diff --git a/cmd/webhook/app/webhook.go b/cmd/webhook/app/webhook.go
index e0181610f..c8633787d 100644
--- a/cmd/webhook/app/webhook.go
+++ b/cmd/webhook/app/webhook.go
@@ -8,6 +8,8 @@ import (
 	"os"
 
 	"github.com/spf13/cobra"
+	cliflag "k8s.io/component-base/cli/flag"
+	"k8s.io/component-base/term"
 	"k8s.io/klog/v2"
 	controllerruntime "sigs.k8s.io/controller-runtime"
 	"sigs.k8s.io/controller-runtime/pkg/healthz"
@@ -15,6 +17,8 @@ import (
 	"sigs.k8s.io/controller-runtime/pkg/webhook/conversion"
 
 	"github.com/karmada-io/karmada/cmd/webhook/app/options"
+	"github.com/karmada-io/karmada/pkg/sharedcli"
+	"github.com/karmada-io/karmada/pkg/sharedcli/klogflag"
 	"github.com/karmada-io/karmada/pkg/util/gclient"
 	"github.com/karmada-io/karmada/pkg/version"
 	"github.com/karmada-io/karmada/pkg/version/sharedcommand"
@@ -54,14 +58,22 @@ func NewWebhookCommand(ctx context.Context) *cobra.Command {
 		},
 	}
 
-	// Init log flags
-	// TODO(@RainbowMango): Group the flags to "logs" flag set.
-	klog.InitFlags(flag.CommandLine)
+	fss := cliflag.NamedFlagSets{}
+
+	genericFlagSet := fss.FlagSet("generic")
+	genericFlagSet.AddGoFlagSet(flag.CommandLine)
+	opts.AddFlags(genericFlagSet)
+
+	// Set klog flags
+	logsFlagSet := fss.FlagSet("logs")
+	klogflag.Add(logsFlagSet)
 
-	cmd.Flags().AddGoFlagSet(flag.CommandLine)
 	cmd.AddCommand(sharedcommand.NewCmdVersion(os.Stdout, "karmada-webhook"))
-	opts.AddFlags(cmd.Flags())
+	cmd.Flags().AddFlagSet(genericFlagSet)
+	cmd.Flags().AddFlagSet(logsFlagSet)
 
+	cols, _, _ := term.TerminalSize(cmd.OutOrStdout())
+	sharedcli.SetUsageAndHelpFunc(cmd, fss, cols)
 	return cmd
 }