Supercharge your testing workflow with AI-powered test case creation.
GitHubCopilot-Test-Generation is a lightweight yet powerful tool designed to automate test case generation for API, desktop, and web applications — all using natural language prompts and GitHub Copilot. Whether you're a tester, QA engineer, or developer, this tool helps you save time, boost test coverage, and bring joy back to testing.
✨ No more writer’s block when creating test cases. Let Copilot do the heavy lifting, while you focus on quality.
- 🧠 AI-Powered Test Generation – Turn acceptance criteria into actionable test cases with GitHub Copilot.
- 🌐 Supports API, Desktop, and Web Testing – Works across different tech stacks and platforms.
- 📋 User Story-Driven – Just provide your user story or work item, and Copilot takes care of the rest.
- ☁️ Azure DevOps Compatible – Generate test cases and upload them directly as CSV for seamless integration.
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Clone this repository
- You may refer to How to Clone a GitHub Repository for guidance.
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Install the essentials
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Open GitHub Copilot Chat.
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Make sure you select the
Agentmode. -
For a better output, we recommend using
Claude Sonnet 4model -
Click on "Add Context".
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Under Instructions, select one of the following based on your preferred format:
azure_testcase_format_steps.instruction.md– for regular test cases with test steps and expected results.azure_testcase_format_gherkin.instructions.md– for Gherkin-style test cases using the Given-When-Then format.
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Add a second context:
- Choose
api-test-generation,desktop-test-generation, orweb-test-generation.
- Choose
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Enter your prompt:
- 📜 Paste acceptance criteria or user story
- 🔢 Or simply provide the work item number (if using Azure DevOps MCP)
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Copilot will auto-generate test cases in the
Outputfolder. -
Review, refine, and upload the
.csvfile to Azure DevOps.
- ✍️ Provide clear user stories, API specs, or acceptance criteria.
- 👀 Review and validate the output to ensure it fits your product’s needs.
- 🛠️ Customize and contribute! Build your own prompts if needed.
Every project is unique. While this repo gives you a solid head start, we encourage you to fork and tailor it for your specific testing needs. Build instructions that match your product’s personality and complexity!
This project is licensed under the MIT License. Feel free to use, modify, and spread the word!
Let GitHub Copilot help you test smarter, not harder. 🔥 Give it a try today and watch your test cases write themselves.