aj-geddes/useful-ai-prompts7 files

Mutation Testing

>

Specification
Skill ID
aj-geddes/useful-ai-prompts/mutation-testing
Publisher
aj-geddes
Repository
useful-ai-prompts
Installs
0
Files
7
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

aj-geddes/useful-ai-prompts/mutation-testingInstalls these files
  • SKILL.md
  • references/mutation-testing-reports.md
  • references/mutmut-for-python.md
  • references/pitest-for-java.md
  • references/stryker-for-javascripttypescript.md
  • scripts/scaffold-tests.sh
  • templates/test-template.js

What this skill tells the agent

Mutation Testing

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

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

Use this skill in a project

Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/mutation-testing, and install it in one click.

Use this skill