mutation-testing

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill mutation-testing
0 commentsdiscussion
summary

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.

skill.md

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:

# Install Stryker
npm install --save-dev @stryker-mutator/core @stryker-mutator/jest-runner

# Initialize configuration
npx stryker init

# Run mutation testing
npx stryker run

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Stryker for JavaScript/TypeScript Stryker for JavaScript/TypeScript
PITest for Java PITest for Java
mutmut for Python mutmut for Python
Mutation Testing Reports 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

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.666 reviews
  • Yuki Agarwal· Dec 20, 2024

    Solid pick for teams standardizing on skills: mutation-testing is focused, and the summary matches what you get after install.

  • Fatima Choi· Dec 20, 2024

    mutation-testing is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Yusuf Thompson· Dec 16, 2024

    Registry listing for mutation-testing matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Yusuf Sanchez· Dec 16, 2024

    Useful defaults in mutation-testing — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Emma Gill· Dec 12, 2024

    mutation-testing has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Tariq Singh· Dec 4, 2024

    I recommend mutation-testing for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Evelyn Yang· Nov 23, 2024

    Keeps context tight: mutation-testing is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Liam Agarwal· Nov 11, 2024

    We added mutation-testing from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Emma Gupta· Nov 11, 2024

    Useful defaults in mutation-testing — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Evelyn Liu· Nov 7, 2024

    mutation-testing is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

showing 1-10 of 66

1 / 7