ChatGPTとGitHubの連携イメージ
How to Integrate Applications

2025-05-20

【Easy Setup】How to Automatically Link ChatGPT Data to GitHub

h.hamada

"It's a hassle to organize the exchanged content and register it on GitHub" "It's challenging to come up with code review comments every time"
Do you feel these small burdens in your daily development tasks?

<span class="mark-yellow">By integrating ChatGPT with GitHub, you can easily automate tedious tasks such as summarizing text, generating code, and automatically registering Issues and Pull Requests.</span>
With the no-code tool Yoom, you can quickly implement integration flows to streamline multiple tasks without any specialized knowledge.

For those who want to create a system that can be used on-site without relying on engineers, the method introduced here should be a great help!

In this article, we will clearly introduce various utilization ideas and flows centered around the integration of ChatGPT and GitHub, so be sure to check it out until the end.

For those who want to try it as soon as possible‍

By using Yoom, you can easily integrate ChatGPT and GitHub without any code. Yoom provides templates for integrating ChatGPT and GitHub, so you can achieve integration immediately just by registering, even without API knowledge.

What You Can Do by Integrating ChatGPT and GitHub

By integrating ChatGPT with GitHub's API, you can automatically link ChatGPT data to GitHub! For example, you can automatically perform data integration like the following without human intervention.

Simply click "Try it out" on the automation example you're interested in and register an account to immediately experience the integration of ChatGPT and GitHub.
Registration takes just 30 seconds, so feel free to give it a try!

Summarize the content submitted via the form with ChatGPT and register it as an Issue on GitHub

This is a convenient flow for efficiently managing user feedback and bug reports. <span class="mark-yellow">Recommended for those who manually register user feedback and bug reports on GitHub.</span>

Generate code with ChatGPT from form submissions and create a Pull Request on GitHub

This flow is recommended for project managers who collect development ideas and modification requests using forms, as well as for those seeking to improve work efficiency by reducing time spent on manual code creation and Pull Request creation.


Let's Create a ChatGPT and GitHub Integration Flow

Now, let's create a flow that integrates ChatGPT and GitHub!
This time, we'll use Yoom to proceed with the integration of ChatGPT and GitHub without any coding, so if you don't have a Yoom account yet, please issue an account from thisregistration form.

[What is Yoom]

This time, we will create a flow bot that summarizes the content submitted through a form using ChatGPT and registers it as an Issue in GitHub!
The creation process is broadly divided into the following steps.

  • Integrate ChatGPT and GitHub with My Apps
  • Copy the template
  • Set up the ChatGPT trigger and GitHub action
  • Set the trigger to ON and complete the preparation for flow operation

Step 1: Integrate My Apps

Here, we will integrate Yoom with each app to enable operations.
First, log in to Yoom, click on My Apps in the left menu, and then click the Add button on the right.

Integrate ChatGPT

1. Search
Enter ChatGPT in the search box and click the icon.

2. Log In
Enter "Account Name" and "Access Token", then click "Add".
For detailed instructions on registering ChatGPT as My App, please refer to here.

Return to the Yoom screen, and if the following display appears, the integration is complete!

Integrate GitHub

1. Search
Enter GitHub in the search box and click the icon.

2. Log In
Sign in with your account from the GitHub sign-in screen.

Return to the Yoom screen, and if the following display appears, the integration is complete!

Step 2: Copy Template

Next, please copy the template to be used from below.

1. Click "View Details" on the banner above
2. When the screen changes, click "Try this template"
3. If you haven't registered with Yoom yet, please register
※ If you have already registered, the login screen will be displayed, so please enter your login information.
4. The template will be copied to your Yoom management screen as shown below, so press OK to proceed with the settings.

Step 3: Setting the Form Trigger

1. Select Form in the red frame

2. Create a form
This time, we created a form with the content shown in the image below. You can delete questions with the trash can icon or add new questions with the "Add" button.

Customize it to ensure you can obtain the necessary information, as this information will be used when creating the Issue.

As you scroll down the page, you can set the content displayed after the form is submitted.
This time, we entered the content as shown below, but if it's unnecessary, leaving it blank is fine.

Once you've finished entering, press "Next" to proceed.

3. Confirming Form Display and Detailed Settings
Let's check the display content of the form you set earlier by pressing the red frame below.

A preview page of the form content will be displayed as shown in the image below, so please check for any errors in the content.
If you want to make corrections, you can return to the previous screen using the back button at the top left!

  • Preview Page
  • Completion Page

If there are no issues with the preview, enter the "Retrieved Values" at the bottom of the page.
This time, for test operations, we entered the content as shown below. If the flow works, the form response content will be automatically obtained.

Once you've finished entering, select "Save" and proceed to the next step.

Step 4: App Integration Settings with ChatGPT

1. Select "Generate Text" in the red frame
Click "Generate Text".
The screen will transition, and the content entered in Step 1 will be reflected. If there are no particular corrections, click "Next".

2. API Connection Settings
Set up to summarize the responses from the form using ChatGPT.
Click the input field as shown in the image below to display the output, and select the form details.

※ For more details on the retrieved values, click here 
※ For more details on how to add retrieved values, click here

  • Message Content: Set the text to be sent to ChatGPT. This time, we instructed it to summarize the form content to about 100 characters.
  • Role: Establishes the context for the request sent to ChatGPT. If there are no particular changes needed, it can remain as is.
  • Temperature: Can be set from 0 to 2. The higher the number, the more diverse the generation can be expected, and the lower the number, the more consistent the response will be. If there are no particular preferences, it can remain as is.
  • Maximum Tokens: You can specify the maximum character count for the summary.
  • Model: Specify the ChatGPT model to use. By default, "gpt-4o" is used. If there are no particular preferences, it can remain as is.

After completing the settings, please execute "Test".

※ To operate actions using ChatGPT (OpenAI), you need to subscribe to OpenAI's API paid plan. Make sure to prepare your contract details so that you can smoothly make payments when API usage fees occur. For more details, please see here.

If the test is successful, the retrieved value will be displayed in the response content frame. Finally, click "Save" and proceed to the next step.

Step 5: App Integration Settings with GitHub

1. Select "Create Issue" in the red frame
Click "Create Issue".
As before, move to the page where the account information is reflected, and if no corrections are needed for the title, etc., click "Next".

2. API Connection Settings
Set up to integrate with GitHub Issues. Check the red lines in the image below and enter each one.

  • Title: Click the input field to display the retrieved value shown in the image below. Select "Issue Name" from the form content.
  • Comment: Similarly, click the input field and use the retrieved value. Select the response content generated by ChatGPT.
  • Assignee: If you want to set a user ID, please enter it. It's an optional field, so leaving it blank is fine.

Once you've finished entering, execute "Test".
If the test is successful, the retrieved data as shown below will be displayed.

Check if the data is reflected in the GitHub Issue. If the test operation content is reflected as shown in the image below, it's OK.

Finally, return to the Yoom screen and select "Save".

Step 6: Turn ON the Trigger and Check Operation

Since the settings are complete, turn the trigger "ON" and check the operation.

If You Want to Integrate GitHub Data with ChatGPT

This time, we introduced how to integrate data from ChatGPT to GitHub, but if you want to implement data integration from GitHub to ChatGPT, please also use the template below.

When a GitHub Issue is Created, Analyze the Content with ChatGPT and Add a Comment

ChatGPT automatically analyzes and adds appropriate comments, which can improve the efficiency of Issue management. This flow is recommended for those managing a large number of Issues on GitHub and taking time to respond.

Generate a Summary with ChatGPT and Add a Comment When a Pull Request is Created on GitHub

Automatically generating summaries for pull requests created on GitHub can improve review efficiency. This flow is recommended for those who want to streamline collaboration within their development team using GitHub.

Other Automation Examples Using ChatGPT and GitHub API

In addition to integration with GitHub, leveraging the ChatGPT API can streamline and automate various tasks. If you're interested, please try these automation templates!

Convenient Automation Examples Using ChatGPT

"Spending too much time on email responses," "Burdened by meeting minutes creation," "Struggling to keep up with information organization" — these issues can be smoothly resolved with the combination of ChatGPT and Yoom. Here, we carefully select and introduce automation templates that can significantly enhance work efficiency.

Convenient Automation Examples Using GitHub

"It's difficult to manually share updates" or "Information is scattered across different tools and hard to manage"—such issues can be efficiently resolved by integrating GitHub with other tools. Here, we have selected automation templates that streamline progress management and team collaboration.

In Conclusion

By integrating ChatGPT with GitHub, you can proceed with tasks that were previously done manually in a smarter way.
With Yoom, even without programming knowledge, you can easily systematize the necessary data integration.

Why not incorporate this system, which simultaneously enhances the accuracy and efficiency of your work, into your job?
If you think "This looks usable!", please register for Yoom for free and start a new way of working.

The person who wrote this article
h.hamada
I had about 8 years of sales and office work experience at an insurance agency. While dealing with customers, we have been organizing the operations of each branch office and working to improve efficiency and leveling them. While carrying out the main business, we will use tools determined by the company to disseminate various contents so that it can contribute to improving the work efficiency of everyone who is inputted and managed.
Tags
ChatGPT
GitHub
Automatic
Automation
Integration
Related Apps
App integration
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