diff --git a/hack/deploy-karmada-by-operator.sh b/hack/deploy-karmada-by-operator.sh
index b6858f809345..e649d75cbc6b 100755
--- a/hack/deploy-karmada-by-operator.sh
+++ b/hack/deploy-karmada-by-operator.sh
@@ -23,7 +23,6 @@ set -o nounset
 REPO_ROOT=$(dirname "${BASH_SOURCE[0]}")/..
 source ${REPO_ROOT}/hack/util.sh
 
-KARMADA_SYSTEM_NAMESPACE="karmada-system"
 KARMADA_INSTANCE_NAME=${KARMADA_INSTANCE_NAME:-"karmada-demo"}
 KARMADA_INSTANCE_NAMESPACE=${KARMADA_INSTANCE_NAMESPACE:-"test"}
 
diff --git a/hack/local-up-karmada-by-operator.sh b/hack/local-up-karmada-by-operator.sh
index 7e7156be4fb1..81f2ed4f1f28 100755
--- a/hack/local-up-karmada-by-operator.sh
+++ b/hack/local-up-karmada-by-operator.sh
@@ -53,109 +53,34 @@ done
 
 REPO_ROOT=$(dirname "${BASH_SOURCE[0]}")/..
 source "${REPO_ROOT}"/hack/util.sh
-
-# variable define
-KUBECONFIG_PATH=${KUBECONFIG_PATH:-"${HOME}/.kube"}
-MAIN_KUBECONFIG=${MAIN_KUBECONFIG:-"${KUBECONFIG_PATH}/karmada.config"}
-HOST_CLUSTER_NAME=${HOST_CLUSTER_NAME:-"karmada-host"}
-KARMADA_APISERVER_CLUSTER_NAME=${KARMADA_APISERVER_CLUSTER_NAME:-"karmada-apiserver"}
-MEMBER_CLUSTER_KUBECONFIG=${MEMBER_CLUSTER_KUBECONFIG:-"${KUBECONFIG_PATH}/members.config"}
-MEMBER_CLUSTER_1_NAME=${MEMBER_CLUSTER_1_NAME:-"member1"}
-MEMBER_CLUSTER_2_NAME=${MEMBER_CLUSTER_2_NAME:-"member2"}
-PULL_MODE_CLUSTER_NAME=${PULL_MODE_CLUSTER_NAME:-"member3"}
-MEMBER_TMP_CONFIG_PREFIX="member-tmp"
-MEMBER_CLUSTER_1_TMP_CONFIG="${KUBECONFIG_PATH}/${MEMBER_TMP_CONFIG_PREFIX}-${MEMBER_CLUSTER_1_NAME}.config"
-MEMBER_CLUSTER_2_TMP_CONFIG="${KUBECONFIG_PATH}/${MEMBER_TMP_CONFIG_PREFIX}-${MEMBER_CLUSTER_2_NAME}.config"
-PULL_MODE_CLUSTER_TMP_CONFIG="${KUBECONFIG_PATH}/${MEMBER_TMP_CONFIG_PREFIX}-${PULL_MODE_CLUSTER_NAME}.config"
-CLUSTER_VERSION=${CLUSTER_VERSION:-"${DEFAULT_CLUSTER_VERSION}"}
-KIND_LOG_FILE=${KIND_LOG_FILE:-"/tmp/karmada"}
 KARMADA_SYSTEM_NAMESPACE="karmada-system"
-KARMADA_INSTANCE_NAME=${KARMADA_INSTANCE_NAME:-"karmada-demo"}
-KARMADA_INSTANCE_NAMESPACE=${KARMADA_INSTANCE_NAMESPACE:-"test"}
-
-#step0: prepare
-# proxy setting in China mainland
-if [[ -n ${CHINA_MAINLAND:-} ]]; then
-  util::set_mirror_registry_for_china_mainland ${REPO_ROOT}
-fi
-
-# make sure go exists and the go version is a viable version.
-util::cmd_must_exist "go"
-util::verify_go_version
-
-# make sure docker exists
-util::cmd_must_exist "docker"
-
-# install kind and kubectl
-kind_version=v0.25.0
-echo -n "Preparing: 'kind' existence check - "
-if util::cmd_exist kind; then
-  echo "passed"
-else
-  echo "not pass"
-  util::install_tools "sigs.k8s.io/kind" $kind_version
-fi
-
-# get arch name and os name in bootstrap
-BS_ARCH=$(go env GOARCH)
-BS_OS=$(go env GOOS)
-# check arch and os name before installing
-util::install_environment_check "${BS_ARCH}" "${BS_OS}"
-echo -n "Preparing: 'kubectl' existence check - "
-if util::cmd_exist kubectl; then
-  echo "passed"
-else
-  echo "not pass"
-  util::install_kubectl "" "${BS_ARCH}" "${BS_OS}"
-fi
-
-#step1. create host cluster and member clusters in parallel
-#prepare for kindClusterConfig
-util::delete_necessary_resources "${MAIN_KUBECONFIG},${MEMBER_CLUSTER_KUBECONFIG}" "${HOST_CLUSTER_NAME},${MEMBER_CLUSTER_1_NAME},${MEMBER_CLUSTER_2_NAME},${PULL_MODE_CLUSTER_NAME}" "${KIND_LOG_FILE}"
-
-util::create_cluster "${HOST_CLUSTER_NAME}" "${MAIN_KUBECONFIG}" "${CLUSTER_VERSION}" "${KIND_LOG_FILE}"
-util::create_cluster "${MEMBER_CLUSTER_1_NAME}" "${MEMBER_CLUSTER_1_TMP_CONFIG}" "${CLUSTER_VERSION}" "${KIND_LOG_FILE}" "${REPO_ROOT}"/artifacts/kindClusterConfig/member1.yaml
-util::create_cluster "${MEMBER_CLUSTER_2_NAME}" "${MEMBER_CLUSTER_2_TMP_CONFIG}" "${CLUSTER_VERSION}" "${KIND_LOG_FILE}" "${REPO_ROOT}"/artifacts/kindClusterConfig/member2.yaml
-util::create_cluster "${PULL_MODE_CLUSTER_NAME}" "${PULL_MODE_CLUSTER_TMP_CONFIG}" "${CLUSTER_VERSION}" "${KIND_LOG_FILE}" "${REPO_ROOT}"/artifacts/kindClusterConfig/member3.yaml
-
-#step2. make images and get karmadactl
-export VERSION="latest"
-export REGISTRY="docker.io/karmada"
-export KARMADA_IMAGE_LABEL_VALUE="May_be_pruned_in_local-up-karmada_by_operator.sh"
-export DOCKER_BUILD_ARGS="${DOCKER_BUILD_ARGS:-} --label=image.karmada.io=${KARMADA_IMAGE_LABEL_VALUE}"
-make images GOOS="linux" --directory="${REPO_ROOT}"
-#clean up dangling images
-docker image prune --force --filter "label=image.karmada.io=${KARMADA_IMAGE_LABEL_VALUE}"
-
-GO111MODULE=on go install "github.com/karmada-io/karmada/cmd/karmadactl"
-GOPATH=$(go env GOPATH | awk -F ':' '{print $1}')
-KARMADACTL_BIN="${GOPATH}/bin/karmadactl"
 
-#step3. wait until the host cluster ready
-echo "Waiting for the host clusters to be ready..."
-util::check_clusters_ready "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}"
-
-# load components images to host cluster
-kind load docker-image "${REGISTRY}/karmada-controller-manager:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-scheduler:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-descheduler:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-webhook:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-aggregated-apiserver:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-search:${VERSION}" --name="${HOST_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-metrics-adapter:${VERSION}" --name="${HOST_CLUSTER_NAME}"
+# variable define
+export KUBECONFIG_PATH=${KUBECONFIG_PATH:-"${HOME}/.kube"}
+export MAIN_KUBECONFIG=${MAIN_KUBECONFIG:-"${KUBECONFIG_PATH}/karmada.config"}
+export HOST_CLUSTER_NAME=${HOST_CLUSTER_NAME:-"karmada-host"}
+export KARMADA_APISERVER_CLUSTER_NAME=${KARMADA_APISERVER_CLUSTER_NAME:-"karmada-apiserver"}
+export MEMBER_CLUSTER_KUBECONFIG=${MEMBER_CLUSTER_KUBECONFIG:-"${KUBECONFIG_PATH}/members.config"}
+export MEMBER_CLUSTER_1_NAME=${MEMBER_CLUSTER_1_NAME:-"member1"}
+export MEMBER_CLUSTER_2_NAME=${MEMBER_CLUSTER_2_NAME:-"member2"}
+export PULL_MODE_CLUSTER_NAME=${PULL_MODE_CLUSTER_NAME:-"member3"}
+
+# step1. set up a base development environment
+"${REPO_ROOT}"/hack/setup-dev-base.sh
+export KUBECONFIG="${MAIN_KUBECONFIG}"
 
-#step4. deploy karmada-operator
+# step2. deploy karmada-operator
 "${REPO_ROOT}"/hack/deploy-karmada-operator.sh "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}"
 
-#step5. install karmada instance by karmada-operator
-# prepare the local crds
+# step3. install karmada instance by karmada-operator
+# step3.1 prepare the local crds
 echo "Prepare the local crds"
 cd  ${REPO_ROOT}/charts/karmada/
 cp -r _crds crds
 tar -zcvf ../../crds.tar.gz crds
 cd -
 
-# copy the local crds.tar.gz file to the specified path of the karmada-operator, so that the karmada-operator will skip the step of downloading CRDs.
+# step3.2 copy the local crds.tar.gz file to the specified path of the karmada-operator, so that the karmada-operator will skip the step of downloading CRDs.
 CRDTARBALL_URL="http://local"
 DATA_DIR="/var/lib/karmada"
 CRD_CACHE_DIR=$(getCrdsDir "${DATA_DIR}" "${CRDTARBALL_URL}")
@@ -163,52 +88,28 @@ OPERATOR_POD_NAME=$(kubectl --kubeconfig="${MAIN_KUBECONFIG}" --context="${HOST_
 kubectl --kubeconfig="${MAIN_KUBECONFIG}" --context="${HOST_CLUSTER_NAME}" exec -i ${OPERATOR_POD_NAME} -n ${KARMADA_SYSTEM_NAMESPACE} -- mkdir -p ${CRD_CACHE_DIR}
 kubectl --kubeconfig="${MAIN_KUBECONFIG}" --context="${HOST_CLUSTER_NAME}" cp ${REPO_ROOT}/crds.tar.gz ${KARMADA_SYSTEM_NAMESPACE}/${OPERATOR_POD_NAME}:${CRD_CACHE_DIR}
 
-# install karmada instance
-"${REPO_ROOT}"/hack/deploy-karmada-by-operator.sh "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}" "${KARMADA_APISERVER_CLUSTER_NAME}" "${VERSION}" true "${CRDTARBALL_URL}"
-
-#step6. join member clusters
-# wait until member clusters ready
-util::check_clusters_ready "${MEMBER_CLUSTER_1_TMP_CONFIG}" "${MEMBER_CLUSTER_1_NAME}"
-util::check_clusters_ready "${MEMBER_CLUSTER_2_TMP_CONFIG}" "${MEMBER_CLUSTER_2_NAME}"
-# connecting networks between karmada-host, member1 and member2 clusters
-echo "connecting cluster networks..."
-util::add_routes "${MEMBER_CLUSTER_1_NAME}" "${MEMBER_CLUSTER_2_TMP_CONFIG}" "${MEMBER_CLUSTER_2_NAME}"
-util::add_routes "${MEMBER_CLUSTER_2_NAME}" "${MEMBER_CLUSTER_1_TMP_CONFIG}" "${MEMBER_CLUSTER_1_NAME}"
+# step3.3 install karmada instance
+"${REPO_ROOT}"/hack/deploy-karmada-by-operator.sh "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}" "${KARMADA_APISERVER_CLUSTER_NAME}" "latest" true "${CRDTARBALL_URL}"
 
-util::add_routes "${HOST_CLUSTER_NAME}" "${MEMBER_CLUSTER_1_TMP_CONFIG}" "${MEMBER_CLUSTER_1_NAME}"
-util::add_routes "${MEMBER_CLUSTER_1_NAME}" "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}"
-
-util::add_routes "${HOST_CLUSTER_NAME}" "${MEMBER_CLUSTER_2_TMP_CONFIG}" "${MEMBER_CLUSTER_2_NAME}"
-util::add_routes "${MEMBER_CLUSTER_2_NAME}" "${MAIN_KUBECONFIG}" "${HOST_CLUSTER_NAME}"
-echo "cluster networks connected"
-
-#join push mode member clusters
-export KUBECONFIG="${MAIN_KUBECONFIG}"
-${KARMADACTL_BIN} join --karmada-context="${KARMADA_APISERVER_CLUSTER_NAME}" ${MEMBER_CLUSTER_1_NAME} --cluster-kubeconfig="${MEMBER_CLUSTER_1_TMP_CONFIG}" --cluster-context="${MEMBER_CLUSTER_1_NAME}"
-${KARMADACTL_BIN} join --karmada-context="${KARMADA_APISERVER_CLUSTER_NAME}" ${MEMBER_CLUSTER_2_NAME} --cluster-kubeconfig="${MEMBER_CLUSTER_2_TMP_CONFIG}" --cluster-context="${MEMBER_CLUSTER_2_NAME}"
-
-# wait until the pull mode cluster ready
-util::check_clusters_ready "${PULL_MODE_CLUSTER_TMP_CONFIG}" "${PULL_MODE_CLUSTER_NAME}"
-kind load docker-image "${REGISTRY}/karmada-agent:${VERSION}" --name="${PULL_MODE_CLUSTER_NAME}"
+# step4. join push mode member clusters
+GOPATH=$(go env GOPATH | awk -F ':' '{print $1}')
+KARMADACTL_BIN="${GOPATH}/bin/karmadactl"
+${KARMADACTL_BIN} join --karmada-context="${KARMADA_APISERVER_CLUSTER_NAME}" ${MEMBER_CLUSTER_1_NAME} --cluster-kubeconfig="${MEMBER_CLUSTER_KUBECONFIG}" --cluster-context="${MEMBER_CLUSTER_1_NAME}"
+${KARMADACTL_BIN} join --karmada-context="${KARMADA_APISERVER_CLUSTER_NAME}" ${MEMBER_CLUSTER_2_NAME} --cluster-kubeconfig="${MEMBER_CLUSTER_KUBECONFIG}" --cluster-context="${MEMBER_CLUSTER_2_NAME}"
 
-#step7. deploy karmada agent in pull mode member clusters
-"${REPO_ROOT}"/hack/deploy-karmada-agent.sh "${MAIN_KUBECONFIG}" "${KARMADA_APISERVER_CLUSTER_NAME}" "${PULL_MODE_CLUSTER_TMP_CONFIG}" "${PULL_MODE_CLUSTER_NAME}"
+# step5. register pull mode member clusters
+"${REPO_ROOT}"/hack/deploy-karmada-agent.sh "${MAIN_KUBECONFIG}" "${KARMADA_APISERVER_CLUSTER_NAME}" "${MEMBER_CLUSTER_KUBECONFIG}" "${PULL_MODE_CLUSTER_NAME}"
 
-#step8. deploy metrics-server in member clusters
-"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${MEMBER_CLUSTER_1_TMP_CONFIG}" "${MEMBER_CLUSTER_1_NAME}"
-"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${MEMBER_CLUSTER_2_TMP_CONFIG}" "${MEMBER_CLUSTER_2_NAME}"
-"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${PULL_MODE_CLUSTER_TMP_CONFIG}" "${PULL_MODE_CLUSTER_NAME}"
+# step6. deploy metrics-server in member clusters
+"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${MEMBER_CLUSTER_KUBECONFIG}" "${MEMBER_CLUSTER_1_NAME}"
+"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${MEMBER_CLUSTER_KUBECONFIG}" "${MEMBER_CLUSTER_2_NAME}"
+"${REPO_ROOT}"/hack/deploy-k8s-metrics-server.sh "${MEMBER_CLUSTER_KUBECONFIG}" "${PULL_MODE_CLUSTER_NAME}"
 
-# wait all of clusters member1, member2 and member3 status is ready
+# step7. wait all of clusters member1, member2 and member3 status is ready
 util:wait_cluster_ready "${KARMADA_APISERVER_CLUSTER_NAME}" "${MEMBER_CLUSTER_1_NAME}"
 util:wait_cluster_ready "${KARMADA_APISERVER_CLUSTER_NAME}" "${MEMBER_CLUSTER_2_NAME}"
 util:wait_cluster_ready "${KARMADA_APISERVER_CLUSTER_NAME}" "${PULL_MODE_CLUSTER_NAME}"
 
-#step9. merge temporary kubeconfig of member clusters by kubectl
-export KUBECONFIG=$(find ${KUBECONFIG_PATH} -maxdepth 1 -type f | grep ${MEMBER_TMP_CONFIG_PREFIX} | tr '\n' ':')
-kubectl config view --flatten > ${MEMBER_CLUSTER_KUBECONFIG}
-rm $(find ${KUBECONFIG_PATH} -maxdepth 1 -type f | grep ${MEMBER_TMP_CONFIG_PREFIX})
-
 function print_success() {
   echo -e "$KARMADA_GREETING"
   echo "Local Karmada is running."