go-core
Go language fundamentals, concurrency, error handling, and project patterns.
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
Go language fundamentals, concurrency, error handling, and project patterns.
Improve reliability via timeouts, retries, circuit breakers, degradation, and fault isolation. Use when failures, timeouts, or dependency flakiness impact users.
CSS architecture for vanilla CSS - organization, design tokens, responsive patterns
Best practices for implementing Clean Architecture in Remix/TypeScript apps. Covers Service Layer, Repository Pattern, and Dependency Injection.
Creating checkpoints for session recovery and context management
React Best Practices, Server Components, Anti-Waterfall
Task delegation patterns for multi-agent systems - hierarchical, parallel, and reactive delegation.
eliminates server-side waterfalls
Master Test Architect & Quality Advisor. Use when defining test strategies, selecting frameworks (Web/API/Mobile/Hybrid), or establishing quality methodologies (EvDD/TDD/BDD). Provides architectural guidance ra...
Standards for managing local, global, and server state.
Architecture principles for module boundaries, design patterns, and migration strategies
Standards for organizing code by feature at the root level to improve scalability and maintainability.
Best practices and conventions for creating and maintaining Airflow DAGs, including task naming, flow patterns, and error handling.
Parallel task execution through dependency-based wave grouping
Implement consumer-driven contracts and compatibility.
Guidelines for establishing and maintaining a standardized, intuitive, and automated repository environment to minimize technical debt and ensure long-term maintainability.
reduces iterations
Backend Architect and Staff Engineer designing secure, scalable, modular systems with strong data modeling and observability.
MCP (Model Context Protocol) server development
System for recording Architectural Decision Records (ADRs) to persist context.
Defines observable system behavior independent of implementation details. Use before refactoring, migrating, or rewriting legacy systems.
Animation and micro-interaction patterns for web interfaces. Use when adding transitions, animations, hover effects, loading states, or any motion to UI components.
Choose and implement the right concurrency model in Java (thread pools vs virtual threads), including throughput/latency trade-offs, blocking I/O, backpressure, cancellation, and measurement. Use when tuning th...
enables early returns
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