diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index d0707c1..faeac1c 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -12,3 +12,22 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
       - uses: pre-commit/action@v3.0.1
+
+  format-code:
+    runs-on: ubuntu-latest
+    permissions:
+      # Give the default GITHUB_TOKEN write permission to commit and push the
+      # added or changed files to the repository.
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+      - name: Install pre-commit
+        run: pip install pre-commit
+
+      - name: Run pre-commit
+        run: pre-commit run --all-files
+        continue-on-error: true
+
+      # Commit all changed files back to the repository
+      - uses: stefanzweifel/git-auto-commit-action@v5
diff --git a/cspell-tool.txt b/cspell-tool.txt
index 177ea5d..4389e35 100644
--- a/cspell-tool.txt
+++ b/cspell-tool.txt
@@ -24,4 +24,6 @@ docstrings
 sweepai
 pygithub
 sandboxed
-biomejs
\ No newline at end of file
+biomejs
+miniconda
+stefanzweifel
\ No newline at end of file