diff --git a/.github/workflows/close-inactive.yml b/.github/workflows/close-inactive.yml
index 78ea2a12..fb9280d6 100644
--- a/.github/workflows/close-inactive.yml
+++ b/.github/workflows/close-inactive.yml
@@ -28,7 +28,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Find and optionally close inactive issues/PRs
-        uses: actions/github-script@v7
+        uses: actions/github-script@v8
         env:
           INACTIVE_DAYS: ${{ github.event_name == 'workflow_dispatch' && inputs.inactive_days || env.DEFAULT_INACTIVE_DAYS }}
           DRY_RUN: ${{ github.event_name == 'workflow_dispatch' && inputs.dry_run || env.DEFAULT_DRY_RUN }}
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 77a09161..10ce0e3c 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -8,9 +8,32 @@ on:
 jobs:
   pre-commit:
     runs-on: ubuntu-latest
+
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
         with:
           python-version: "3.12"
-      - uses: pre-commit/action@v3.0.1
+
+      - name: Install pre-commit
+        run: |
+          python -m pip install --upgrade pip
+          pip install pre-commit
+
+      - name: Run pre-commit checks
+        run: |
+          pre-commit run --all-files
+
+      # Optional: auto-fix and commit changes back to the branch
+      - name: Auto-fix and push
+        if: github.event_name == 'push'
+        run: |
+          pre-commit run --all-files --show-diff-on-failure
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git add .
+          git commit -m "Apply pre-commit fixes" || echo "No changes to commit"
+          git push