diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..c90f937
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,9 @@
+[flake8]
+max-line-length = 120
+extend-exclude =
+    docs/*,
+    setup.py
+extend-ignore = E203
+per-file-ignores =
+    */__init__.py:F401,F403
+    examples/*,tests/*:E402
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3dffbef..86c08d9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -4,8 +4,6 @@
 name: CI
 
 on:
-  push:
-    branches: [ "master" ]
   pull_request:
     branches: [ "master" ]
 
@@ -21,6 +19,9 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
     - uses: actions/checkout@v3
+      with:
+        # requites to  grab the history of the PR
+        fetch-depth: 0
     - name: Set up Python
       uses: actions/setup-python@v3
       with:
@@ -29,12 +30,13 @@ jobs:
       run: |
         python -m pip install --upgrade pip
         pip install -r requirements/ci_requirements.txt
-    - name: Analysing the code with pylint
-      run: |
-        pylint mindpet --rcfile=.github/pylint.conf
+    - name: Lint with pre-commit
+      uses: pre-commit/action@v3.0.0
+      with:
+        extra_args: --color=always --from-ref ${{ github.event.pull_request.base.sha }} --to-ref ${{ github.event.pull_request.head.sha }}
     - name: Test with unit test (UT) pytest
       run: |
         pytest test/unit_test
     - name: Test with system test (ST) pytest
       run: |
-        pytest test/developer_test
\ No newline at end of file
+        pytest test/developer_test
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..ff897d2
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,34 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.3.0
+    hooks:
+      # list of supported hooks: https://pre-commit.com/hooks.html
+      - id: check-yaml
+      - id: debug-statements
+      - id: end-of-file-fixer
+      - id: mixed-line-ending
+        args: ["--fix=lf"]
+      - id: trailing-whitespace
+
+  - repo: https://github.com/PyCQA/isort
+    rev: 5.11.5
+    hooks:
+      - id: isort
+        args: ['--profile', 'black']
+
+  - repo: https://github.com/psf/black
+    rev: 23.1.0
+    hooks:
+      - id: black
+
+  - repo: https://github.com/PyCQA/flake8
+    rev: 5.0.4
+    hooks:
+      - id: flake8
+
+  - repo: https://github.com/pylint-dev/pylint
+    rev: v2.14.5
+    hooks:
+      - id: pylint
+        args: [ "-rn", "-sn", "--rcfile=pylintrc", "--fail-on=I" ]
+        exclude: tests(/\w*)*/functional/|tests/input|tests(/\w*)*data/|doc/