Improve pre-commit GitHub Action workflow

- Add pip dependency caching for faster workflow runs
- Pin pytest version for reproducible test environments
- Install package with dev dependencies using pip install -e ".[dev]"

This enhances the reliability and performance of pre-commit checks on PRs.

Author: rafiattrach

.github/workflows/pre-commit.yml

@@ -11,12 +11,23 @@ jobs:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
+
       - uses: actions/setup-python@v5
         with:
           python-version: '3.11'
+
+      - name: Cache pip dependencies
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('pyproject.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install pytest  # Install pytest
-          pip install -e .
+          pip install pytest==7.4.3
+          pip install -e ".[dev]"    # Install package with dev dependencies
+
       - uses: pre-commit/action@v3.0.1