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cpu

GitHub Action

Autofill PR Description with OpenAI

v1.2.0

Autofill PR Description with OpenAI

cpu

Autofill PR Description with OpenAI

Autofill you pull request with a high quality description by harvesting the power of OpenAI and ChatGPT

Installation

Copy and paste the following snippet into your .yml file.

 
              
- name: Autofill PR Description with OpenAI

              
  uses: platisd/[email protected]
Learn more about this action in platisd/openai-pr-description

Choose a version

platisd/openai-pr-description GitHub Action

Autofill the description of your pull requests with the power of OpenAI!

openai-pr-description-screenshot

What does it do?

platisd/openai-pr-description is a GitHub Action that looks at the title as well as the contents of your pull request and uses the OpenAI API to automatically fill up the description of your pull request. Just like ChatGPT would! 🎉
The Action tries to focus on why the changes are needed rather on what they are, like any proper pull request description should.

The GitHub Action will (by default) only run when a PR description is not already provided. In other words it will not accidentally overwrite your existing description, unless you opt-in to do so by setting the overwrite_description input to true. The idea is this Action will save you the time and trouble of writing meaningful pull request descriptions.
You can customize it in different ways. One of them allows the Action to only run on pull requests started by specific users, e.g. the main maintainers of the repository. Keep in mind the OpenAI API is not free to use. That being said, so far it's been rather cheap, i.e. around ~$0.10 for 15-20 pull requests so far.

How can you use it?

  1. Create an account on OpenAI, set up a payment method and get your OpenAI API key.
  2. Add the OpenAI API key as a secret in your repository's settings.
  3. Create a workflow YAML file, e.g. .github/workflows/openai-pr-description.yml with the following contents:
name: Autofill PR description

on: pull_request

jobs:
  openai-pr-description:
    runs-on: ubuntu-22.04

    steps:
      - uses: platisd/openai-pr-description@master
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          openai_api_key: ${{ secrets.OPENAI_API_KEY }}
Input Description Required Default
github_token The GitHub token to use for the Action Yes
openai_api_key The OpenAI API key to use, keep it hidden Yes
pull_request_id The ID of the pull request to use No Extracted from metadata
openai_model The OpenAI model to use No gpt-3.5-turbo
max_tokens The maximum number of prompt tokens to use No 1000
temperature Higher values will make the model more creative (0-2) No 0.6
sample_prompt The prompt to use for giving context to the model No See SAMPLE_PROMPT
sample_response A sample response for giving context to the model No See GOOD_SAMPLE_RESPONSE
completion_prompt The prompt to use for the model to generate the PR description No See COMPLETION_PROMPT
overwrite_description Whether to overwrite the PR description if it already exists No false

Demo

openai-pr-description-screenshot

cpp-command-parser-screenshot

clang-tidy-pr-comments-screenshot

403 error when updating the PR description

If you get a 403 error when trying to update the PR description, it's most likely because the GitHub Action is not allowed to do so. The easiest way forward is to grant the necessary permissions to the GITHUB_TOKEN secret at <your_repo_url>/settings/actions under Workflow permissions.