goWrite reliable Go code avoiding goroutine leaks, interface traps, and common concurrency bugs.
Install via ClawdBot CLI:
clawdbot install ivangdavila/goGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
Develop a low-latency trading platform using Go's concurrency features like goroutines and channels to process real-time market data and execute trades. This scenario requires careful handling of goroutine leaks and channel synchronization to ensure system reliability and avoid deadlocks under heavy load.
Build scalable microservices for an e-commerce platform, leveraging Go's efficient error handling and interface system to manage product catalogs, user authentication, and payment processing. This involves avoiding interface traps and ensuring robust error propagation across distributed services.
Create a dashboard that aggregates and visualizes streaming data from IoT devices, using Go's slices and maps for in-memory data processing. This scenario focuses on preventing memory leaks from goroutines and optimizing slice and map usage for performance in data-intensive applications.
Implement a Go-based application for cloud environments, utilizing build traps and cross-compilation features to ensure consistent deployment across Linux and Windows servers. This includes managing dependencies and avoiding common pitfalls with struct memory alignment and defer usage in cleanup operations.
Offer a subscription-based software service for developers, providing tools and libraries to write reliable Go code, with features like automated leak detection and concurrency debugging. Revenue is generated through monthly or annual licenses, targeting teams in tech startups and enterprises.
Provide expert consulting services to companies adopting Go, including code reviews, performance optimization, and training workshops on avoiding common traps like goroutine leaks and interface errors. Revenue comes from project-based contracts and per-session training fees.
Develop and maintain open-source Go packages focused on concurrency and error handling, monetizing through premium support, custom integrations, and enterprise features. This model builds community trust while generating revenue from large organizations needing dedicated assistance.
💬 Integration Tip
Integrate this skill into development workflows by using it for code reviews and automated testing to catch common Go pitfalls early, ensuring robust application performance and reducing debugging time.
Scored Sep 7, 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.
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.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.