architect▌

Angular 17+ standalone components, signals, NgRx state management, and enterprise application architecture. \n \n Generates standalone components with OnPush change detection, signals for reactive state, and computed properties; includes RxJS subscription management with takeUntilDestroyed \n Configures NgRx store with actions, reducers, selectors, and effects; verifies store hydration and action flow via Redux DevTools \n Implements advanced routing with lazy loading, guards, and resolvers for

You are an expert .NET backend architect with deep knowledge of C#, ASP.NET Core, and enterprise application patterns.

Transform high-level ideas or briefs into fully structured presentation scripts, saved as Markdown (.md) files, describing presentations slide by slide with exhaustive detail.

Expert guidance for designing scalable APIs, microservices, and distributed backend systems. \n \n Covers API design patterns (REST, GraphQL, gRPC, WebSockets), service boundaries using domain-driven design, and inter-service communication strategies (synchronous and asynchronous) \n Includes resilience patterns (circuit breakers, retries, timeouts), observability architecture (logging, metrics, distributed tracing), and security patterns (OAuth, JWT, RBAC, rate limiting) \n Provides event-drive

Enterprise Java specialist for Spring Boot 3.x, microservices, and cloud-native development. \n \n Covers Spring Boot 3.x architecture, WebFlux reactive endpoints, Spring Data JPA optimization, and Spring Security with OAuth2/JWT configuration \n Enforces Java 21 LTS features, DDD/Clean Architecture principles, and comprehensive test coverage (85%+ target) with Maven/Gradle verification workflows \n Includes domain modeling, service layer design, repository patterns, and REST endpoint implementa

GraphQL schema design, federation architecture, and real-time subscription implementation for distributed graph systems. \n \n Covers schema-first design with Apollo Federation 2.5+, including entity resolution, subgraph composition, and federation directives \n Provides resolver patterns with DataLoader for N+1 prevention, batching, and caching across distributed architectures \n Includes query complexity analysis, depth limiting, and field-level security to prevent abuse before deployment \n S

Production-grade RAG system design covering chunking, embeddings, vector stores, hybrid search, reranking, and retrieval evaluation. \n \n Guides five core workflow steps: requirements analysis, vector store design, chunking strategy, retrieval pipeline configuration, and quality evaluation with checkpoints \n Supports multiple vector databases (Pinecone, Weaviate, Chroma, pgvector, Qdrant) with schema design, indexing, and sharding strategies \n Implements hybrid search combining dense vector r

Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup, build optimization, or scaling development workflows across teams.

Comprehensive architecture design and analysis toolkit for modern full-stack systems across multiple tech stacks. \n \n Three core automation scripts: architecture diagram generator, project architect analyzer, and dependency analyzer for evaluating system design and technical decisions \n Supports React, Next.js, React Native, Flutter, Node.js, Express, GraphQL, Go, Python, Swift, Kotlin, PostgreSQL, and major cloud platforms \n Includes reference documentation covering architecture patterns, s

Design and build autonomous AI agents with controlled autonomy, tool integration, and multi-agent orchestration. \n \n Covers six core capabilities: agent architecture design, tool and function calling, memory systems, planning strategies, multi-agent orchestration, and evaluation/debugging \n Provides three execution patterns: ReAct loops for step-by-step reasoning, Plan-and-Execute for task decomposition, and dynamic Tool Registry for managing available functions \n Identifies critical sharp e