Workday Copilot 🤖

A Chrome extension built with WXT that automates Workday job application forms using local LLM integration. Save time by automatically filling out job applications with your saved resume data.

🎥 Demo

🌟 Features

• Local LLM Integration: Privacy-focused form filling using your local machine's computing power
• Smart Form Detection: Automatically identifies and fills Workday application forms
• Resume Data Management: Save and manage resume data.
• Automatic Navigation: Seamlessly moves through application pages
• Error Recovery: Intelligent retry mechanism for failed form fields
• Privacy First: All data stays on your local machine

🚀 Quick Start

Prerequisites

• Node.js (v18 or higher)
• pnpm
• Chrome/Chromium browser
• LM Studio installed

Installation

1. Clone the repository:

git clone https://github.com/yourusername/workday-copilot.git
cd workday-copilot

2. Install dependencies:

pnpm install

3. Start development server:

pnpm dev

4. Build for production (optional):

pnpm build

Local LLM Setup

1. Download and install LM Studio
2. Download your preferred model from Hugging Face
   • Recommended models:
     • Mixtral
     • Llama 2
     • OpenHermes
3. Load the model in LM Studio and start the local API server
4. Update the model endpoint in the extension configuration

💡 Usage

1. Initial Setup

   • Install the extension
   • Open extension popup
   • Navigate to settings
   • Add your resume data

2. Using the Extension

   • Navigate to any Workday job application
   • Click the extension icon
   • Select your resume profile
   • Click "Start Autofill"

3. Managing Data

   • Access saved data through the extension popup
   • Edit or delete existing data

🛠️ Technical Details

Architecture

workday-copilot/
├── src/
│   ├── components/       # React components
│   ├── content/         # Content scripts
│   ├── background/      # Service worker
│   ├── popup/          # Extension popup
│   ├── utils/          # Utility functions
│   └── types/          # TypeScript types
├── public/             # Static assets
└── wxt.config.ts       # WXT configuration

Tech Stack

• 🛠️ WXT (Web Extension Tools)
• ⚛️ React + TypeScript
• 🎨 TailwindCSS
• 🤖 Local LLM Integration
• 📦 pnpm for package management

🤝 Contributing

We love contributions! Please follow these steps:

1. Fork the repository
2. Create a feature branch

git checkout -b feature/amazing-feature

3. Commit your changes

git commit -m 'Add some amazing feature'

4. Push to your branch

git push origin feature/amazing-feature

5. Open a Pull Request

Development Guidelines

• Follow the existing code style
• Add tests for new features
• Update documentation as needed
• Ensure all tests pass before submitting PR
• Add meaningful commit messages

🧪 Testing

# Run unit tests
pnpm test

# Run e2e tests
pnpm test:e2e

# Run linting
pnpm lint

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🔮 Roadmap

• Support for multiple job board platforms
• AI-powered cover letter generation
• Custom form field mapping
• Resume parsing improvements
• Multi-language support

⚠️ Troubleshooting

Common Issues

1. LLM Connection Failed

   • Ensure LM Studio is running
   • Check if the API endpoint is correct
   • Verify model is properly loaded

2. Form Fill Errors

   • Check console for specific error messages
   • Verify resume data format
   • Ensure all required fields have mappings

📞 Support

• Create an issue in the GitHub repository
• Join our Discord community
• Check the FAQ section

🙏 Acknowledgments

• WXT team for the amazing extension framework
• LM Studio for local LLM capabilities
• All our contributors and supporters

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Made with ❤️ by the open-source community