diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
new file mode 100644
index 000000000..5de58d77d
--- /dev/null
+++ b/.github/workflows/pre-commit.yml
@@ -0,0 +1,48 @@
+---
+name: pre-commit
+on:
+  pull_request:
+  push:
+  workflow_dispatch:
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    env:
+      RAW_LOG: pre-commit.log
+      CS_XML: pre-commit.xml
+    steps:
+      - run: sudo apt-get update && sudo apt-get install cppcheck uncrustify
+        if: false
+      - uses: actions/checkout@v4
+      - run: python -m pip install pre-commit
+      - uses: actions/cache/restore@v4
+        with:
+          path: ~/.cache/pre-commit/
+          key: pre-commit-4|${{ env.pythonLocation }}|${{ hashFiles('.pre-commit-config.yaml') }}
+      - name: Run pre-commit hooks
+        env:
+          SKIP: no-commit-to-branch
+        run: |
+          set -o pipefail
+          pre-commit gc
+          pre-commit run --show-diff-on-failure --color=always --all-files | tee ${RAW_LOG}
+      - name: Convert Raw Log to Checkstyle format (launch action)
+        uses: mdeweerd/logToCheckStyle@v2025.1.1
+        if: ${{ failure() }}
+        with:
+          in: ${{ env.RAW_LOG }}
+          # out: ${{ env.CS_XML }}
+      - uses: actions/cache/save@v4
+        if: ${{ ! cancelled() }}
+        with:
+          path: ~/.cache/pre-commit/
+          key: pre-commit-4|${{ env.pythonLocation }}|${{ hashFiles('.pre-commit-config.yaml') }}
+      - name: Provide log as artifact
+        uses: actions/upload-artifact@v4
+        if: ${{ ! cancelled() }}
+        with:
+          name: precommit-logs
+          path: |
+            ${{ env.RAW_LOG }}
+            ${{ env.CS_XML }}
+          retention-days: 2
diff --git a/aider/coders/editblock_fenced_coder.py b/aider/coders/editblock_fenced_coder.py
index 80e5036ea..cd09e27c5 100644
--- a/aider/coders/editblock_fenced_coder.py
+++ b/aider/coders/editblock_fenced_coder.py
@@ -5,5 +5,6 @@ from .editblock_fenced_prompts import EditBlockFencedPrompts
 
 class EditBlockFencedCoder(EditBlockCoder):
     """A coder that uses fenced search/replace blocks for code modifications."""
+
     edit_format = "diff-fenced"
     gpt_prompts = EditBlockFencedPrompts()
diff --git a/aider/coders/help_coder.py b/aider/coders/help_coder.py
index fcb1e6aa1..311805af7 100644
--- a/aider/coders/help_coder.py
+++ b/aider/coders/help_coder.py
@@ -5,6 +5,7 @@ from .help_prompts import HelpPrompts
 
 class HelpCoder(Coder):
     """Interactive help and documentation about aider."""
+
     edit_format = "help"
     gpt_prompts = HelpPrompts()
 
diff --git a/aider/linter.py b/aider/linter.py
index 51ed40b70..9c980366d 100644
--- a/aider/linter.py
+++ b/aider/linter.py
@@ -1,10 +1,11 @@
 import os
+import oslex
 import re
+import shlex
 import subprocess
 import sys
 import traceback
 import warnings
-import oslex
 from dataclasses import dataclass
 from pathlib import Path
 
diff --git a/benchmark/refactor_tools.py b/benchmark/refactor_tools.py
index 117770a67..03812b0c1 100755
--- a/benchmark/refactor_tools.py
+++ b/benchmark/refactor_tools.py
@@ -132,7 +132,7 @@ def find_non_self_methods(path):
         with open(filename, "r") as file:
             try:
                 node = ast.parse(file.read(), filename=filename)
-            except:
+            except:  # noqa: E722
                 pass
             checker = SelfUsageChecker()
             checker.visit(node)
diff --git a/pyproject.toml b/pyproject.toml
index f7b25eee8..928c5fee2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,5 +48,5 @@ build-backend = "setuptools.build_meta"
 write_to = "aider/_version.py"
 
 [tool.codespell]
-skip = "*.svg,Gemfile.lock"
+skip = "*.svg,Gemfile.lock,tests/fixtures/*,aider/website/*"
 write-changes = true
diff --git a/scripts/30k-image.py b/scripts/30k-image.py
index 9a62206e4..29924d424 100644
--- a/scripts/30k-image.py
+++ b/scripts/30k-image.py
@@ -1,4 +1,5 @@
 #!/usr/bin/env python
+# flake8: noqa: E501
 """
 Generate a celebratory SVG image for Aider reaching 30,000 GitHub stars.
 This creates a shareable social media graphic with confetti animation.
@@ -7,7 +8,6 @@ This creates a shareable social media graphic with confetti animation.
 import argparse
 import base64
 import math
-import os
 import random
 from pathlib import Path
 
diff --git a/scripts/dl_icons.py b/scripts/dl_icons.py
index 8240ca641..7d878c907 100644
--- a/scripts/dl_icons.py
+++ b/scripts/dl_icons.py
@@ -3,7 +3,6 @@
 Download Material Design Icons SVGs used in the README and save to local assets.
 """
 
-import os
 from pathlib import Path
 
 import requests
diff --git a/scripts/redact-cast.py b/scripts/redact-cast.py
index 91f230e87..c7a1e4ea8 100755
--- a/scripts/redact-cast.py
+++ b/scripts/redact-cast.py
@@ -1,7 +1,5 @@
 #!/usr/bin/env python3
 import json
-import os
-import re
 import sys
 
 import pyte
diff --git a/tests/basic/test_watch.py b/tests/basic/test_watch.py
index 524f80e08..16e4f8206 100644
--- a/tests/basic/test_watch.py
+++ b/tests/basic/test_watch.py
@@ -155,7 +155,7 @@ def test_ai_comment_pattern():
     assert (
         question_js_has_bang == "?"
     ), "Expected at least one bang (!) comment in watch_question.js fixture"
-    
+
     # Test Lisp fixture
     lisp_path = fixtures_dir / "watch.lisp"
     lisp_lines, lisp_comments, lisp_has_bang = watcher.get_ai_comments(str(lisp_path))