architecture▌

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"Scope determines structure" - Where a component lives depends on its usage.

Build scalable, maintainable React components using modern patterns including functional components, hooks, composition, and TypeScript for type safety.

Implement proven backend architecture patterns for maintainable, testable, and scalable systems. \n \n Covers three core patterns: Clean Architecture (layered dependency inward), Hexagonal Architecture (ports and adapters), and Domain-Driven Design (bounded contexts, aggregates, value objects) \n Includes complete directory structures, code examples, and implementation patterns for Python backends using FastAPI, asyncpg, and similar frameworks \n Demonstrates practical separation of concerns: do

Master advanced WordPress development patterns including REST API endpoints, WP-CLI commands, performance optimization, and caching strategies for scalable WordPress applications.

Recommendation: Use TypedDict for most cases. Use Pydantic when you need validation or complex nested structures.

This skill provides guidance for quality focused software development and architecture. It is based on Clean Architecture and Domain Driven Design principles.

Mamba is a state-space model architecture achieving O(n) linear complexity for sequence modeling.

42 Clean Architecture rules organized by priority for designing maintainable, testable software systems. \n \n Covers 8 rule categories from dependency direction and entity design (critical) through testing architecture (low-medium), each with specific guidance and code examples \n Dependency rules enforce inward-pointing dependencies, interface ownership, and acyclic component graphs to prevent architectural decay \n Entity and use case rules isolate business logic from frameworks, persistence,

Systematically evaluate architecture decisions, document trade-offs, and select appropriate patterns for context. Provides frameworks for pattern selection, ADR creation, and technical debt management.