Write professional, uniform, and clean Python code by adhering to these guidelines.
- Naming: Use clear naming formats. Variables should represent content details.
- Modularity: Design code split cleanly into functions and classes.
- Error Handlers: Always account for boundary checks.
- Adhere strictly to PEP 8, write docstrings, use type annotations, and manage dependencies inside virtual environments.