Implement Unified Pre-commit Configuration Structure

[dorbanianas]

Currently, our project lacks a unified pre-commit configuration structure, resulting in inconsistencies and potential maintenance issues. To streamline our development process and ensure code quality, we propose implementing a standardized pre-commit configuration across the project.