diff --git a/.github/workflows/dep.yml b/.github/workflows/dep.yml
index 4aaf7d94c5c..b0cd590cfd1 100644
--- a/.github/workflows/dep.yml
+++ b/.github/workflows/dep.yml
@@ -17,14 +17,13 @@
 
 name: Dependency
 
-# This GitHub workflow checks style & dependency issues.
-
 on:
   pull_request:
     branches:
       - master
       - branch-*
     paths:
+      # dependency check happens only pom changes
       - '**/pom.xml'
 
 concurrency:
@@ -32,25 +31,30 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  MAVEN_OPTS: -Dorg.slf4j.simpleLogger.defaultLogLevel=error
+  MAVEN_OPTS: -Dorg.slf4j.simpleLogger.defaultLogLevel=warn
 
 jobs:
-  linter:
+  dep:
     name: Dependency check
     runs-on: ubuntu-20.04
     steps:
       - uses: actions/checkout@v2
-      - name: Setup JDK 8
+      - name: setup java
         uses: actions/setup-java@v2
         with:
           distribution: zulu
           java-version: 8
           cache: 'maven'
           check-latest: false
-      - name: Maven install
+      - name: build
         run: >-
-          build/mvn clean install -Pflink-provided,spark-provided
-          -Dmaven.javadoc.skip=true -Drat.skip=true -Dscalastyle.skip=true -Dspotless.check.skip -DskipTests
+          build/mvn clean install
+          -Pflink-provided,spark-provided
+          -Dmaven.javadoc.skip=true
+          -Drat.skip=true
+          -Dscalastyle.skip=true
+          -Dspotless.check.skip
+          -DskipTests
           -pl kyuubi-ctl,kyuubi-server,kyuubi-assembly -am
       - name: Check dependency list
         run: build/dependency.sh
diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml
index 01b833ce89a..5ea9ba16b98 100644
--- a/.github/workflows/style.yml
+++ b/.github/workflows/style.yml
@@ -17,8 +17,6 @@
 
 name: Style
 
-# This GitHub workflow checks style & dependency issues.
-
 on:
   pull_request:
     branches: