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create-ai-powered-actions

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Build intelligent Javascript based GitHub Actions that leverage GitHub Models.

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# Create AI Powered Actions

_Build intelligent Javascript based GitHub Actions that leverage GitHub Models._

## Welcome

- **Who is this for**: Developers who want to build custom AI-enhanced GitHub Actions
- **What you'll learn**: How to leverage GitHub Models in your Javascript actions, implement structured AI outputs with Zod schemas and create responsive workflows.
- **What you'll build**: A complete AI-powered Javascript based GitHub Action that analyzes and rates jokes
- **Prerequisites**:

- We strongly recommend completing the **[write-javascript-actions](https://github.com/skills/write-javascript-actions)** exercise first, as it covers the foundational skills needed for creating JavaScript-based GitHub Actions

- **How long**: This exercise takes less than 1 hour to complete.

In this exercise, you will:

1. Set up a development environment and install the OpenAI SDK for GitHub Models integration
1. Create action metadata and implement AI-powered joke rating logic using GitHub Models
1. Test your action locally with debugging tools and package it for distribution
1. Author a GitHub Actions workflow that triggers on issue comments and updates them with AI analysis
1. Implement structured outputs using Zod schemas for reliable data processing and conditional workflow logic

### How to start this exercise

Simply copy the exercise to your account, then give your favorite Octocat (Mona) **about 20 seconds** to prepare the first lesson, then **refresh the page**.

[![](https://img.shields.io/badge/Copy%20Exercise-%E2%86%92-1f883d?style=for-the-badge&logo=github&labelColor=197935)](https://github.com/new?template_owner=skills&template_name=create-ai-powered-actions&owner=%40me&name=skills-create-ai-powered-actions&description=Exercise:+Create+AI+Powered+Actions&visibility=public)

<details>
<summary>Having trouble? 🤷</summary><br/>

When copying the exercise, we recommend the following settings:

- For owner, choose your personal account or an organization to host the repository.

- We recommend creating a public repository, since private repositories will use Actions minutes.

If the exercise isn't ready in 20 seconds, please check the [Actions](../../actions) tab.

- Check to see if a job is running. Sometimes it simply takes a bit longer.

- If the page shows a failed job, please submit an issue. Nice, you found a bug! 🐛

</details>

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