Mutation Testing

by aj-geddes3f5182cfd739No license355 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 7 months ago

Evaluate test suite quality by introducing code mutations and verifying tests catch them. Use for mutation testing, test quality, mutant detection, Stryker, PITest, and test effectiveness analysis.

Includes scriptsSoftware Development
AI-generated overview

Evaluates test suite quality by introducing code mutations and checking whether tests catch them.

What it does
The skill guides mutation testing, where small changes (mutations) are introduced into source code to verify that the test suite fails as expected. It covers setup and usage of Stryker for JavaScript/TypeScript, PITest for Java, and mutmut for Python, plus how to read mutation testing reports. It also ships a test scaffolding script and a JavaScript test template.
When to use it
Use it to assess test suite effectiveness, find untested code paths, improve test quality metrics, or validate that critical business logic is well tested. It is also relevant when measuring real coverage beyond line coverage and identifying weak or redundant tests.
Requirements
Requires a JavaScript/TypeScript, Java, or Python project with its test runner, plus the relevant mutation testing tool (Stryker, PITest, or mutmut) installed. Node.js/npm is needed for the Stryker quick start. The skill ships executable scripts and a template.

Mutation Testing

Table of Contents

Overview

Mutation testing assesses test suite quality by introducing small changes (mutations) to source code and verifying that tests fail. If tests don't catch a mutation, it indicates gaps in test coverage or test quality. This technique helps identify weak or ineffective tests.

When to Use

  • Evaluating test suite effectiveness
  • Finding untested code paths
  • Improving test quality metrics
  • Validating critical business logic is well-tested
  • Identifying redundant or weak tests
  • Measuring real test coverage beyond line coverage
  • Ensuring tests actually verify behavior

Quick Start

Minimal working example:

bash
# Install Strykernpm install --save-dev @stryker-mutator/core @stryker-mutator/jest-runner
# Initialize configurationnpx stryker init
# Run mutation testingnpx stryker run

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Stryker for JavaScript/TypeScript [blocked]Stryker for JavaScript/TypeScript
PITest for Java [blocked]PITest for Java
mutmut for Python [blocked]mutmut for Python
Mutation Testing Reports [blocked]Mutation Testing Reports

Best Practices

✅ DO

  • Target critical business logic for mutation testing
  • Aim for 80%+ mutation score on important code
  • Review survived mutants to improve tests
  • Mark equivalent mutants to exclude them
  • Use mutation testing in CI for critical modules
  • Test boundary conditions thoroughly
  • Verify actual behavior, not just code execution

❌ DON'T

  • Expect 100% mutation score everywhere
  • Run mutation testing on all code (too slow)
  • Ignore equivalent mutants
  • Test getters/setters with mutations
  • Run mutations on generated code
  • Skip mutation testing on complex logic
  • Focus only on line coverage

Source and attribution

Source:aj-geddes/useful-ai-promptsinskills/mutation-testingat commit3f5182c

License: No license

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