adaptive music, spatial audio, audio budgets | Interactive audio systems, dynamic music, audio performance |
-| ๐ [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 |
+|-------|-----------|-------------|
+| ๐ฏ [Game Designer](game-development/game-designer.md) | Systems design, GDD authorship, economy balancing, gameplay loops | Designing game mechanics, progression systems, writing design documents |
+| ๐บ๏ธ [Level Designer](game-development/level-designer.md) | Layout theory, pacing, encounter design, environmental storytelling | Building levels, designing encounter flow, spatial narrative |
+| ๐จ [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 |
+| ๐ [Game Audio Engineer](game-development/game-audio-engineer.md) | FMOD/Wwise, adaptive music, spatial audio, audio budgets | Interactive audio systems, dynamic music, audio performance |
+| ๐ [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 |
-| --------------------------------------------------------------------------------------- | ------------------------------------------------------------------------ | --------------------------------------------------------------------------- |
-| ๐๏ธ [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 |
-| โจ [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 |
-| ๐ [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 |
-| ๐ ๏ธ [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 |
+|-------|-----------|-------------|
+| ๐๏ธ [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 |
+| โจ [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 |
+| ๐ [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 |
+| ๐ ๏ธ [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 |
-| ------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------- | -------------------------------------------------------------------------- |
-| โ๏ธ [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++ |
-| ๐จ [Unreal Technical Artist](game-development/unreal-engine/unreal-technical-artist.md) | Material Editor, Niagara, PCG, Substrate | Unreal materials, Niagara VFX, procedural content generation |
-| ๐ [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 |
-| ๐บ๏ธ [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 |
+|-------|-----------|-------------|
+| โ๏ธ [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++ |
+| ๐จ [Unreal Technical Artist](game-development/unreal-engine/unreal-technical-artist.md) | Material Editor, Niagara, PCG, Substrate | Unreal materials, Niagara VFX, procedural content generation |
+| ๐ [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 |
+| ๐บ๏ธ [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 |
-| ------------------------------------------------------------------------------------- | ----------------------------------------------------- | ------------------------------------------------------------------------- |
-| ๐ [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 |
-| ๐ [Godot Multiplayer Engineer](game-development/godot/godot-multiplayer-engineer.md) | MultiplayerAPI, ENet/WebRTC, RPCs, authority model | Online Godot games, scene replication, server-authoritative Godot |
-| โจ [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 |
+|-------|-----------|-------------|
+| ๐ [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 |
+| ๐ [Godot Multiplayer Engineer](game-development/godot/godot-multiplayer-engineer.md) | MultiplayerAPI, ENet/WebRTC, RPCs, authority model | Online Godot games, scene replication, server-authoritative Godot |
+| โจ [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 |
-| --------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------- |
-| โ๏ธ [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 |
-| ๐ฏ [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 |
-| ๐ [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 |
+|-------|-----------|-------------|
+| โ๏ธ [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 |
+| ๐ฏ [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 |
+| ๐ [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 |
---
@@ -324,7 +323,6 @@ Building worlds, systems, and experiences across every major engine.
### Scenario 1: Building a Startup MVP
**Your Team**:
-
1. ๐จ **Frontend Developer** - Build the React app
2. ๐๏ธ **Backend Architect** - Design the API and database
3. ๐ **Growth Hacker** - Plan user acquisition
@@ -338,7 +336,6 @@ Building worlds, systems, and experiences across every major engine.
### Scenario 2: Marketing Campaign Launch
**Your Team**:
-
1. ๐ **Content Creator** - Develop campaign content
2. ๐ฆ **Twitter Engager** - Twitter strategy and execution
3. ๐ธ **Instagram Curator** - Visual content and stories
@@ -352,7 +349,6 @@ Building worlds, systems, and experiences across every major engine.
### Scenario 3: Enterprise Feature Development
**Your Team**:
-
1. ๐ **Senior Project Manager** - Scope and task planning
2. ๐ **Senior Developer** - Complex implementation
3. ๐จ **UI Designer** - Design system and components
@@ -435,17 +431,14 @@ Each agent is designed with:
## ๐ What Makes This Special?
### Unlike Generic AI Prompts:
-
- โ Generic "Act as a developer" prompts
- โ
Deep specialization with personality and process
### Unlike Prompt Libraries:
-
- โ One-off prompt collections
- โ
Comprehensive agent systems with workflows and deliverables
### Unlike AI Tools:
-
- โ Black box tools you can't customize
- โ
Transparent, forkable, adaptable agent personalities
@@ -503,13 +496,11 @@ The Agency works natively with Claude Code, and ships conversion + install scrip
### โก Quick Install
**Step 1 -- Generate integration files:**
-
```bash
./scripts/convert.sh
```
**Step 2 -- Install (interactive, auto-detects your tools):**
-
```bash
./scripts/install.sh
```
@@ -539,7 +530,6 @@ 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
@@ -548,7 +538,6 @@ 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
```
@@ -567,13 +556,11 @@ 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.
-
@@ -586,13 +573,11 @@ Agents are copied directly from the repo into `~/.github/agents/` and `~/.copilo
```
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.
-
@@ -605,13 +590,11 @@ Each agent becomes a skill in `~/.gemini/antigravity/skills/agency-/`.
```
Activate in Gemini with Antigravity:
-
```
@agency-frontend-developer review this React component
```
See [integrations/antigravity/README.md](integrations/antigravity/README.md) for details.
-
@@ -626,7 +609,6 @@ 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.
-
@@ -640,20 +622,17 @@ 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.
-
@@ -667,13 +646,11 @@ 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.
-
@@ -687,13 +664,11 @@ 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.
-
@@ -707,13 +682,11 @@ 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.
-
@@ -744,7 +717,6 @@ 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
@@ -782,10 +754,10 @@ 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 |
-| ------------------- | -------------------------------------------- | ------------------------------------------------------------------ | ----------------------------------------------------------------------- |
-| ๐จ๐ณ ็ฎไฝไธญๆ (zh-CN) | [@jnMetaCode](https://github.com/jnMetaCode) | [agency-agents-zh](https://github.com/jnMetaCode/agency-agents-zh) | 100 translated agents + 9 China-market originals |
-| ๐จ๐ณ ็ฎไฝไธญๆ (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 |
+|----------|-----------|------|-------|
+| ๐จ๐ณ ็ฎไฝไธญๆ (zh-CN) | [@jnMetaCode](https://github.com/jnMetaCode) | [agency-agents-zh](https://github.com/jnMetaCode/agency-agents-zh) | 100 translated agents + 9 China-market originals |
+| ๐จ๐ณ ็ฎไฝไธญๆ (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.