diff --git a/.github/workflows/code-quality.yml b/.github/workflows/code-quality.yml
index 5f249f9..9133aab 100644
--- a/.github/workflows/code-quality.yml
+++ b/.github/workflows/code-quality.yml
@@ -24,16 +24,11 @@ jobs:
           java-version: '25'
       - name: Run Checkstyle
         run: mvn --batch-mode checkstyle:check
-      - name: Install reviewdog
-        uses: reviewdog/action-setup@v1
+      - name: Annotate Checkstyle results
+        if: always()
+        uses: jwgmeligmeyling/checkstyle-github-action@v1
         with:
-          reviewdog_version: latest
-      - name: Annotate Checkstyle results in PR
-        if: github.event_name == 'pull_request'
-        run: |
-          reviewdog -f=checkstyle -name="checkstyle" -reporter=github-pr-review -level=error -fail-on-error < target/checkstyle-result.xml
-        env:
-          REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          path: target/checkstyle-result.xml
 
   coverage:
     runs-on: ubuntu-latest
diff --git a/docs/_config.yml b/docs/_config.yml
index 01c03d0..28b0812 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -9,6 +9,7 @@ baseurl: "/JavaQueryBuilder"
 # ── Appearance ────────────────────────────────────────────────────────────────
 color_scheme: javaquerybuilder
 heading_anchors: true
+remote_theme: just-the-docs/just-the-docs
 
 # ── Header links ──────────────────────────────────────────────────────────────
 aux_links:
diff --git a/pom.xml b/pom.xml
index baad13c..449b7f5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -5,7 +5,7 @@
 
     <groupId>com.github.EzFramework</groupId>
     <artifactId>java-query-builder</artifactId>
-    <version>1.0.6</version>
+    <version>1.0.7</version>
     <packaging>jar</packaging>
 
     <name>JavaQueryBuilder</name>