3.5 KiB
AI Code Reviewer
AI Code Reviewer is a GitHub Action that leverages OpenAI's GPT-4 API to provide intelligent feedback and suggestions on your pull requests. This powerful tool helps improve code quality and saves developers time by automating the code review process.
Features
- Reviews pull requests using OpenAI's GPT-4 API.
- Provides intelligent comments and suggestions for improving your code.
- Filters out files that match specified exclude patterns.
- Easy to set up and integrate into your GitHub workflow.
Setup
-
To use this GitHub Action, you need an OpenAI API key. If you don't have one, sign up for an API key at OpenAI.
-
Add the OpenAI API key as a GitHub Secret in your repository with the name
OPENAI_API_KEY
. You can find more information about GitHub Secrets here. -
Create a
.github/workflows/main.yml
file in your repository and add the following content:
name: AI Code Reviewer
on:
pull_request:
types:
- opened
- synchronize
permissions: write-all
jobs:
review:
runs-on: ubuntu-latest
steps:
- name: Checkout Repo
uses: actions/checkout@v3
- name: AI Code Reviewer
uses: your-username/ai-code-reviewer@main
with:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # The GITHUB_TOKEN is there by default so you just need to keep it like it is and not necessarily need to add it as secret as it will throw an error. [More Details](https://docs.github.com/en/actions/security-guides/automatic-token-authentication#about-the-github_token-secret)
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
OPENAI_API_MODEL: "gpt-4o" # Optional: defaults to "gpt-4o"
config-file: .github/config/rules.yaml # Required
- Create a
.github/config/rules.yaml
file in your repository and customise the rules you would like:
# .github/config/rules.yaml
# Global rules that apply to all files/directories unless overridden
global: [
"Always be concise",
"Always consider security vulnerabilities"
]
# Rules for specific file extensions - keys are glob patterns
extensions:
[".ts", ".js"]: ["Always use export default"]
"tsx": ["Always use arrow functions"]
# Rules for specific directories - keys are glob patterns
directories:
"**/resolvers/**": ["Always use mocks in tests"]
"src/**": ["Always write tests"]
# Paths to ignore completely
ignore:
- ".git"
- "node_modules"
- "dist"
- "build"
- "_build"
- "csv"
- "json"
-
Replace
your-username
with your GitHub username or organization name where the AI Code Reviewer repository is located. -
Commit the changes to your repository, and AI Code Reviewer will start working on your future pull requests.
How It Works
The AI Code Reviewer GitHub Action retrieves the pull request diff, filters out excluded files, filters the coding style rules from rules.yaml to only include those relevant to the file, and sends code chunks to the OpenAI API. It then generates review comments based on the AI's response and adds them to the pull request.
Contributing
Contributions are welcome! Please feel free to submit issues or pull requests to improve the AI Code Reviewer GitHub Action.
Let the maintainer generate the final package (yarn build
& yarn package
).
License
This project is licensed under the MIT License. See the LICENSE file for more information.