---
title: "Contributing to Agency Swarm"
description: "Learn how to contribute to Agency Swarm"
icon: "code-fork"
---

We welcome contributions to Agency Swarm! By contributing, you help improve the framework for everyone. Here's how you can get involved:

## Setting Up Your Development Environment

### Prerequisites

- Python 3.12 or higher
- Pip
- Git

### Setup

1. Clone the repository:
   ```bash
   git clone https://github.com/VRSEN/agency-swarm.git
   cd agency-swarm
   ```
2. Create and activate a virtual environment (recommended):
   ```bash
   python -m venv .venv
   source .venv/bin/activate  # On Windows use `.venv\Scripts\activate`
   ```
3. Install dependencies including development tools:
   ```bash
   pip install -e ".[dev]"
   ```

4. Install Pre-Commit Hooks:
   ```bash
   pip install pre-commit
   pre-commit install
   ```

## Running Tests

<Tip>
  Testing ensures that your contributions work as intended and do not break existing functionality.
</Tip>

<Steps titleSize="h3">

<Step title="Install Test Dependencies" icon="download" iconType="solid">
Ensure all test dependencies are installed.

```bash
pip install -e ".[dev]"
```

</Step>

<Step title="Run Tests" icon="play" iconType="solid">
Run the test suite using Pytest.

```bash
pytest
```

</Step>

<Step title="Check Test Coverage" icon="chart-bar" iconType="solid">
Check the test coverage to ensure comprehensive testing.

```bash
pytest --cov=agency_swarm tests/
```

</Step>

</Steps>

## Submitting Changes

<AccordionGroup>

  <Accordion title="Create Branch" icon="code-branch" iconType="solid">
    Create a branch for your work:
    ```bash
    git checkout -b feature/your-feature-name
    ```
  </Accordion>

  <Accordion title="Commit Changes" icon="git" iconType="solid">
    Commit your updates:
    ```bash
    git add .
    git commit -m "Add [feature]: Description"
    ```
  </Accordion>

  <Accordion title="Push Branch" icon="code-fork" iconType="solid">
    Push your branch:
    ```bash
    git push origin feature/your-feature-name
    ```
  </Accordion>

  <Accordion title="Open PR" icon="paper-plane" iconType="solid">
    Open a pull request on GitHub:
    ```markdown
    - Provide a concise title and description.
    - Reference related issues.
    ```
  </Accordion>

</AccordionGroup>

### Code Style and Linting

This project uses `ruff` for linting and code formatting. Configuration for this tool can be found in `pyproject.toml`.

Before committing your changes, please check and fix linting errors:

```bash
ruff check . --fix
```

It's recommended to install these tools in your development environment. If you followed the setup instructions, they should already be installed via:

```bash
pip install -e ".[dev]"
```
