diff --git a/.github/workflows/generate-release-notes.yaml b/.github/workflows/generate-release-notes.yaml
new file mode 100644
index 000000000..46b8e7897
--- /dev/null
+++ b/.github/workflows/generate-release-notes.yaml
@@ -0,0 +1,182 @@
+name: Generate Release Notes
+
+on:
+  push:
+    tags:
+      - "v*.*.*"
+  workflow_dispatch: ~
+
+jobs:
+  generate-release-notes:
+    runs-on: ubuntu-latest
+    env:
+      DASHSCOPE_API_KEY: ${{ secrets.HIGRESS_OPENAI_API_KEY }}
+      MODEL_NAME: ${{ secrets.HIGRESS_OPENAI_API_MODEL }}
+      MODEL_SERVER: ${{ secrets.MODEL_SERVER }}
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Go
+        uses: actions/setup-go@v5
+        with:
+          go-version: 1.24
+
+      - name: Clone GitHub MCP Server
+        run: |
+          git clone https://github.com/github/github-mcp-server.git
+          cd github-mcp-server
+          go build -o ../github-mcp-serve ./cmd/github-mcp-server
+          cd ..
+          chmod u+x github-mcp-serve
+
+      - name: Setup Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+
+      - name: Clone Higress Report Agent
+        run: |
+          git clone https://github.com/higress-group/higress-report-agent.git
+          mv github-mcp-serve higress-report-agent/
+
+      - name: Create Release Report Script
+        run: |
+          cat > generate_release_report.sh << 'EOF'
+          #!/bin/bash
+          # Script to generate release notes for Higress projects
+
+          echo "Fetching GitHub generated release notes for ${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}..."
+          curl -L \
+              "https://github.com/${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}/releases/tag/${RELEASE_VERSION}" \
+              -o release_page.html
+
+          echo "Extracting PR numbers from ${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME} release notes..."
+          PR_NUMS=$(cat release_page.html | grep -o "/${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}/pull/[0-9]*" | grep -o "[0-9]*$" | sort -n | uniq | tr '\n' ',')
+          PR_NUMS=${PR_NUMS%,}
+          if [ -z "${PR_NUMS}" ]; then
+              echo "No PR numbers found in release notes for ${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME} tag=${RELEASE_VERSION}."
+              exit 0
+          fi
+
+          echo "Identifying important PRs..."
+          IMPORTANT_PR_NUMS=$(cat release_page.html | grep -o "<strong>.*/${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}/pull/[0-9]*.*</strong>" | grep -o "pull/[0-9]*" | grep -o "[0-9]*" | sort -n | uniq | tr '\n' ',')
+          IMPORTANT_PR_NUMS=${IMPORTANT_PR_NUMS%,}
+
+          rm release_page.html
+
+          echo "Extracted PR numbers for ${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}: ${PR_NUMS}"
+          echo "Important PR numbers: ${IMPORTANT_PR_NUMS}"
+
+          echo "Generating detailed release notes for ${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}..."
+          cd higress-report-agent
+          pip install uv
+          uv sync
+          if [ -n "${IMPORTANT_PR_NUMS}" ]; then
+              uv run report_main.py --mode 2 --choice 2 --pr_nums ${PR_NUMS} --important_prs ${IMPORTANT_PR_NUMS}
+          else
+              uv run report_main.py --mode 2 --choice 2 --pr_nums ${PR_NUMS}
+          fi
+          cp report.md ../
+          cp report.EN.md ../
+          cd ..
+
+          # 去除版本号前缀v
+          CLEAN_VERSION=${RELEASE_VERSION#v}
+
+          echo "Creating release notes directory for version ${RELEASE_VERSION}..."
+          mkdir -p release-notes/${CLEAN_VERSION}
+
+          echo "# ${REPORT_TITLE}" >>release-notes/${CLEAN_VERSION}/README_ZH.md
+          sed 's/# Release Notes//' report.md >>release-notes/${CLEAN_VERSION}/README_ZH.md
+          echo "\n" >>release-notes/${CLEAN_VERSION}/README_ZH.md
+
+          echo "# ${REPORT_TITLE}" >>release-notes/${CLEAN_VERSION}/README.md
+          sed 's/# Release Notes//' report.EN.md >>release-notes/${CLEAN_VERSION}/README.md
+          echo "\n" >>release-notes/${CLEAN_VERSION}/README.md
+
+          rm report.md
+          rm report.EN.md
+          echo "${REPORT_TITLE} release notes saved to release-notes/${CLEAN_VERSION}/"
+
+          EOF
+          chmod +x generate_release_report.sh
+
+      - name: Generate Release Notes for Higress
+        env:
+          GITHUB_REPO_OWNER: alibaba
+          GITHUB_REPO_NAME: higress
+          GITHUB_PERSONAL_ACCESS_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REPORT_TITLE: Higress
+        run: |
+          export RELEASE_VERSION=$(cat ${GITHUB_WORKSPACE}/VERSION)
+          bash generate_release_report.sh
+
+      - name: Generate Release Notes for Higress Console
+        env:
+          GITHUB_REPO_OWNER: higress-group
+          GITHUB_REPO_NAME: higress-console
+          GITHUB_PERSONAL_ACCESS_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          REPORT_TITLE: Higress Console
+        run: |
+          export RELEASE_VERSION=$(grep "^higress-console:" ${GITHUB_WORKSPACE}/DEP_VERSION | head -n1 | sed 's/higress-console: //')
+          bash generate_release_report.sh
+
+      - name: Create Update Release Notes Script
+        run: |
+          cat > update_release_note.sh << 'EOF'
+          #!/bin/bash
+          CLEAN_VERSION=${RELEASE_VERSION#v}
+
+          RELEASE_INFO=$(curl -s -L \
+            -H "Accept: application/vnd.github+json" \
+            -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+            -H "X-GitHub-Api-Version: 2022-11-28" \
+            https://api.github.com/repos/${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}/releases/tags/${RELEASE_VERSION})
+          RELEASE_ID=$(echo $RELEASE_INFO | jq -r .id)
+
+          RELEASE_NOTES=$(cat release-notes/${CLEAN_VERSION}/README.md | awk '{printf "%s\\r\\n", $0}')
+
+          curl -L \
+              -X PATCH \
+              -H "Accept: application/vnd.github+json" \
+              -H "Authorization: Bearer ${GITHUB_TOKEN}" \
+              -H "X-GitHub-Api-Version: 2022-11-28" \
+              https://api.github.com/repos/${GITHUB_REPO_OWNER}/${GITHUB_REPO_NAME}/releases/${RELEASE_ID} \
+              -d "{\"tag_name\":\"${RELEASE_VERSION}\",\"name\":\"${RELEASE_VERSION}\",\"body\":\"${RELEASE_NOTES}\",\"draft\":false,\"prerelease\":false}"
+
+          EOF
+          chmod +x update_release_note.sh
+
+      - name: Update Release Notes
+        env:
+          GITHUB_REPO_OWNER: alibaba
+          GITHUB_REPO_NAME: higress
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          export RELEASE_VERSION=$(cat ${GITHUB_WORKSPACE}/VERSION)
+          bash update_release_note.sh
+
+      - name: Clean
+        run: |
+          rm generate_release_report.sh
+          rm update_release_note.sh
+          rm -rf higress-report-agent
+          rm -rf github-mcp-server
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v7
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          commit-message: "Add release notes"
+          branch: add-release-notes
+          title: "Add release notes"
+          body: |
+            This PR adds release notes.
+
+            - Automatically generated by GitHub Actions
+          labels: release notes, automated
+          base: main
diff --git a/DEP_VERSION b/DEP_VERSION
new file mode 100644
index 000000000..791013055
--- /dev/null
+++ b/DEP_VERSION
@@ -0,0 +1 @@
+higress-console: v2.1.5
\ No newline at end of file