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Automating GitHub Workflows with Claude 4

June 13, 2025
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Automating GitHub Workflows with Claude 4
Picture by Writer

 

Claude Opus 4 is Anthropic’s most superior and highly effective AI mannequin so far, setting a brand new benchmark for coding, reasoning, and long-running duties. It could possibly autonomously deal with advanced, multi-hour duties, sustaining focus and delivering distinctive outcomes over hundreds of steps.

On this tutorial, we’ll discover ways to use Claude Opus 4 to automate GitHub workflows, which can be utilized for resolving GitHub points, performing code evaluations, and managing pull requests (PRs). We’ll discover ways to arrange the Claude App in your GitHub repository and invoke it straight by feedback.

 

Setting Up Claude Code

 

  1. Run the next command in your terminal to put in Claude Code globally: 
    npm set up -g @anthropic-ai/claude-code
  2. Go to the Anthropic Console and create an account.
  3. Add at the least $10 in credit to your account utilizing a credit score or debit card. 
  4. Launch Claude Code by navigating to your venture listing and operating:
  5. Observe the prompts to connect with the Anthropic Console:
  • A browser window will open, prompting you to log in to your Anthropic account.
  • Copy the authentication code generated by the console and paste it into the Claude Code terminal.

As soon as authenticated, Claude Code might be prepared to make use of.

 

Organising GitHub App Utilizing Claude Code

 

  1. Open your terminal and kind claude to launch Claude Code.
  2. As soon as inside Claude Code, kind /install-github-app to start establishing the Claude App for GitHub Actions.
    Automate GitHub Workflows with Claude 4
  3. Navigate to your GitHub repository and create a pull request. Merge the pull request to make sure the repository is prepared for Claude integration.
    Automate GitHub Workflows with Claude 4
    Screenshot from kingabzpro/bbc-news-class-mlops
  4. Open your GitHub Motion workflow file (github/workflows/claude.yml) and add the next configuration: 
    mannequin: 'claude-sonnet-4-20250514'

    Automate GitHub Workflows with Claude 4
    Screenshot from .github/workflows/claude.yml

    This ensures that the newest Claude 4 mannequin is used inside the Claude App.

  5. Go to the Claude GitHub App web page: https://github.com/apps/claude.
  6. Set up the app and grant it entry to your repository.

 

Creating the Pull Request Utilizing the GitHub Points

 
For this tutorial, we’ve chosen the Challenge #9 from the kingabzpro/bbc-news-class-mlops github repository. 

  1. Go to Challenge #9 within the repository.
  2. Within the remark part of the difficulty, kind the next command: 
    @claude add the docker compose file primarily based on the difficulty description

    The @claude point out triggers the GitHub Motion, permitting Claude to research the difficulty description and use it as context to generate the required code. 

    Automate GitHub Workflows with Claude 4
    Screenshot from kingabzpro/bbc-news-class-mlops
  3. As soon as Claude completes the duty, it’ll create all the mandatory information and supply an choice to straight create a pull request.
    Automate GitHub Workflows with Claude 4
    Screenshot from kingabzpro/bbc-news-class-mlops
  4. Click on on the Create PR hyperlink offered by Claude and merge the adjustments into your repository.

Automate GitHub Workflows with Claude 4
Screenshot from kingabzpro/bbc-news-class-mlops

The adjustments might be applied, and generally, Claude resolves the difficulty with 90% accuracy primarily based on the offered context.

 

Different Use Instances of Github Claude App

 
We’ve got used the GitHub concern description to make edits and create the pull request. You may strive the next use case too utilizing the identical workflow:

  1. Automated Code Evaluate: Analyze pull requests (PRs) for code high quality, potential bugs, and adherence to requirements.
  2. PR Administration: Create, replace, and handle pull requests robotically.
  3. Challenge Triage: Analyze points, categorize them, and counsel or implement fixes.
  4. Debugging and Bug Fixing: Find bugs, implement fixes, and create PRs for overview.
  5. Documentation Updates: Routinely replace documentation primarily based on code adjustments.
  6. Refactoring Code: Enhance code readability, efficiency, or maintainability.

 

Last Ideas

 
Anthropic is rapidly rising because the go-to AI mannequin supplier for coding and software program engineering duties. The corporate gives a complete ecosystem that automates all the growth course of, together with constructing, testing, debugging, deploying, and monitoring purposes. With Claude Code and its extensions, builders can seamlessly automate all these steps, making it a strong software for streamlining workflows.
 
 

Abid Ali Awan (@1abidaliawan) is an authorized knowledge scientist skilled who loves constructing machine studying fashions. Presently, he’s specializing in content material creation and writing technical blogs on machine studying and knowledge science applied sciences. Abid holds a Grasp’s diploma in know-how administration and a bachelor’s diploma in telecommunication engineering. His imaginative and prescient is to construct an AI product utilizing a graph neural community for college kids combating psychological sickness.