build(pre-commit): add ruff and black hooks

Configures the pre-commit framework to automatically run ruff and black on staged files.

- Ruff is set to run with `--fix` to auto-correct linting errors.
- Black enforces consistent code formatting across the project.

This ensures all code is linted and formatted before being committed, improving overall code quality and consistency.

Author: SamoraHunter

.pre-commit-config.yaml

@@ -14,3 +14,14 @@ repos:
     hooks:
       - id: nbstripout
         files: \.ipynb$
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.15.0
+    hooks:
+      - id: ruff
+        args: [ --fix ]
+
+  - repo: https://github.com/psf/black
+    rev: 26.1.0
+    hooks:
+      - id: black