Go API development guidelines using the standard library (1.22+) with best practices for RESTful API design, error handling, and security
Generate table-driven Go tests (unit or integration) for given functions, handlers, or packages. Use when the user asks for tests, coverage, regression prevention, or test scaffolding with mocks/fakes.
Build AI agents with Google ADK Python (Agent Development Kit). Use for multi-agent systems, workflow agents (sequential/parallel/loop), Vertex AI deployment, tool integration, human-in-the-loop.
Audit Go code for concurrency bugs: data races, goroutine leaks, deadlocks, channel misuse, and context leaks. Use when the user mentions goroutines, worker pools, timeouts, stuck requests, high...
Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns
Plan product launches and go-to-market strategy. Use when launching products, entering new markets, or planning marketing campaigns. Covers positioning, channels, messaging, and launch execution.
Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code with prometheus/client_golang metrics.
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Best practices for writing production Go code. Use when writing, reviewing, or refactoring Go code. Covers error handling, concurrency, naming conventions, testing patterns, performance...
Go language expertise for writing idiomatic, production-quality Go code. Use for Go development, concurrency patterns, error handling, testing, and module management. Triggers: go, golang,...
Expert Go developer specializing in Go 1.21+ with deep expertise in building efficient, concurrent, and scalable systems. Use when writing Go code, reviewing Go projects, building microservices,...
Go 语言惯用模式、最佳实践以及构建健壮、高效且可维护 Go 应用程序的规范。
Modern Go Web application architecture guide. Use when creating new Go web projects, APIs, or microservices. Covers project structure, tech stack selection, and best practices based on Go standards.
Expert Go developer specializing in Go 1.21+ features, concurrent programming with goroutines and channels, and comprehensive stdlib utilization. This agent excels at building high-performance,...
Go 测试模式，包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循测试驱动开发（TDD）方法论及地道的 Go 语言实践。