Auto startup workspace

Overview

The workspace allows developers to start up a project easily by creating an issue within your requirements.

Usage

Setup repository

• When you come up with an idea then want to implement a software for that idea. Let's start by creating a new repository in our workspace.

• Create GitHub Access Tokens

  • Go to Settings ⟶ Developer Settings ⟶ Personal access tokens ⟶ Generate new token
  • Select All repositories option in Repository access.
  • Grant Read and Write permission for Contents access.
  • Gerate token and copy to clipboard.

• Assign Secret

  • Grant repo token permission to access the repository.
    • From homepage of the created repository. Go to `Settings ⟶ Secrets and variables ⟶ Actions ⟶ New repository secret.
    • Name of the secrets is ACTION_TOKEN
    • Paste the created GitHub Access Tokens.
    • Add secret.
  • Add Gemini API key as secret variable.
    • Name of the secrets is GEMINI_API_KEY
    • Paste the created Gemini API key.
    • Add secret.
  • Add Mando API key as secret variable.
    • Name and value of the secrets is API_KEY = MqQVfJ6Fq1umZnUI7ZuaycciCjxi3gM0

Action Workflow

• From the homepage of the new repository, switch to Action tab to manually set action through set up a workflow yourself →

• This is a simple version of action script.

name: Generate Code from Issue

on:
  issues:
    types: [opened, reopened, edited]

jobs:
  generate-code:
    runs-on: ubuntu-latest
    steps:
    - name: Checkout repository
      uses: actions/checkout@v4
      with:
        token: ${{ secrets.ACTION_TOKEN }}
        
    - name: HyperAgent Generator
      uses: Auto-Actions/hyperagent-action@v2.0.0
      with:
        gemini-api-key: ${{ secrets.GEMINI_API_KEY }}
        api-key: ${{ secrets.API_KEY }}
        github-token: ${{ secrets.ACTION_TOKEN }}
        output-path: 'generated-code'
        programming-language: 'python'
        branch-name: 'feature/ai-generated'
        create-pull-request: 'true'
        model-name: 'gemini-2.5-pro'

• Commit the file as an initial commit. For further actions, you have to update this file as a new commit.

Initial issues

• Then you can switch to Action tab to monitor the development process.

• When the action running finishes, the initial software is already in branch initial.

Demo video

Youtube

Dataset

The dataset for evaluating the framework is available on Huggingface.