How many tests does it generate by default?

It typically generates over 40 comprehensive tests across seven categories: Happy Path, Edge Cases, Error Handling, Performance, Security, Accessibility, and Integration.

What frameworks does the E2E Outside-In Test Generator support?

The skill supports major web frameworks like Next.js, React, Vue, and Angular, as well as specialized app types including CLI, TUI, API, and MCP (Model Context Protocol) configurations.

What is 'Outside-In' testing methodology?

Outside-In testing focuses on validating the system from the user's perspective first, ensuring that frontend interactions correctly trigger backend processes and database changes.

Does it handle failing tests automatically?

Yes, it includes an iterative 'Fix Loop' that analyzes failure logs, identifies locator or timing issues, applies fixes, and reruns tests for up to five iterations to ensure a passing suite.

E2E Outside-In Test Generator

Name: E2E Outside-In Test Generator
Author: rysweet

byrysweet

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Security & Testing

Generates comprehensive end-to-end test suites across multiple application types using an outside-in methodology to ensure full-stack reliability.

The E2E Outside-In Test Generator is a powerful automation skill designed to create robust testing infrastructure for web applications, APIs, CLIs, and TUIs. By performing deep stack analysis of your frontend routes, backend logic, and database schemas, it generates over 40 distinct tests covering critical user journeys, edge cases, security, and accessibility. The skill features an autonomous fix loop that iteratively debugs and resolves test failures, ensuring your suite achieves a 100% pass rate and provides immediate regression coverage for production-ready deployments.

Key Features

0138 GitHub stars

02Pre-configured infrastructure including Playwright setups, test helpers, and seed data

03Autonomous fix loop that iteratively debugs failing tests until they pass

04Deep stack analysis of frontend frameworks, API endpoints, and database models

05Multi-platform support for Web (Playwright), CLI, TUI, API, and MCP applications

06Automated generation of 40+ tests across 7 specialized categories including security and accessibility

Use Cases

01Generating a complete Playwright test suite for a new full-stack Next.js or React project

02Validating complex user journeys and data persistence before major refactoring or deployment

03Adding regression coverage and smoke tests to legacy CLI or TUI applications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rysweet/amplihack e2e-outside-in-test-generator

For use in Claude.ai and ChatGPT

Download Skill