diff --git a/.codeclimate.yml b/.codeclimate.yml
new file mode 100644
index 000000000..453396f07
--- /dev/null
+++ b/.codeclimate.yml
@@ -0,0 +1,24 @@
+---
+version: "2"
+plugins:
+  duplication:
+    enabled: true
+    config:
+      languages:
+        python:
+          python_version: 3
+  shellcheck:
+    enabled: true
+  pep8:
+    enabled: true
+  fixme:
+    enabled: true
+  sonar-python:
+    enabled: true
+    config:
+      tests_patterns:
+        - bin/*
+        - data/**
+        - doc/*
+        - src/**
+        - tests/**
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8403cb8e8..43afb7d4e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -2,7 +2,7 @@
 stages:
   - build
   - install
-  - tests
+  - test
   - lint
   - doc
   - translation
@@ -13,6 +13,17 @@ default:
   # All jobs are interruptible by default
   interruptible: true
 
+code_quality:
+  tags:
+    - docker
+
+code_quality_html:
+  extends: code_quality
+  variables:
+    REPORT_FORMAT: html
+  artifacts:
+    paths: [gl-code-quality-report.html]
+
 # see: https://docs.gitlab.com/ee/ci/yaml/#switch-between-branch-pipelines-and-merge-request-pipelines
 workflow:
   rules:
@@ -29,4 +40,5 @@ variables:
   YNH_BUILD_DIR: "ynh-build"
 
 include:
+  - template: Code-Quality.gitlab-ci.yml
   - local: .gitlab/ci/*.gitlab-ci.yml
diff --git a/.gitlab/ci/test.gitlab-ci.yml b/.gitlab/ci/test.gitlab-ci.yml
index 1aad46fbe..64ca65d13 100644
--- a/.gitlab/ci/test.gitlab-ci.yml
+++ b/.gitlab/ci/test.gitlab-ci.yml
@@ -3,7 +3,7 @@
     - DEBIAN_FRONTEND=noninteractive SUDO_FORCE_REMOVE=yes apt --assume-yes -o Dpkg::Options::="--force-confold" --allow-downgrades install ./$YNH_BUILD_DIR/*.deb
 
 .test-stage:
-  stage: tests
+  stage: test
   image: "after-install"
   variables:
     PYTEST_ADDOPTS: "--color=yes"
@@ -28,7 +28,7 @@
 ########################################
 
 full-tests:
-  stage: tests
+  stage: test
   image: "before-install"
   variables:
     PYTEST_ADDOPTS: "--color=yes"