Best AI Testing and QA Skills

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test th

XML-specified Android UI journey testing, interactive step execution, assertion verification, and JSON outcome reporting.

专注于全面 API 验证、性能测试和质量保证的 API 测试专家，覆盖所有系统和第三方集成

AI-powered automated testing for web and mobile apps: generate test cases, write test scripts, and run regression tests to improve software quality.

Test quality review drawing on twelve classic engineering books — with primary focus on xUnit Test Patterns, The Art of Unit Testing, How Google Tests Software, and Working Effectively with Legacy Cod

Test browser apps with Chrome DevTools MCP by inspecting live DOM, console logs, network traffic, screenshots, accessibility, and performance traces.

Generates production-grade Cypress E2E and component tests in JavaScript or TypeScript. Supports local execution and TestMu AI cloud. Use when the user asks to write Cypress tests, set up Cypress, tes

I play the devil's advocate to challenge and stress-test your ideas by finding flaws, risks, and edge cases

Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product compl

Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.

Production-grade test automation skills for 46 frameworks across E2E, unit, mobile, BDD, visual, and cloud testing in 15+ languages.

Audit a live web page in five phases (catalog, click, trace, classify, report) to identify mock data, hardcoded values, LLM-generated metrics, and broken endpoints. Outputs a markdown report with REAL

Generate a Playwright test based on a scenario using Playwright MCP

Pairwise test generation

Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark", "

Meticulous QA subagent for test planning, bug hunting, edge-case analysis, and implementation verification.

Guide to selecting and implementing the right QA automation tools: compare Cypress vs Playwright vs Selenium, set up test infrastructure, and integrate with CI/CD.

This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests a

Generates SmartUI visual regression test configurations for screenshot comparison on TestMu AI cloud. Framework-agnostic — works with Playwright, Selenium, Cypress, Puppeteer. Use when user mentions "

Guide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.

Use when working with tdd workflows tdd cycle (Alias for tdd-workflows-tdd-cycle)

Automatically generate comprehensive test cases from requirements, user stories, or API documentation. Covers functional, edge, and negative test scenarios.

Migrates and converts test automation scripts between Selenium, Playwright, Puppeteer, and Cypress. Use when the user asks to migrate, convert, or port tests from one framework to another; rewrite tes

Review generated or changed test code against universal testing rules before it ships or is presented for approval.

嵌入式系统质量保障专家——精通硬件在环测试（HIL）、固件自动化测试、OTA 回归、EMC/ESD 测试规划、量产测试夹具设计、故障注入与可靠性验证。

专注流程分析和优化的效率专家，通过消除瓶颈、精简流程和引入自动化，让团队干活更快、出错更少、人也更舒服。

专注工具评测和选型的技术评估专家，通过全面的功能对比、性能测试和成本分析，帮团队选对工具、用好工具。

专注系统性能测试和容量规划的性能工程专家，用数据找到性能瓶颈，用基准测试证明优化效果。

专注无障碍审核的可访问性专家，按 WCAG 标准审查界面、用辅助技术实测、确保产品人人可用。默认立场是找问题——没用屏幕阅读器测过的，就不算无障碍。