Use when designing prompts for LLMs, optimizing model performance, building evaluation frameworks, or implementing...
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Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke...
Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke...
Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invoke for strict...
Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for...
Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke for...
Use when building NestJS applications requiring modular architecture, dependency injection, or TypeScript backend...
Use when setting up monitoring systems, logging, metrics, tracing, or alerting. Invoke for dashboards,...
Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature...
Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns. Invoke for...
Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for...
Use when modernizing legacy systems, implementing incremental migration strategies, or reducing technical debt....
Use when building Laravel 10+ applications requiring Eloquent ORM, API resources, or queue systems. Invoke for...
Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or...
Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose....
Use when building JavaScript applications with modern ES2023+ features, async patterns, or Node.js development....
Use when building enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke...
Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for...
Use when building Go applications requiring concurrent programming, microservices architecture, or high-performance...
Use when building game systems, implementing Unity/Unreal features, or optimizing game performance. Invoke for...
Use when implementing features across frontend and backend, building APIs with UI, or creating end-to-end data...
Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc...
Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for...
Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition,...