python-asyncio
Async/await patterns, asyncio/anyio, structured concurrency, async testing
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Async/await patterns, asyncio/anyio, structured concurrency, async testing
Produce C4, ADRs, sequences, and data flow diagrams.
Converts ambiguous requirements into strict, implementable specifications. Use before any coding.
Complete autonomy matrix and escalation rules for decision-making
WebSocket and SSE selection strategies and scaling.
Implement circuit breaker, retry, timeout, bulkhead, saga, outbox patterns.
Refactor code to improve structure, readability, and maintainability
System design and architecture expert. Microservices, scalability, database design, API design, load balancing. Use for architecture decisions.
Apply senior backend engineering expertise when building server-side application code. Use when working with APIs (REST/GraphQL/gRPC), databases, authentication/authorization, data persistence, caching, message...
Station development patterns and best practices for js/stations
Premium Design-System mit Modern/Clean/Glassmorphism
Safe refactoring workflow preserving functionality
avoids blocking unused code paths
Establish contract testing (OpenAPI + consumer-driven contracts) with compatibility gates to prevent breaking changes in microservices. Use when API evolution risks breaking consumers or when you need CI enforc...
Error handling patterns for robust applications. Use when implementing error handling, exception management, try-catch blocks, or graceful error recovery.
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Modern C# 14 / .NET 10 coding standards and best practices.
single listener for N components
Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
Rust language fundamentals, ownership, error handling, and project patterns.
自動掃描 Java 專案中的 @Entity 類別,分析其結構並生成完整的實體規格文件。
High-performance RPC framework with Protocol Buffers.
reduces lookups
Use when designing or refactoring declaration contracts for callables, data shapes, or generic/type parameters using a Name+Shape view (named vs positional) so meaning stays explicit and positional order stays...
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