diff --git a/pkg/frame/controller/consister.go b/pkg/frame/controller/consister.go
index 7c99d7c..c7e0172 100644
--- a/pkg/frame/controller/consister.go
+++ b/pkg/frame/controller/consister.go
@@ -18,8 +18,6 @@ package controller
 
 import (
 	"context"
-	"crypto/md5"
-	"encoding/hex"
 	"encoding/json"
 	"fmt"
 	"reflect"
@@ -688,9 +686,13 @@ func (r *Consist) cleanEmployerCleanFinalizer(ctx context.Context, employer clie
 
 	alreadyDeleted := true
 	var finalizers []string
-	cleanFlz := generateCleanFlz(employer)
+	oldCleanFlz := generateOldCleanFlz(employer)
 	for _, flz := range employer.GetFinalizers() {
-		if flz == cleanFlz {
+		if flz == oldCleanFlz {
+			alreadyDeleted = false
+			continue
+		}
+		if flz == cleanFinalizer {
 			alreadyDeleted = false
 			continue
 		}
@@ -898,22 +900,23 @@ func (r *Consist) ensureEmployerCleanFlz(ctx context.Context, employer client.Ob
 	if !employer.GetDeletionTimestamp().IsZero() {
 		return false, nil
 	}
+	var finalizers []string
 	for _, flz := range employer.GetFinalizers() {
-		if flz == generateCleanFlz(employer) {
+		if flz == cleanFinalizer {
 			return false, nil
 		}
+		if flz == generateOldCleanFlz(employer) {
+			continue
+		}
+		finalizers = append(finalizers, flz)
 	}
-	employer.SetFinalizers(append(employer.GetFinalizers(), generateCleanFlz(employer)))
+	employer.SetFinalizers(append(finalizers, cleanFinalizer))
 	if _, ok := r.adapter.(MultiClusterOptions); ok {
 		return true, r.Client.Update(clusterinfo.WithCluster(ctx, clusterinfo.Fed), employer)
 	}
 	return true, r.Client.Update(ctx, employer)
 }
 
-func generateCleanFlz(employer client.Object) string {
-	if len(employer.GetName()) > 57 {
-		b := md5.Sum([]byte(employer.GetName()))
-		return cleanFinalizerPrefix + hex.EncodeToString(b[:])[8:24]
-	}
+func generateOldCleanFlz(employer client.Object) string {
 	return cleanFinalizerPrefix + employer.GetName()
 }
diff --git a/pkg/frame/controller/consts.go b/pkg/frame/controller/consts.go
index 51d8f17..5ea9bf2 100644
--- a/pkg/frame/controller/consts.go
+++ b/pkg/frame/controller/consts.go
@@ -20,7 +20,9 @@ const (
 	defaultMaxConcurrentReconciles    = 5
 	expectedFinalizerAddedAnnoKey     = "resource-consist.kusionstack.io/employees-expected-finalizer-added"
 	lifecycleFinalizerRecordedAnnoKey = "resource-consist.kusionstack.io/employees-lifecycle-finalizer-recorded"
-	cleanFinalizerPrefix              = "resource-consist.kusionstack.io/clean-"
+	// cleanFinalizerPrefix would be deprecated in the future
+	cleanFinalizerPrefix = "resource-consist.kusionstack.io/clean-"
+	cleanFinalizer       = "resource-consist.kusionstack.io/clean-finalizer"
 )
 
 // Event reason list
diff --git a/pkg/frame/controller/resourceconsit_controller_test.go b/pkg/frame/controller/resourceconsit_controller_test.go
index dcfa3e5..4bf365e 100644
--- a/pkg/frame/controller/resourceconsit_controller_test.go
+++ b/pkg/frame/controller/resourceconsit_controller_test.go
@@ -59,11 +59,12 @@ var _ = Describe("resource-consist-controller", func() {
 	Context("employer synced", func() {
 		svc0 := corev1.Service{
 			ObjectMeta: v1.ObjectMeta{
-				Name:      "resource-consist-ut-svc-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
+				Name:      "resource-consist-ut-svc",
 				Namespace: "default",
 				Labels: map[string]string{
 					v1alpha1.ControlledByKusionStackLabelKey: "true",
 				},
+				Finalizers: []string{cleanFinalizerPrefix + "resource-consist-ut-svc"},
 			},
 			Spec: corev1.ServiceSpec{
 				Ports: []corev1.ServicePort{
@@ -92,7 +93,12 @@ var _ = Describe("resource-consist-controller", func() {
 					return false
 				}
 				for _, flz := range svcTmp.GetFinalizers() {
-					if flz == generateCleanFlz(&svc0) {
+					if flz == generateOldCleanFlz(&svcTmp) {
+						return false
+					}
+				}
+				for _, flz := range svcTmp.GetFinalizers() {
+					if flz == cleanFinalizer {
 						return true
 					}
 				}