mutation-testing

Identify Python test suite gaps by running mutmut mutation testing.

14|4|Updated Dec 20, 2025
One-click install
npx skills add https://github.com/jaredmcfarland/mixpanel_data --skill mutation-testing-jaredmcfarland
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mutation-testing
Source: https://github.com/jaredmcfarland/mixpanel_data/tree/main/.claude/skills/mutation-testing
Command: npx skills add https://github.com/jaredmcfarland/mixpanel_data --skill mutation-testing-jaredmcfarland

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Mutation testing reveals blind spots in a Python test suite by introducing small code changes and verifying that tests catch them, helping teams improve coverage and confidence.

Core Features & Use Cases

  • Run mutation testing with mutmut to generate mutants and track which tests kill them.
  • Analyze mutation scores to identify weak areas and guide test improvements.
  • Integrate into CI to routinely validate test effectiveness during development and releases.

Quick Start

Run mutmut on your project to generate and review mutation results.

Frequently Asked Questions about mutation-testing

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

FAQPage Schema
How does mutation testing reveal gaps in a Python test suite?

Mutation testing identifies blind spots in a Python test suite by introducing small code changes and verifying that tests fail when catching them. This mechanism exposes untested code paths and weak assertions to improve coverage and confidence.

How do I run mutation testing on a Python project using pytest?

To run mutation testing on a Python project using pytest, configure mutmut settings in setup.cfg or pyproject.toml. The tool generates mutants, evaluates whether your tests detect the changes, and tracks which tests kill them to guide improvements.

Can I integrate mutation testing into a CI pipeline for Python projects?

Yes, you can integrate mutation testing into CI pipelines to routinely validate test effectiveness during development and releases. It uses mutmut and pytest to automate mutant generation and evaluate test detection capabilities.

What project setup do I need to run mutation testing with mutmut?

To run mutation testing with mutmut, you need a configured test layout with a tests directory and a src package, plus mutmut settings in setup.cfg or pyproject.toml. The workflow requires mutmut and pytest installed to evaluate test effectiveness.

What is the difference between mutation testing and standard test coverage?

Standard test coverage measures executed code lines, while mutation testing modifies code to verify if tests actually catch behavioral changes. Mutation testing provides a deeper quality assessment by exposing weak assertions and untested logic that standard coverage misses.