diff --git a/.github/workflows/clang_format.yml b/.github/workflows/clang_format.yml
deleted file mode 100644
index 089a88125fc..00000000000
--- a/.github/workflows/clang_format.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Clang-Format
-
-on:
-  push:
-    branches:
-      - master
-      - 'dev**'
-  pull_request:
-    paths:
-      - 'tesseract**'
-      - '.github/workflows/clang_format.yml'
-      - '**clang-format'
-  schedule:
-    - cron: '0 5 * * *'
-
-jobs:
-  clang_format:
-    runs-on: ubuntu-20.04
-    steps:
-      - uses: actions/checkout@v1
-
-      - name: Run clang format
-        run: |
-          sudo apt update
-          sudo apt install -y git clang-format-8
-          if [ $? -ge 1 ]; then return 1; fi
-          ./.run-clang-format
-          if [ $? -ge 1 ]; then return 1; fi
-          output=$(git diff)
-          if [ -n "$output" ]; then exit 1; else exit 0; fi
diff --git a/.github/workflows/cmake_format.yml b/.github/workflows/cmake_format.yml
deleted file mode 100644
index 501fbcbdf12..00000000000
--- a/.github/workflows/cmake_format.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: CMake-Format
-
-on:
-  push:
-    branches:
-      - master
-      - 'dev**'
-  pull_request:
-    paths:
-      - 'tesseract**'
-      - '.github/workflows/clang_format.yml'
-      - '**clang-format'
-  schedule:
-    - cron: '0 5 * * *'
-
-jobs:
-  cmake_format:
-    runs-on: ubuntu-20.04
-    steps:
-      - uses: actions/checkout@v2
-
-      - name: Run CMake Lang Format Check
-        run: |
-          sudo pip3 install cmakelang
-          RED='\033[0;31m'
-          NC='\033[0m' # No Color
-          ./.run-cmake-format
-          output=$(git diff)
-          if [ -n "$output" ]; then printf "${RED}CMake format error: run script './.run-cmake-formate'${NC}\n"; fi
-          if [ -n "$output" ]; then printf "${RED}${output}${NC}\n"; fi
-          if [ -n "$output" ]; then exit 1; else exit 0; fi
diff --git a/.github/workflows/pre_commit.yml b/.github/workflows/pre_commit.yml
new file mode 100644
index 00000000000..7da2103ab70
--- /dev/null
+++ b/.github/workflows/pre_commit.yml
@@ -0,0 +1,26 @@
+name: pre-commit
+
+on:
+  push:
+    branches:
+      - master
+      - 'dev**'
+  pull_request:
+  schedule:
+    - cron: '0 5 * * *'
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-22.04
+    env:
+      SKIP: no-commit-to-branch
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v3
+      with:
+        python-version: '3.10'
+    - name: apt
+      run: |
+        sudo apt update
+        sudo apt install -y dos2unix
+    - uses: pre-commit/action@v3.0.1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000000..b3cff37c3ea
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,61 @@
+exclude: ^.*\.dae$
+repos:
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: "v4.5.0"
+  hooks:
+  - id: check-added-large-files
+  - id: check-case-conflict
+  - id: check-merge-conflict
+  - id: check-symlinks
+  - id: check-yaml
+    exclude: .clang-format
+    args: ['--unsafe']
+  - id: check-ast
+  - id: check-docstring-first
+  - id: debug-statements
+  - id: end-of-file-fixer
+  - id: mixed-line-ending
+  - id: trailing-whitespace
+  - id: fix-byte-order-marker
+  - id: check-executables-have-shebangs
+  - id: check-shebang-scripts-are-executable
+  - id: check-json
+  - id: check-toml
+  - id: check-xml
+  - id: detect-private-key
+  - id: no-commit-to-branch
+    args: ['--branch', 'master']
+  - id: forbid-submodules
+- repo: https://github.com/pre-commit/mirrors-clang-format
+  rev: v14.0.6
+  hooks:
+  - id: clang-format
+    types_or: [c++, c, java, c#]
+- repo: https://github.com/hhatto/autopep8
+  rev: v2.0.4
+  hooks:
+  - id: autopep8
+    args: ["--ignore=E402", "-i", "--max-line-length=120"]
+- repo: https://github.com/Kr4is/cmake-format-precommit
+  rev: b912a5a5bce3c479f4cb52763979cc5a8319eb44
+  hooks:
+  - id: cmake-format
+- repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks
+  rev: v2.12.0
+  hooks:
+  - id: pretty-format-yaml
+    args: [--autofix, --indent, '2', '--preserve-quotes']
+    exclude: ^\.clang.*$
+# - repo: https://github.com/efrecon/pre-commit-hook-lxml
+#   rev: v0.1.1
+#   hooks:
+#   - id: format-xml
+#     exclude: ^.*\.svg$
+- repo: local
+  hooks:
+  - id: dos2unix
+    name: dos2unix
+    entry: dos2unix
+    args: ["-n", "-o"]
+    files: '\.(c|cpp|h|hpp|java|cs|i|m|cmake|txt|css|js|ts|html|md|txt|py|yaml|yml|csproj|rst|py\.in|csproj\.in)$'
+    language: system