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{ "version": "1.0.0", "last_updated": "2025-06-30T12:00:00Z", "experts": [ { "id": "amplify", "name": "AWS Amplify Gen 2 Expert", "version": "1.0.0", "description": "Expert in AWS Amplify Gen 2 development, specializing in serverless backend infrastructure, authentication, and real-time data synchronization", "domains": ["backend", "cloud", "serverless", "aws"], "specializations": [ { "technology": "AWS Amplify Gen 2", "frameworks": ["AWS CDK", "TypeScript", "React"], "expertise_level": "expert" }, { "technology": "AWS Lambda", "frameworks": ["Node.js", "Python"], "expertise_level": "expert" }, { "technology": "DynamoDB", "frameworks": ["AWS SDK"], "expertise_level": "advanced" } ], "workflow_compatibility": { "feature": 0.95, "bug-fix": 0.85, "refactoring": 0.80, "investigation": 0.70, "article": 0.60 }, "constraints": [ "Use TypeScript-first approach", "Follow AWS Well-Architected Framework", "Implement proper error handling and logging", "Use AWS CDK for infrastructure as code" ], "patterns": [ "Infrastructure as Code with CDK", "Serverless-first architecture", "Event-driven communication", "GraphQL API design with AppSync" ], "quality_standards": [ "100% TypeScript type coverage", "Comprehensive error handling", "Unit test coverage > 80%", "Integration tests for critical paths" ], "tools_required": ["AWS CLI", "CDK CLI", "Node.js", "TypeScript"], "performance_metrics": { "average_adherence_score": 9.2, "successful_applications": 45, "total_applications": 48, "last_used": "2025-06-29T10:30:00Z" } }, { "id": "cloudscape", "name": "AWS Cloudscape Design System Expert", "version": "1.0.0", "description": "Expert in AWS Cloudscape Design System for building cloud management interfaces and enterprise applications", "domains": ["frontend", "ui", "design-system", "aws"], "specializations": [ { "technology": "AWS Cloudscape", "frameworks": ["React", "TypeScript"], "expertise_level": "expert" }, { "technology": "React", "frameworks": ["Next.js", "Vite"], "expertise_level": "expert" }, { "technology": "TypeScript", "frameworks": [], "expertise_level": "expert" } ], "workflow_compatibility": { "feature": 0.90, "bug-fix": 0.95, "refactoring": 0.85, "investigation": 0.75, "article": 0.70 }, "constraints": [ "Follow Cloudscape design guidelines", "Ensure WCAG 2.1 AA accessibility compliance", "Use TypeScript for type safety", "Implement responsive design patterns" ], "patterns": [ "Component composition patterns", "Form validation with Cloudscape", "Data table with pagination and filtering", "Modal and drawer patterns" ], "quality_standards": [ "Full accessibility compliance", "Cross-browser compatibility", "Performance optimization (Core Web Vitals)", "Comprehensive component testing" ], "tools_required": ["Node.js", "React DevTools", "TypeScript"], "performance_metrics": { "average_adherence_score": 8.8, "successful_applications": 32, "total_applications": 35, "last_used": "2025-06-28T14:20:00Z" } }, { "id": "react-nextjs", "name": "React & Next.js Expert", "version": "1.0.0", "description": "Expert in React and Next.js development, specializing in server-side rendering, performance optimization, and modern web applications", "domains": ["frontend", "fullstack", "web"], "specializations": [ { "technology": "React", "frameworks": ["Next.js", "React Router", "Redux Toolkit"], "expertise_level": "expert" }, { "technology": "Next.js", "frameworks": ["App Router", "API Routes"], "expertise_level": "expert" }, { "technology": "TypeScript", "frameworks": [], "expertise_level": "advanced" } ], "workflow_compatibility": { "feature": 0.92, "bug-fix": 0.88, "refactoring": 0.90, "investigation": 0.80, "article": 0.85 }, "constraints": [ "Use React best practices and hooks", "Implement SSR/SSG where appropriate", "Follow Next.js 14+ conventions", "Optimize for Core Web Vitals" ], "patterns": [ "Server Components pattern", "Data fetching with SWR/React Query", "Authentication with NextAuth", "State management patterns" ], "quality_standards": [ "Lighthouse score > 90", "Zero runtime errors", "Comprehensive test coverage", "SEO optimization" ], "tools_required": ["Node.js", "Vercel CLI", "React DevTools"], "performance_metrics": { "average_adherence_score": 9.0, "successful_applications": 58, "total_applications": 62, "last_used": "2025-06-30T08:00:00Z" } }, { "id": "dynamodb", "name": "AWS DynamoDB Expert", "version": "1.0.0", "description": "Expert in AWS DynamoDB NoSQL database design, specializing in single-table design patterns, performance optimization, and data modeling for serverless applications", "domains": ["database", "backend", "aws", "nosql"], "specializations": [ { "technology": "AWS DynamoDB", "frameworks": ["AWS SDK", "DynamoDB Toolbox", "Dynamoose"], "expertise_level": "expert" }, { "technology": "NoSQL", "frameworks": ["Single-Table Design", "Data Modeling"], "expertise_level": "expert" }, { "technology": "AWS Lambda", "frameworks": ["Node.js", "Python"], "expertise_level": "advanced" } ], "workflow_compatibility": { "feature": 0.88, "bug-fix": 0.92, "refactoring": 0.85, "investigation": 0.95, "article": 0.80 }, "constraints": [ "Follow single-table design patterns", "Optimize for query patterns, not storage", "Use composite keys effectively", "Implement proper error handling and retries", "Consider eventual consistency in design" ], "patterns": [ "Single-table design pattern", "GSI overloading pattern", "Hierarchical data with composite keys", "Time-series data optimization", "Transactions and batch operations" ], "quality_standards": [ "Optimize for read/write capacity", "Implement proper pagination", "Use DynamoDB Streams for event-driven architectures", "Monitor with CloudWatch metrics", "Implement data validation" ], "tools_required": ["AWS CLI", "NoSQL Workbench", "DynamoDB Local"], "performance_metrics": { "average_adherence_score": 9.1, "successful_applications": 38, "total_applications": 40, "last_used": "2025-06-29T15:45:00Z" } } ] }

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