diff --git a/.github/workflows/python_static_analysis.yml b/.github/workflows/python_static_analysis.yml
deleted file mode 100644
index 00f51c1..0000000
--- a/.github/workflows/python_static_analysis.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-name: Python Static Analysis
-
-on:
-  pull_request:
-  push:
-    branches: [main]
-  workflow_dispatch:
-
-jobs:
-  job:
-    runs-on: ubuntu-latest
-
-    steps:
-
-    # https://github.com/actions/setup-python
-    - name: Install Python 3.10
-      uses: actions/setup-python@v4
-      with:
-        python-version: '3.10'
-
-    - name: Install Python dependencies
-      run: |
-        pip install --upgrade pip
-        pip install black 'black[jupyter]' flake8 isort
-
-    # https://github.com/actions/checkout
-    - name: Checkout repository
-      uses: actions/checkout@v3
-
-    - name: Run isort
-      run: isort --check .
-
-    - name: Run black
-      run: black --check .
-
-    - name: Run flake8
-      run: flake8
diff --git a/.github/workflows/static_analysis.yml b/.github/workflows/static_analysis.yml
new file mode 100644
index 0000000..cda5891
--- /dev/null
+++ b/.github/workflows/static_analysis.yml
@@ -0,0 +1,35 @@
+name: Static Analysis
+
+on:
+  pull_request:
+  push:
+    branches: [main]
+  workflow_dispatch:
+
+jobs:
+  job:
+    runs-on: ubuntu-latest
+
+    steps:
+
+    # https://github.com/actions/setup-python
+    - name: Install Python 3.11
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.11'
+
+    - name: Install Python dependencies
+      run: |
+        pip install --upgrade pip
+        pip install black 'black[jupyter]' flake8 isort
+        pip install pre-commit
+
+    # https://github.com/actions/checkout
+    - name: Checkout quantifying
+      uses: actions/checkout@v4
+      with:
+        path: quantifying
+
+    - name: pre-commit
+      run: pre-commit run --show-diff-on-failure --color=always --all-files
+      working-directory: ./quantifying
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 578dd11..d8e7662 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,8 +1,7 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
-exclude: \\.coverage.*
 default_language_version:
-  python: python3.9
+  python: python3.11
 
 ci:
     autofix_commit_msg: |
@@ -16,12 +15,33 @@ ci:
     skip: []
     submodules: false
 
+repos:
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.1.0
+    hooks:
+      - id: check-added-large-files
+      - id: check-ast
+      - id: check-case-conflict
+      - id: check-docstring-first
+      - id: check-executables-have-shebangs
+      - id: check-json
+      - id: check-merge-conflict
+      - id: check-toml
+      - id: check-yaml
+      - id: destroyed-symlinks
+      - id: end-of-file-fixer
+      - id: mixed-line-ending
+        args:
+        - --fix=no
+      - id: trailing-whitespace
+
 repos:
   - repo: local
     hooks:
       - id: black
         name: "Black"
-        entry: black --check
+        entry: black
         language: system
         types: ["file", "python", "text"]
 
@@ -33,6 +53,6 @@ repos:
 
       - id: isort
         name: "isort"
-        entry: isort --check --filter-files
+        entry: isort --filter-files
         language: system
         types: ["file", "python", "text"]
\ No newline at end of file