go-patternsGo language patterns for 2026 — concurrency with errgroup, error wrapping, HTTP servers, gRPC, database access, testing, and CLI with Cobra
Install via ClawdBot CLI:
clawdbot install msruruguay/go-patternsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://api.example.com/dataAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Develop scalable microservices using Go patterns for HTTP servers with Chi router, gRPC services, and context-based cancellation to handle distributed systems. This scenario covers graceful shutdowns and error wrapping for robust production deployments in cloud environments.
Implement high-performance database access with pgx for PostgreSQL, leveraging concurrency patterns like errgroup and worker pools to process large datasets efficiently. This includes preventing goroutine leaks and using pprof for performance profiling in data analytics platforms.
Build command-line interfaces with Cobra for automation and deployment tasks, integrating table-driven testing and mocking with interfaces to ensure reliability. This scenario focuses on standard project layouts and error handling for tools used in continuous integration pipelines.
Design an API gateway using Go patterns for HTTP routing with Chi, context propagation for I/O operations, and concurrency management with errgroup to handle high-throughput requests. This includes graceful shutdowns and structured logging for e-commerce or IoT platforms.
Offer a Go-based backend service as a subscription, leveraging patterns for scalable HTTP servers and database access to support multiple tenants. Revenue is generated through monthly or annual fees based on usage tiers and feature access.
Provide consulting services to help clients implement Go patterns for their projects, such as building microservices or optimizing performance with pprof. Revenue comes from hourly rates or fixed-price contracts for development and training.
Release Go pattern libraries as open source to build community adoption, then monetize through enterprise support, premium features, or custom integrations. Revenue streams include support contracts and licensing for advanced modules.
💬 Integration Tip
Integrate this skill by adopting the standard project layout and using context cancellation in all I/O operations to improve reliability and performance in existing Go codebases.
Scored Apr 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.