Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index...
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Use when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for...
Use when setting up CI/CD pipelines, containerizing applications, or managing infrastructure as code. Invoke for...
Use when building Django web applications or REST APIs with Django REST Framework. Invoke for Django models, ORM...
Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke...
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption....
Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke for async SQLAlchemy, JWT...
Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition,...
Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for...
Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc...
Use when implementing features across frontend and backend, building APIs with UI, or creating end-to-end data...
Use when building game systems, implementing Unity/Unreal features, or optimizing game performance. Invoke for...
Use when building Go applications requiring concurrent programming, microservices architecture, or high-performance...
Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for...
Use when building enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke...
Use when building JavaScript applications with modern ES2023+ features, async patterns, or Node.js development....
Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose....
Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or...
Use when building Laravel 10+ applications requiring Eloquent ORM, API resources, or queue systems. Invoke for...
Use when modernizing legacy systems, implementing incremental migration strategies, or reducing technical debt....
Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for...
Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns. Invoke for...
Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature...
Use when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards,...