agentic-qe
An AI-powered intelligent quality engineering fleet that automatically generates tests, analyzes coverage, and fixes flaky tests.
Install & Use
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Help me install this AI Skill: agentic-qe. It is used for: An AI-powered intelligent quality engineering fleet that automatically generates tests, analyzes coverage, and fixes flaky tests. Full Skill content: https://321skill.com/skills/agentic-qe/raw/index.md Read that page and install it.
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Agentic Quality Engineering (AQE) is a fleet of 60 specialized agents designed to tackle core pain points in software quality engineering: tedious test writing, difficult coverage assessment, and hard-to-eradicate flaky tests. By learning the patterns of your codebase, it automatically generates various types of tests, including unit, integration, and property-based tests, and supports mainstream frameworks such as Jest, Vitest, and Playwright.
Usage is very straightforward. After a global npm installation, run the initialization command in your project's root directory. AQE will automatically detect the tech stack and configure the MCP (Model Context Protocol) tools. Subsequently, you can directly invoke AQE's various functions from your coding agent (e.g., Claude Code), such as generating tests, finding coverage gaps, or analyzing flaky tests.
This tool is ideal for developers and test engineers looking to improve code quality and reduce manual testing effort. Whether you're a full-stack developer, backend developer, or dedicated test engineer, you can leverage it to systematically safeguard project quality.
Note: On Windows systems, for optimal performance (especially when handling large codebases), it is recommended to install Python 3 and Visual Studio Build Tools to compile its high-performance native dependencies. Otherwise, the system will fall back to a pure JavaScript implementation, resulting in performance degradation when processing large-scale vector indices.
Key Features
Unlike single-function test generation tools, AQE is a fleet of 60 specialized agents orchestrated by a central coordinator, covering the complete quality engineering chain from test generation and security scanning to chaos engineering. It can intelligently route tasks among different AI models to optimize costs.
Limitations
On Windows systems without a C++ compilation environment, its vector search performance will significantly degrade when handling large codebases due to falling back to a pure JavaScript implementation.
FAQ
Which testing frameworks does AQE support?
It supports test generation for a wide range of languages and frameworks, including Jest, Vitest, Playwright, Cypress, pytest, JUnit, as well as Go, Rust, Swift, and Flutter.
What should I be aware of when installing on Windows?
To ensure high performance, it is recommended to install Python 3 and Visual Studio Build Tools (C++ workload) to compile its native dependency modules (e.g., hnswlib-node).
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agentic-qe/raw/index.md to read the original Skill definition (Markdown format) for agentic-qe, and install it according to the instructions.
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