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Contributing to MeridianAlgo

Welcome to MeridianAlgo — a collaborative hub focused on developing innovative, open-source algorithmic, AI, and quantitative systems for real-world applications in finance, robotics, and automation.

We’re thrilled that you’re interested in contributing. This document outlines how you can help us build, refine, and grow the MeridianAlgo ecosystem.

About Us

MeridianAlgo is dedicated to:

  • Advancing algorithmic intelligence through adaptive and data-driven systems.
  • Developing modular, open-source tools for algorithmic trading, robotics, and analytics.
  • Promoting ethical AI and responsible research through transparency and collaboration.

We believe in open innovation — our work is powered by contributors like you.

How to Contribute

1. Fork & Clone

  1. Fork the repository to your account.

  2. Clone your fork locally:

    git clone https://github.com/<your-username>/<repo-name>.git

  3. Create a new branch for your work:

    git checkout -b feature/your-feature-name

2. Make Your Changes

Follow best practices:

  • Keep commits atomic and descriptive.
  • Write clean, documented code.
  • Follow existing project conventions (naming, formatting, structure).

3. Test Before You Commit

If the project includes testing frameworks:

  • Run all unit and integration tests.
  • Verify your code does not break existing functionality.

4. Submit a Pull Request

  1. Push your branch:

    git push origin feature/your-feature-name

  2. Open a Pull Request on GitHub.

  3. Describe what you changed, why, and any relevant issue numbers.

Our maintainers or research leads will review your PR. Feedback is collaborative — we’re all here to improve the ecosystem together.

Code Style & Standards

We maintain a clean, modular codebase:

  • Follow Google Java/Python Style Guides depending on the language.
  • Use descriptive names and clear comments.
  • Maintain logical separation between core logic, visualization, and data.

Branching Model

Branch Purpose
main Stable, production-ready code
dev Ongoing development
feature/* New experimental features
research/* Experimental models, AI concepts, or prototypes

Contribution Areas

You can contribute to:

  • Algorithm design (ML, optimization, control systems)
  • Financial modeling and simulation
  • Robotics and automation logic
  • Research documentation
  • Visualization, dashboards, and tools
  • Bug fixing, refactoring, and testing

Security

Security is a critical priority for MeridianAlgo. All contributors must adhere to our security practices:

Security Guidelines

  • Never commit sensitive data including API keys, passwords, tokens, or credentials
  • Use environment variables for configuration and secrets
  • Follow secure coding practices for all development work
  • Report vulnerabilities privately through our security disclosure process
  • Keep dependencies updated and regularly scan for security issues

Vulnerability Reporting

If you discover a security vulnerability:

  1. Do not open a public issue - this exposes the vulnerability
  2. Email us at: security@meridianalgo.org
  3. Include detailed information about the vulnerability
  4. Allow us reasonable time to address the issue before disclosure

Security Best Practices

  • Validate all input data and sanitize user inputs
  • Use secure authentication and authorization mechanisms
  • Implement proper error handling without exposing sensitive information
  • Follow the principle of least privilege in all systems
  • Regular security reviews and audits are encouraged

License & Ethics

Contributions to MeridianAlgo are released under multiple licenses. By contributing, you agree that:

  • Your code and ideas may be reused and adapted for non-commercial research.
  • You maintain authorship credit under the open license.
  • You will not submit proprietary or confidential data/code.

Communication

We value open collaboration. You can reach out via:

  • GitHub Discussions for ideas and research talk.
  • Issues for bug reports and feature suggestions.
  • Internal communication (if team member) via Discord / Slack workspace.

Be kind, respectful, and constructive — we’re building something meaningful together.

Code of Conduct

We are committed to providing a welcoming and inclusive environment for all contributors.

Our Standards

  • Respectful Communication: Use welcoming and inclusive language
  • Professional Conduct: Harassment, discrimination, or inappropriate behavior is not tolerated
  • Collaborative Spirit: Focus on what is best for the community
  • Constructive Feedback: Provide helpful, respectful feedback on contributions

Unacceptable Behavior

  • Harassment, discriminatory language, or personal attacks
  • Publishing private information without consent
  • Creating a disruptive or hostile environment
  • Any form of discrimination based on race, gender, religion, age, or background

Reporting

If you experience or witness unacceptable behavior:

  • Contact our conduct team at: conduct@meridianalgo.org
  • All reports will be handled confidentially and professionally
  • We will investigate and take appropriate action

Enforcement

We reserve the right to remove, edit, or reject contributions that do not adhere to this code of conduct. Serious or repeated violations may result in temporary or permanent bans from our community.

Acknowledgements

Every contribution, big or small, shapes the MeridianAlgo ecosystem. Your work directly helps expand the reach of open research and applied AI.

“Innovation thrives where ideas are shared.” — MeridianAlgo