[MEDIUM] Missing Pre-commit Hooks

## Issue
No pre-commit hooks for code quality, formatting checks, or linting.

**Location:** Repository root

## Problems
- No pre-commit hooks for code quality
- No automatic formatting checks
- No linting on commit

## Recommended Fix
- Add `.pre-commit-config.yaml`
- Include black, flake8, mypy checks
- Add security scanning

