Contributing

See CONTRIBUTING.md in the repository root for the full contribution guidelines.

Quick Workflow

1. Fork the repository on GitHub
2. Branch: git checkout -b feature/my-feature
3. Commit with conventional commit messages
4. Push and open a Pull Request
5. CI runs automatically — all checks must pass
6. Review — at least one approval required

Code Style

• Python: ruff + black formatting, mypy type checking
• Julia: JuliaFormatter.jl
• Java: Google Java Format
• TypeScript/React: Prettier + ESLint

Pre-commit Hooks

Install pre-commit hooks for automated quality checks:

pip install pre-commit
pre-commit install

This runs ruff, mypy, and formatters on every commit.