diff --git a/cmd/gf/gfcmd/gfcmd.go b/cmd/gf/gfcmd/gfcmd.go
index 9869e6ae5db..4a8dd0622f7 100644
--- a/cmd/gf/gfcmd/gfcmd.go
+++ b/cmd/gf/gfcmd/gfcmd.go
@@ -73,7 +73,7 @@ func (c *Command) Run(ctx context.Context) {
 func GetCommand(ctx context.Context) (*Command, error) {
 	root, err := gcmd.NewFromObject(cmd.GF)
 	if err != nil {
-		panic(err)
+		return nil, err
 	}
 	err = root.AddObject(
 		cmd.Up,
diff --git a/os/gcmd/gcmd_command.go b/os/gcmd/gcmd_command.go
index 557a7531c82..ce05820602d 100644
--- a/os/gcmd/gcmd_command.go
+++ b/os/gcmd/gcmd_command.go
@@ -24,14 +24,18 @@ type Command struct {
 	Arguments     []Argument    // Argument array, configuring how this command act.
 	Func          Function      // Custom function.
 	FuncWithValue FuncWithValue // Custom function with output parameters that can interact with command caller.
-	HelpFunc      Function      // Custom help function
+	HelpFunc      Function      // Custom help function.
 	Examples      string        // Usage examples.
 	Additional    string        // Additional info about this command, which will be appended to the end of help info.
 	Strict        bool          // Strict parsing options, which means it returns error if invalid option given.
 	CaseSensitive bool          // CaseSensitive parsing options, which means it parses input options in case-sensitive way.
 	Config        string        // Config node name, which also retrieves the values from config component along with command line.
-	parent        *Command      // Parent command for internal usage.
-	commands      []*Command    // Sub commands of this command.
+	internalCommandAttributes
+}
+
+type internalCommandAttributes struct {
+	parent   *Command   // Parent command for internal usage.
+	commands []*Command // Sub commands of this command.
 }
 
 // Function is a custom command callback function that is bound to a certain argument.
diff --git a/os/gcmd/gcmd_command_run.go b/os/gcmd/gcmd_command_run.go
index 13cde00505a..1f4c4bd063c 100644
--- a/os/gcmd/gcmd_command_run.go
+++ b/os/gcmd/gcmd_command_run.go
@@ -85,13 +85,15 @@ func (c *Command) RunWithSpecificArgs(ctx context.Context, args []string) (value
 		return nil, err
 	}
 	parsedArgs := parser.GetArgAll()
-	if len(parsedArgs) == 1 {
-		return c.doRun(ctx, args, parser)
-	}
 
 	// Exclude the root binary name.
 	parsedArgs = parsedArgs[1:]
 
+	// If no args or no sub command, it runs standalone.
+	if len(parsedArgs) == 0 || len(c.commands) == 0 {
+		return c.doRun(ctx, args, parser)
+	}
+
 	// Find the matched command and run it.
 	// It here `fromArgIndex` set to 1 to calculate the argument index in to `newCtx`.
 	lastCmd, foundCmd, newCtx := c.searchCommand(ctx, parsedArgs, 1)
@@ -129,6 +131,7 @@ func (c *Command) doRun(ctx context.Context, args []string, parser *Parser) (val
 		}
 		return nil, c.defaultHelpFunc(ctx, parser)
 	}
+
 	// OpenTelemetry for command.
 	var (
 		span trace.Span
diff --git a/os/gcmd/gcmd_z_unit_issue_test.go b/os/gcmd/gcmd_z_unit_issue_test.go
index fd4b5c790a0..2db62bd65ca 100644
--- a/os/gcmd/gcmd_z_unit_issue_test.go
+++ b/os/gcmd/gcmd_z_unit_issue_test.go
@@ -305,3 +305,26 @@ func Test_Issue3670(t *testing.T) {
 		t.Assert(value.(*Issue3670LastOutput).Content, `{"Country":"china","Singer":"邓丽君"}`)
 	})
 }
+
+func Test_Issue3701(t *testing.T) {
+	gtest.C(t, func(t *gtest.T) {
+		var (
+			outputArgs []string
+			inputArgs  = []string{"abc", "def"}
+			ctx        = gctx.New()
+			cmd        = gcmd.Command{
+				Name:  "main",
+				Usage: "main",
+				Brief: "...",
+				Func: func(ctx context.Context, parser *gcmd.Parser) (err error) {
+					outputArgs = parser.GetArgAll()
+					return nil
+				},
+			}
+		)
+
+		_, err := cmd.RunWithSpecificArgs(ctx, inputArgs)
+		t.AssertNil(err)
+		t.Assert(outputArgs, inputArgs)
+	})
+}