Add new roles for sales engineer, scrum master, UX researcher, error coordinator, knowledge synthesizer, and performance monitor with detailed descriptions, tools, workflows, and best practices for each role.

README.md

@@ -1,6 +1,6 @@
 <img width="1500" height="500" alt="Group 32" src="https://github.com/user-attachments/assets/286b21c6-7dd5-453a-9360-677151939f4a" />
 
-# Awesome Claude Code Subagents 🤖
+# Awesome Claude Code Subagents 
 
 The most comprehensive reference repository for production-ready Claude Code subagents. This collection features battle-tested subagent definitions following best practices and industry standards, continuously updated and maintained by the [VoltAgent](https://github.com/voltagent/voltagent) open-source AI agent framework maintainers.
 
@@ -48,74 +48,90 @@ Language-specific experts with deep framework knowledge.
 ### [03. Infrastructure](categories/03-infrastructure/)
 DevOps, cloud, and deployment specialists.
 
-- **devops-engineer** - CI/CD and automation expert
-- **cloud-architect** - AWS/GCP/Azure specialist
-- **kubernetes-expert** - Container orchestration master
-- **terraform-specialist** - Infrastructure as Code expert
-- **monitoring-engineer** - Observability specialist
+- [**devops-engineer**](categories/03-infrastructure/devops-engineer.md) - CI/CD and automation expert
+- [**cloud-architect**](categories/03-infrastructure/cloud-architect.md) - AWS/GCP/Azure specialist
+- [**kubernetes-expert**](categories/03-infrastructure/kubernetes-expert.md) - Container orchestration master
+- [**terraform-specialist**](categories/03-infrastructure/terraform-specialist.md) - Infrastructure as Code expert
+- [**monitoring-engineer**](categories/03-infrastructure/monitoring-engineer.md) - Observability specialist
+- [**network-architect**](categories/03-infrastructure/network-architect.md) - Network infrastructure specialist
+- [**database-administrator**](categories/03-infrastructure/database-administrator.md) - Database management expert
+- [**site-reliability-engineer**](categories/03-infrastructure/site-reliability-engineer.md) - SRE and uptime specialist
 
 ### [04. Quality & Security](categories/04-quality-security/)
 Testing, security, and code quality experts.
 
-- **qa-expert** - Test automation specialist
-- **security-auditor** - Security vulnerability expert
-- **code-reviewer** - Code quality guardian
-- **performance-engineer** - Performance optimization expert
-- **accessibility-specialist** - A11y compliance expert
+- [**qa-expert**](categories/04-quality-security/qa-expert.md) - Test automation specialist
+- [**security-auditor**](categories/04-quality-security/security-auditor.md) - Security vulnerability expert
+- [**code-reviewer**](categories/04-quality-security/code-reviewer.md) - Code quality guardian
+- [**performance-engineer**](categories/04-quality-security/performance-engineer.md) - Performance optimization expert
+- [**accessibility-specialist**](categories/04-quality-security/accessibility-specialist.md) - A11y compliance expert
+- [**penetration-tester**](categories/04-quality-security/penetration-tester.md) - Ethical hacking specialist
+- [**compliance-officer**](categories/04-quality-security/compliance-officer.md) - Regulatory compliance expert
 
 ### [05. Data & AI](categories/05-data-ai/)
 Data engineering, ML, and AI specialists.
 
-- **data-engineer** - Data pipeline architect
-- **ml-engineer** - Machine learning specialist
-- **ai-researcher** - AI/LLM integration expert
-- **data-scientist** - Analytics and insights expert
-- **database-optimizer** - Database performance specialist
+- [**data-engineer**](categories/05-data-ai/data-engineer.md) - Data pipeline architect
+- [**ml-engineer**](categories/05-data-ai/ml-engineer.md) - Machine learning specialist
+- [**ai-engineer**](categories/05-data-ai/ai-engineer.md) - AI system design and deployment expert
+- [**data-scientist**](categories/05-data-ai/data-scientist.md) - Analytics and insights expert
+- [**database-optimizer**](categories/05-data-ai/database-optimizer.md) - Database performance specialist
+- [**llm-engineer**](categories/05-data-ai/llm-engineer.md) - Large language model specialist
+- [**computer-vision-engineer**](categories/05-data-ai/computer-vision-engineer.md) - Image and video AI expert
+- [**nlp-engineer**](categories/05-data-ai/nlp-engineer.md) - Natural language processing expert
+- [**data-analyst**](categories/05-data-ai/data-analyst.md) - Data insights and visualization specialist
 
 ### [06. Developer Experience](categories/06-developer-experience/)
 Tooling and developer productivity experts.
 
-- **refactoring-expert** - Code modernization specialist
-- **documentation-writer** - Technical documentation expert
-- **cli-developer** - Command-line tool creator
-- **dx-engineer** - Developer experience optimizer
-- **build-tool-expert** - Build system specialist
+- [**refactoring-expert**](categories/06-developer-experience/refactoring-expert.md) - Code modernization specialist
+- [**documentation-writer**](categories/06-developer-experience/documentation-writer.md) - Technical documentation expert
+- [**cli-developer**](categories/06-developer-experience/cli-developer.md) - Command-line tool creator
+- [**dependency-manager**](categories/06-developer-experience/dependency-manager.md) - Package and dependency specialist
+- [**build-tool-expert**](categories/06-developer-experience/build-tool-expert.md) - Build system specialist
+- [**deployment-specialist**](categories/06-developer-experience/deployment-specialist.md) - Deployment automation expert
 
 ### [07. Specialized Domains](categories/07-specialized-domains/)
 Domain-specific technology experts.
 
-- **payment-integration** - Payment systems expert
-- **blockchain-developer** - Web3 and crypto specialist
-- **iot-engineer** - IoT systems developer
-- **game-developer** - Game development expert
-- **ar-vr-developer** - AR/VR specialist
+- [**payment-integration**](categories/07-specialized-domains/payment-integration.md) - Payment systems expert
+- [**blockchain-developer**](categories/07-specialized-domains/blockchain-developer.md) - Web3 and crypto specialist
+- [**iot-engineer**](categories/07-specialized-domains/iot-engineer.md) - IoT systems developer
+- [**game-developer**](categories/07-specialized-domains/game-developer.md) - Game development expert
+- [**ar-vr-developer**](categories/07-specialized-domains/ar-vr-developer.md) - AR/VR specialist
+- [**embedded-systems-engineer**](categories/07-specialized-domains/embedded-systems-engineer.md) - Embedded and real-time systems
+- [**robotics-engineer**](categories/07-specialized-domains/robotics-engineer.md) - Robotics and automation expert
+- [**audio-engineer**](categories/07-specialized-domains/audio-engineer.md) - Audio processing specialist
+- [**video-streaming-engineer**](categories/07-specialized-domains/video-streaming-engineer.md) - Video streaming and delivery expert
 
 ### [08. Business & Product](categories/08-business-product/)
 Product management and business analysis.
 
-- **product-manager** - Product strategy expert
-- **business-analyst** - Requirements specialist
-- **ux-researcher** - User research expert
-- **growth-engineer** - Growth optimization specialist
-- **analytics-engineer** - Business metrics expert
+- [**product-manager**](categories/08-business-product/product-manager.md) - Product strategy expert
+- [**business-analyst**](categories/08-business-product/business-analyst.md) - Requirements specialist
+- [**ux-researcher**](categories/08-business-product/ux-researcher.md) - User research expert
+- [**growth-engineer**](categories/08-business-product/growth-engineer.md) - Growth optimization specialist
+- [**analytics-engineer**](categories/08-business-product/analytics-engineer.md) - Business metrics expert
+- [**marketing-technologist**](categories/08-business-product/marketing-technologist.md) - Marketing automation specialist
 
 ### [09. Meta & Orchestration](categories/09-meta-orchestration/)
 Agent coordination and meta-programming.
 
-- **agent-organizer** - Multi-agent coordinator
-- **context-manager** - Context optimization expert
-- **task-planner** - Complex task orchestrator
-- **workflow-designer** - Process automation expert
-- **agent-developer** - Subagent creation specialist
+- [**agent-organizer**](categories/09-meta-orchestration/agent-organizer.md) - Multi-agent coordinator
+- [**context-manager**](categories/09-meta-orchestration/context-manager.md) - Context optimization expert
+- [**task-planner**](categories/09-meta-orchestration/task-planner.md) - Complex task orchestrator
+- [**workflow-designer**](categories/09-meta-orchestration/workflow-designer.md) - Process automation expert
+- [**agent-developer**](categories/09-meta-orchestration/agent-developer.md) - Subagent creation specialist
 
 ### [10. Research & Analysis](categories/10-research-analysis/)
 Research, search, and analysis specialists.
 
-- **code-searcher** - Codebase exploration expert
-- **bug-hunter** - Bug detection specialist
-- **dependency-analyzer** - Dependency management expert
-- **tech-researcher** - Technology research specialist
-- **legacy-modernizer** - Legacy code expert
+- [**research-analyst**](categories/10-research-analysis/research-analyst.md) - Comprehensive research specialist
+- [**search-specialist**](categories/10-research-analysis/search-specialist.md) - Advanced information retrieval expert
+- [**trend-analyst**](categories/10-research-analysis/trend-analyst.md) - Emerging trends and forecasting expert
+- [**competitive-analyst**](categories/10-research-analysis/competitive-analyst.md) - Competitive intelligence specialist
+- [**market-researcher**](categories/10-research-analysis/market-researcher.md) - Market analysis and consumer insights
+- [**data-researcher**](categories/10-research-analysis/data-researcher.md) - Data discovery and analysis expert
 
 ## 🤖 Understanding Subagents