go-mutation-test

Inject synthetic faults into Go source code to identify weak test assertions.

1|Updated Jun 20, 2026
One-click install
npx skills add https://github.com/shafibabar/SDLC-Artifact-Factory --skill go-mutation-test
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: go-mutation-test
Source: https://github.com/shafibabar/SDLC-Artifact-Factory/tree/main/skills/go-mutation-test
Command: npx skills add https://github.com/shafibabar/SDLC-Artifact-Factory --skill go-mutation-test

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gremlins, and includes references (resource) components.

What problem does it solve?

This skill addresses the gap between high line coverage and actual test quality by identifying weak assertions that fail to detect bugs when production code logic is altered.

Core Features & Use Cases

  • Mutation Analysis: Automatically introduces syntactically valid bugs into domain and application code to verify if existing tests catch them.
  • Triage Workflow: Provides a structured process to distinguish between real testing gaps and equivalent mutants that do not affect observable behavior.
  • Use Case: Use this skill to audit a critical domain package after reaching 80% line coverage to ensure that the business logic is protected against regressions that standard coverage metrics miss.

Quick Start

Run the go-mutation-test skill to execute the Gremlins mutation suite against the internal domain and application packages.

Frequently Asked Questions about go-mutation-test

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

FAQPage Schema
How does mutation testing identify weak assertions in Go test suites?

Mutation testing identifies weak assertions by injecting synthetic faults into Go source code and verifying if the existing test suite fails. It targets internal domain and application packages to ensure business logic correctness beyond simple line coverage metrics.

Why does high line coverage not guarantee my Go business logic is protected against regressions?

High line coverage does not guarantee regression protection because tests may contain weak assertions that fail to detect altered production code logic. Mutation testing addresses this gap by introducing syntactically valid bugs to verify if existing tests catch them.

How do I audit a critical Go domain package using Gremlins mutation testing?

You can audit a critical Go domain package by running the Gremlins mutation suite against internal domain and application packages. This introduces synthetic faults into the code to verify that existing tests properly detect the injected bugs.

Do I need the Gremlins tool installed to run mutation analysis on my Go application?

Yes, you need the Gremlins mutation testing tool installed and configured for periodic CI execution. It is a required dependency for injecting synthetic faults into Go source code and verifying test suite failure.

What is the best way to distinguish real testing gaps from equivalent mutants in Go code?

The best way to distinguish real testing gaps from equivalent mutants is to use a structured triage workflow. This process helps differentiate between genuine missing test assertions and mutants that do not affect observable behavior.

When should I use mutation testing instead of relying on standard Go coverage metrics?

You should use mutation testing after reaching a high line coverage threshold, such as 80%, to ensure business logic is protected. It validates test suite efficacy by checking if tests catch injected faults that standard coverage metrics miss.