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aj-geddes/useful-ai-prompts463 installs

mutation-testing

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.

How do I install this agent skill?

npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill mutation-testing
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    This skill provides a comprehensive guide for mutation testing across multiple languages, including JavaScript, Java, and Python. It includes instructions for installing and running industry-standard tools like Stryker, PITest, and mutmut. No malicious activity, obfuscation, or unauthorized data access patterns were identified. The skill correctly utilizes official package managers and established testing frameworks.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • Runlayerpass

    1/1 file flagged

  • ZeroLeakspass

    Score: 93/100 · 2 sections analyzed

What does this agent skill do?

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:

GuideContents
Stryker for JavaScript/TypeScriptStryker for JavaScript/TypeScript
PITest for JavaPITest for Java
mutmut for Pythonmutmut for Python
Mutation Testing ReportsMutation 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

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/aj-geddes/useful-ai-prompts/mutation-testing">View mutation-testing on skillZs</a>