diff --git a/.github/workflows/release_chart.yaml b/.github/workflows/release_chart.yaml
new file mode 100644
index 00000000..862972cd
--- /dev/null
+++ b/.github/workflows/release_chart.yaml
@@ -0,0 +1,80 @@
+name: Release Charts
+
+on:
+  push:
+    tags:
+      - "v*.*.*"
+
+jobs:
+  release-charts:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Checkout helm-charts
+        uses: actions/checkout@v3
+        with:
+          repository: "${{ github.repository_owner }}/helm-charts"
+          # use token for helm-charts repo
+          token: "${{ secrets.HELM_CHARTER_TOKEN }}"
+          path: "helm-charts"
+          fetch-depth: 0
+
+      - name: Get chart version
+        run: |
+          echo "chart_version=$(echo ${GITHUB_REF##*/v})" >> $GITHUB_ENV
+      
+      - name: Make charts
+        shell: bash
+        run: |
+          TAG=${{ env.chart_version }} make generate-charts
+      
+      - name: Install chart-releaser
+        uses: helm/chart-releaser-action@v1.5.0
+        with:
+          install_only: true
+
+      # upload charts to helm-charts repos's release
+      - name: Upload charts
+        shell: bash
+        run: |
+          cr upload -o ${{ github.repository_owner }}
+        env:
+          # GitHub repository
+          CR_GIT_REPO: "helm-charts"
+          # Path to directory with chart packages (default ".cr-release-packages")
+          CR_PACKAGE_PATH: "_output/release/chart/"
+          # use token for helm-charts repo
+          CR_TOKEN: "${{ secrets.HELM_CHARTER_TOKEN }}"
+
+      # copy artifacts to helm-charts repo, we need those for update index
+      - name: Copy artifacts
+        run: |
+          cp -r _output/ helm-charts/
+
+      - name: Configure Git
+        working-directory: helm-charts
+        run: |
+          git config user.name "$GITHUB_ACTOR"
+          git config user.email "$GITHUB_ACTOR@users.noreply.github.com"
+
+      # this step will directly push to the main branch, so make sure you have the right permissions
+      - name: Update index
+        working-directory: helm-charts
+        run: |
+          rm -rf index.yaml
+          rm -rf .cr-index
+          mkdir -p .cr-index
+          cr index -o ${{ github.repository_owner }} --push
+        env:
+          # GitHub repository
+          CR_GIT_REPO: "helm-charts"
+          # The GitHub pages branch (default "gh-pages")
+          CR_PAGES_BRANCH: "main"
+          # Path to directory with chart packages (default ".cr-release-packages")
+          CR_PACKAGE_PATH: "_output/release/chart/"
+          # use token for helm-charts repo
+          CR_TOKEN: "${{ secrets.HELM_CHARTER_TOKEN }}"
diff --git a/Makefile b/Makefile
index 4e188bad..206600d2 100644
--- a/Makefile
+++ b/Makefile
@@ -61,6 +61,10 @@ gen-client: ## Generate client-go code for CRDs
 .PHONY: gen-all
 gen-all: generate gen-client ## Generate all code (CRDs, DeepCopy methods, and client-go)
 
+.PHONY: generate-charts
+generate-charts: ## Generate Helm charts
+	bash ./hack/generate-charts.sh
+
 .PHONY: gen-check
 gen-check: gen-all ## Check if generated code is up to date
 	git diff --exit-code
diff --git a/hack/generate-charts.sh b/hack/generate-charts.sh
new file mode 100755
index 00000000..bf15a27a
--- /dev/null
+++ b/hack/generate-charts.sh
@@ -0,0 +1,87 @@
+#!/bin/bash
+
+#
+# Copyright 2026 The Volcano Authors.
+#
+# Licensed 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.
+#
+
+set -o errexit
+set -o nounset
+set -o pipefail
+
+AC_ROOT=$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )/..
+BIN_DIR=${BIN_DIR:-bin}
+RELEASE_DIR=${RELEASE_DIR:-_output/release}
+export HELM_BIN_DIR=${AC_ROOT}/${BIN_DIR}
+export RELEASE_FOLDER=${AC_ROOT}/${RELEASE_DIR}
+
+export HELM_VER=${HELM_VER:-v3.6.3}
+export AGENTCUBE_CHART_VERSION=${TAG:-"latest"}
+export AGENTCUBE_IMAGE_TAG=${AGENTCUBE_CHART_VERSION}
+# Add a v prefix to AGENTCUBE_IMAGE_TAG if it doesn't have one
+if [[ ! ${AGENTCUBE_IMAGE_TAG} =~ ^v ]]; then
+    AGENTCUBE_IMAGE_TAG="v${AGENTCUBE_IMAGE_TAG}"
+fi
+
+LOCAL_OS=${OSTYPE}
+case $LOCAL_OS in
+  "linux"*)
+    LOCAL_OS='linux'
+    alias sed_i='sed -i'
+    ;;
+  "darwin"*)
+    LOCAL_OS='darwin'
+    alias sed_i='sed -i ""'
+    ;;
+  *)
+    echo "This system's OS ${LOCAL_OS} isn't recognized/supported"
+    exit 1
+    ;;
+esac
+
+# Enable the alias function in the Shell
+shopt -s expand_aliases 
+ARCH=$(go env GOARCH)
+
+# Step1. install helm binary
+if [[ ! -f "${HELM_BIN_DIR}/version.helm.${HELM_VER}" ]] || [[ ! -f "${HELM_BIN_DIR}/helm" ]] ; then
+    mkdir -p "${HELM_BIN_DIR}"
+    TD=$(mktemp -d)
+    (
+        cd "${TD}"
+        curl -Lo "helm.tgz" "https://get.helm.sh/helm-${HELM_VER}-${LOCAL_OS}-${ARCH}.tar.gz"
+        tar xfz helm.tgz
+        mv "${LOCAL_OS}-${ARCH}/helm" "${HELM_BIN_DIR}/helm-${HELM_VER}"
+    )
+    cp "${HELM_BIN_DIR}/helm-${HELM_VER}" "${HELM_BIN_DIR}/helm"
+    chmod +x "${HELM_BIN_DIR}/helm"
+    rm -rf "${TD}"
+
+        if [[ ! -f "${HELM_BIN_DIR}/version.helm.${HELM_VER}" ]] ; then
+          touch "${HELM_BIN_DIR}/version.helm.${HELM_VER}"
+        fi
+fi
+
+echo "generate chart"
+CHART_ORIGIN_PATH=${AC_ROOT}/manifests/charts/base
+CHART_OUT_PATH=${RELEASE_FOLDER}/chart
+rm -rf ${RELEASE_FOLDER}/chart
+mkdir -p ${CHART_OUT_PATH}
+cp -r "${CHART_ORIGIN_PATH}" "${CHART_OUT_PATH}/agentcube"
+
+# Update image tags in values.yaml
+sed_i "s|tag: \"latest\"|tag: \"${AGENTCUBE_IMAGE_TAG}\"|g" "${CHART_OUT_PATH}/agentcube/values.yaml"
+
+${HELM_BIN_DIR}/helm package --version ${AGENTCUBE_CHART_VERSION} --app-version ${AGENTCUBE_CHART_VERSION} "${CHART_OUT_PATH}/agentcube" -d "${CHART_OUT_PATH}"
+echo "helm package end, charts is in ${CHART_OUT_PATH}"