Robin AI

Named after Batman's assistant, Robin AI is an open source Github project that automatically reviews Github pull requests, providing a score (0-100), suggested improvements, and sample code for improvement.

Installation

To use Robin AI in your Github project, you'll need to add it as a Github action. Here's how:

1. In your Github repository, navigate to the "Actions" tab.
2. Click on the "New workflow" button.
3. Select the option to "Set up a workflow yourself".
4. Copy and paste the following code into the new file:

name: Robin AI Reviewer

on:
  pull_request:
    branches: [main]
    types:
      - opened
      - reopened
      - ready_for_review

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout code
        uses: actions/checkout@v3
      - name: Robin AI Reviewer
        uses: Integral-Healthcare/robin-ai-reviewer@v[INSERT_LATEST_RELEASE]
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          OPEN_AI_API_KEY: ${{ secrets.OPEN_AI_API_KEY }}
          files_to_ignore: |
            "README.md"
            "assets/*"
            "package-lock.json"

5. Save the file with a name like robin.yml.
6. Create a secret in your Github repository called OPEN_AI_API_KEY and set it to the value of your Open AI API key.

With those steps complete, Robin AI will automatically run every time a pull request is opened or edited in your Github repository.

Arguments

Name	Required	Default Value	Description
GITHUB_TOKEN	Yes	Automatically supplied	A Github access token with the repo and pull_request scopes.
OPEN_AI_API_KEY	Yes	N/A	An API key from Open AI's developer portal.
gpt_model_name	No	gpt-3.5-turbo	The name of the GPT model to use for text generation.
github_api_url	No	https://api.github.com	The URL for the Github API endpoint. (Only relevant to enterprise customers.)
files_to_ignore	No	(empty string)	A whitespace delimited list of files to ignore.

OPEN_AI_API_KEY

You'll have to navigate to OpenAI's developer portal to generate an API key. Further, you'll have to put a card on file before the API key will become active. You can see the pricing details here, but for the default gpt-3.5-turbo model, pricing is $0.0015 / 1K tokens, which translates to < $2 / month even for organizations making daily pull requests.

Usage

When Robin AI runs, it will post a comment on the pull request with its score out of 100, suggested improvements, and sample code for improvement. You can use this information to improve the quality of your code and make your pull requests more likely to be accepted.

Performance

Great emphasis has been put on ensuring a performant runtime.

Metric	Value
Docker Image Size	15.6MB
Average Action Runtime	14s

The Docker image for Robin AI has a size of 15.6MB, which is relatively small and should be quick to download and use. On average, the Robin AI Github action runtime is 14 seconds, which means that it should be able to process pull requests quickly and efficiently. These metrics may vary depending on factors such as the size and complexity of the code being reviewed, the speed of the internet connection, and the availability of Open AI's API.

Demo

Here's a link to the demo

Contributing

If you'd like to contribute to Robin AI, we welcome your input! Please feel free to submit issues or pull requests on our Github repository. You may also message me on twitter.

License

Robin AI is licensed under the MIT License. See LICENSE for more information.