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go-backend-reviewer

Automate Go backend microservice code review for logic errors, leaks, and vulnerabilities.

Updated Mar 13, 2026
Search Tags:#code review#microservices#go#dependency injection#gorm#backend security#goroutine leak
One-click install
npx skills add https://github.com/gmh5225/k-skills --skill go-backend-reviewer-gmh5225
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: go-backend-reviewer
Source: https://github.com/gmh5225/k-skills/tree/main/skills/development/go-backend-reviewer
Command: npx skills add https://github.com/gmh5225/k-skills --skill go-backend-reviewer-gmh5225

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually reviewing Go backend microservice code is time-consuming and often misses critical reliability and security issues like goroutine leaks, SQL injection, and dependency injection anti-patterns that can cause production outages. This Skill automates comprehensive, production-grade code review tailored specifically to Go backend projects, eliminating human error and ensuring strict adherence to Go and project-specific best practices.

Core Features & Use Cases

  • Multi-Dimension Comprehensive Review: Covers 11 core check categories including logic correctness, resource management, security vulnerabilities, code style, dependency injection, interface design, and performance optimization.
  • Project-Adaptive Rule Engine: Automatically detects the project's existing tech stack (e.g., Hertz, GORM, telemetry/log, DAL layers) to enable relevant specialized rules and avoid generic, irrelevant feedback for projects that do not use specific frameworks or tools.
  • Real-World Use Case: When reviewing a PR for a Go microservice using GORM and Hertz, the Skill identifies unclosed database connections, unsafe type assertions, global dependency usage, and non-compliant import grouping, then outputs a prioritized report with clear, actionable fix suggestions.

Quick Start

Use the go-backend-reviewer skill to review the latest code changes in your Go microservice repository and get a prioritized report of critical issues, improvement suggestions, and optimization recommendations.

Frequently Asked Questions about go-backend-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Go backend code review for microservices?▼

To automate Go backend code review for microservices, use a skill that detects logic errors, resource leaks, and security vulnerabilities. It automatically adapts to your tech stack like Hertz, Gin, gRPC, and GORM to ensure adherence to project-specific best practices.

How do I detect goroutine leaks and SQL injection in my GORM code?▼

To detect goroutine leaks and SQL injection in GORM code, run an automated review covering 11 core check categories including resource management and security vulnerabilities. It identifies unclosed database connections and prevents unsafe SQL operations before production deployment.

Can I review dependency injection anti-patterns in a gRPC project?▼

Yes, you can review dependency injection anti-patterns in a gRPC project by applying a production-grade rule engine. It identifies global dependency usage and unsafe type assertions, ensuring strict alignment with project-specific data access layer conventions.

What is the best way to check Hertz and Gin microservices for backend security vulnerabilities?▼

The best way to check Hertz and Gin microservices for backend security vulnerabilities is using a multi-dimension comprehensive review. It covers logic correctness, resource management, and security vulnerabilities, outputting a prioritized report with actionable fix suggestions.

Does automated Go code review work for PR reviews and full project checks?▼

Automated Go code review works for PR reviews, commit range audits, and full project checks. It analyzes your repository's latest code changes and generates a prioritized report of critical issues, improvement suggestions, and optimization recommendations.

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