diff --git a/.github/workflows/codeql.yaml b/.github/workflows/codeql.yaml
new file mode 100644
index 0000000000..8810a33c96
--- /dev/null
+++ b/.github/workflows/codeql.yaml
@@ -0,0 +1,57 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: "CodeQL"
+
+on:
+  push:
+    branches:
+      - 'dev'
+  pull_request:
+    branches:
+      - 'dev'
+
+concurrency:
+  group: codeql-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  analyze:
+    if: (github.event_name == 'schedule' && github.repository == 'apache/dolphinscheduler') || (github.event_name != 'schedule')
+    name: Analyze
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v3
+      with:
+        submodules: true
+
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v2
+      with:
+        languages: java
+        queries: +security-and-quality
+
+    - run: |
+        ./mvnw -B clean install \
+          -Dmaven.test.skip \
+          -Dmaven.javadoc.skip \
+          -Dspotless.skip=true \
+          -Prelease
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v2