What is a golden prompt test?

A golden prompt test uses a set of predefined 'ideal' prompts to verify that the AI triggers the correct tools and ignores irrelevant or negative inputs.

How do I access the test results?

The skill automatically generates a detailed report and saves it to .chatgpt-app/test-report.json for easy review.

Does this skill support React component testing?

Yes, it includes specific checks to ensure React components render correctly and JavaScript bundles load properly within the app widgets.

Can this skill help me fix broken tools?

Yes, for every test failure, the skill provides an explanation of why it failed and a code example to help you implement a fix.

What protocol does this testing skill use?

It leverages the Model Context Protocol (MCP) and the MCP Inspector to validate tool discovery and execution.

ChatGPT App Automated Testing

Name: ChatGPT App Automated Testing
Author: hollaugo

byhollaugo

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Security & Testing

Validates ChatGPT Apps through comprehensive MCP protocol checks, schema verification, and golden prompt testing.

This skill provides a robust framework for automating the quality assurance of ChatGPT Apps by integrating MCP Inspector and golden prompt validation. It streamlines the testing of tool discovery, schema constraints, and interactive widget rendering, ensuring that AI-driven applications respond accurately to intent while maintaining technical integrity. By generating detailed reports and providing specific code fixes for failures, it bridges the gap between conversational design and reliable software deployment.

Key Features

01Detailed test report generation with structured fix recommendations

02MCP Protocol verification for tool discovery and execution

03Automated schema validation for input constraints and required fields

04Golden prompt validation to ensure accurate tool triggering

0520 GitHub stars

06Interactive widget testing for HTML, JS, and React components

Use Cases

01Verifying a new ChatGPT App before deployment to ensure all tools function correctly

02Regression testing conversational flows using a predefined set of golden prompts

03Debugging schema mismatches or invalid tool outputs in the MCP environment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hollaugo/tutorials test

For use in Claude.ai and ChatGPT

Download Skill