diff --git a/cmd/auth/login_messages.go b/cmd/auth/login_messages.go
index 2fe0ebb76..268b1f9a1 100644
--- a/cmd/auth/login_messages.go
+++ b/cmd/auth/login_messages.go
@@ -29,7 +29,6 @@ type loginMsg struct {
 	ScopeHint          string
 	RequestedScopes    string
 	NewlyGrantedScopes string
-	MissingScopes      string
 	NoScopes           string
 	StatusHint         string
 
@@ -59,14 +58,13 @@ var loginMsgZh = &loginMsg{
 
 	OpenURL:            "在浏览器中打开以下链接进行认证:\n\n",
 	WaitingAuth:        "等待用户授权...",
-	AuthSuccess:        "授权已完成，正在获取用户信息并校验授权结果...",
+	AuthSuccess:        "已收到授权确认，正在获取用户信息并校验授权结果...",
 	LoginSuccess:       "授权成功! 用户: %s (%s)",
 	AuthorizedUser:     "当前授权账号: %s (%s)",
-	ScopeMismatch:      "授权结果异常：以下请求 scopes 未被授予: %s",
+	ScopeMismatch:      "授权结果异常: 以下请求 scopes 未被授予: %s",
 	ScopeHint:          "以上结果是本次授权请求用户最终确认后的结果，请勿持续重试；Scopes 未授予的原因是多样的，如 scope 被禁用；具体原因已通过授权页提示用户。可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
 	RequestedScopes:    "  本次请求 scopes: %s\n",
 	NewlyGrantedScopes: "  本次新授予 scopes: %s\n",
-	MissingScopes:      "  本次未授予 scopes: %s\n",
 	NoScopes:           "（空）",
 	StatusHint:         "可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
 
@@ -95,14 +93,13 @@ var loginMsgEn = &loginMsg{
 
 	OpenURL:            "Open this URL in your browser to authenticate:\n\n",
 	WaitingAuth:        "Waiting for user authorization...",
-	AuthSuccess:        "Authorization completed, fetching user info and validating granted scopes...",
+	AuthSuccess:        "Authorization confirmed, fetching user info and validating granted scopes...",
 	LoginSuccess:       "Authorization successful! User: %s (%s)",
 	AuthorizedUser:     "Authorized account: %s (%s)",
 	ScopeMismatch:      "authorization result is abnormal: these requested scopes were not granted: %s",
 	ScopeHint:          "The result above is the user's final confirmation for this authorization request. Do not retry continuously. Scopes may be not granted for various reasons, such as a scope being disabled. The specific reason has already been shown to the user on the authorization page. Run `lark-cli auth status` to inspect all scopes currently granted to the account.",
 	RequestedScopes:    "  Requested scopes: %s\n",
 	NewlyGrantedScopes: "  Newly granted scopes: %s\n",
-	MissingScopes:      "  Not granted scopes: %s\n",
 	NoScopes:           "(none)",
 	StatusHint:         "Run `lark-cli auth status` to inspect all scopes currently granted to the account.",
 
diff --git a/cmd/auth/login_result.go b/cmd/auth/login_result.go
index 3e649579d..abe63e354 100644
--- a/cmd/auth/login_result.go
+++ b/cmd/auth/login_result.go
@@ -128,7 +128,7 @@ func emptyIfNil(s []string) []string {
 	return s
 }
 
-// writeLoginScopeBreakdown renders the requested/newly granted/missing scope
+// writeLoginScopeBreakdown renders the requested/newly granted scope
 // breakdown to stderr.
 func writeLoginScopeBreakdown(errOut *cmdutil.IOStreams, msg *loginMsg, summary *loginScopeSummary) {
 	if summary == nil {
@@ -136,7 +136,6 @@ func writeLoginScopeBreakdown(errOut *cmdutil.IOStreams, msg *loginMsg, summary
 	}
 	fmt.Fprintf(errOut.ErrOut, msg.RequestedScopes, formatScopeList(summary.Requested, msg.NoScopes))
 	fmt.Fprintf(errOut.ErrOut, msg.NewlyGrantedScopes, formatScopeList(summary.NewlyGranted, msg.NoScopes))
-	fmt.Fprintf(errOut.ErrOut, msg.MissingScopes, formatScopeList(summary.Missing, msg.NoScopes))
 }
 
 // writeLoginSuccess emits the successful login payload in either JSON or text
diff --git a/cmd/auth/login_test.go b/cmd/auth/login_test.go
index e110c7903..a3b84af37 100644
--- a/cmd/auth/login_test.go
+++ b/cmd/auth/login_test.go
@@ -363,7 +363,7 @@ func TestWriteLoginSuccess_JSONIncludesScopeDiff(t *testing.T) {
 func TestHandleLoginScopeIssue_NonJSONAlignsWithLoginSuccess(t *testing.T) {
 	f, _, stderr, _ := cmdutil.TestFactory(t, nil)
 	err := handleLoginScopeIssue(&LoginOptions{}, getLoginMsg("zh"), f, &loginScopeIssue{
-		Message: "授权结果异常：以下请求 scopes 未被授予: im:message:send",
+		Message: "授权结果异常: 以下请求 scopes 未被授予: im:message:send",
 		Hint:    "以上结果是本次授权请求用户最终确认后的结果，请勿持续重试；Scopes 未授予的原因是多样的，如 scope 被禁用；具体原因已通过授权页提示用户。可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
 		Summary: &loginScopeSummary{
 			Requested: []string{"im:message:send"},
@@ -376,11 +376,10 @@ func TestHandleLoginScopeIssue_NonJSONAlignsWithLoginSuccess(t *testing.T) {
 	}
 	got := stderr.String()
 	for _, want := range []string{
-		"授权结果异常：以下请求 scopes 未被授予: im:message:send",
+		"授权结果异常: 以下请求 scopes 未被授予: im:message:send",
 		"当前授权账号: tester (ou_user)",
 		"本次请求 scopes: im:message:send",
 		"本次新授予 scopes: （空）",
-		"本次未授予 scopes: im:message:send",
 		"以上结果是本次授权请求用户最终确认后的结果，请勿持续重试",
 		"scope 被禁用",
 		"lark-cli auth status",
@@ -395,6 +394,9 @@ func TestHandleLoginScopeIssue_NonJSONAlignsWithLoginSuccess(t *testing.T) {
 	if strings.Contains(got, "授权成功") {
 		t.Fatalf("stderr should not contain success wording, got:\n%s", got)
 	}
+	if strings.Contains(got, "本次未授予 scopes:") {
+		t.Fatalf("stderr should not duplicate missing scopes, got:\n%s", got)
+	}
 }
 
 func TestHandleLoginScopeIssue_JSONAlignsWithLoginSuccess(t *testing.T) {
@@ -472,10 +474,10 @@ func TestWriteLoginSuccess_TextOutputScenarios(t *testing.T) {
 				"授权成功! 用户: tester (ou_user)",
 				"本次请求 scopes: im:message:send im:message:reply",
 				"本次新授予 scopes: im:message:send",
-				"本次未授予 scopes: （空）",
 				"可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
 			},
 			expectedAbsent: []string{
+				"本次未授予 scopes:",
 				"最终已授权 scopes:",
 				"已有 scopes:",
 			},
@@ -490,10 +492,10 @@ func TestWriteLoginSuccess_TextOutputScenarios(t *testing.T) {
 			expectedPresent: []string{
 				"本次请求 scopes: im:message:send",
 				"本次新授予 scopes: （空）",
-				"本次未授予 scopes: （空）",
 				"可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
 			},
 			expectedAbsent: []string{
+				"本次未授予 scopes:",
 				"最终已授权 scopes:",
 				"已有 scopes:",
 			},
@@ -508,9 +510,9 @@ func TestWriteLoginSuccess_TextOutputScenarios(t *testing.T) {
 			expectedPresent: []string{
 				"本次请求 scopes: im:message:send im:message:reply",
 				"本次新授予 scopes: （空）",
-				"本次未授予 scopes: im:message:send",
 			},
 			expectedAbsent: []string{
+				"本次未授予 scopes:",
 				"已有 scopes:",
 				"最终已授权 scopes:",
 				"可执行 `lark-cli auth status` 查看账号当前已授予的全部 scopes；",
@@ -619,10 +621,9 @@ func TestAuthLoginRun_MissingRequestedScopeAlignsWithLoginSuccess(t *testing.T)
 	}
 	got := stderr.String()
 	for _, want := range []string{
-		"授权结果异常：以下请求 scopes 未被授予: im:message:send",
+		"授权结果异常: 以下请求 scopes 未被授予: im:message:send",
 		"当前授权账号: tester (ou_user)",
 		"本次请求 scopes: im:message:send",
-		"本次未授予 scopes: im:message:send",
 		"以上结果是本次授权请求用户最终确认后的结果，请勿持续重试",
 		"scope 被禁用",
 		"lark-cli auth status",
@@ -637,6 +638,9 @@ func TestAuthLoginRun_MissingRequestedScopeAlignsWithLoginSuccess(t *testing.T)
 	if strings.Contains(got, "OK: 授权成功") {
 		t.Fatalf("stderr should not contain success prefix when scopes are missing, got:\n%s", got)
 	}
+	if strings.Contains(got, "本次未授予 scopes:") {
+		t.Fatalf("stderr should not duplicate missing scopes, got:\n%s", got)
+	}
 	if strings.Contains(got, "ERROR:") {
 		t.Fatalf("stderr should not contain error prefix, got:\n%s", got)
 	}
@@ -777,13 +781,15 @@ func TestWriteLoginSuccess_TextOutputEnglishIncludesStatusHintWhenNoMissingScope
 		"Authorization successful! User: tester (ou_user)",
 		"Requested scopes: im:message:send",
 		"Newly granted scopes: im:message:send",
-		"Not granted scopes: (none)",
 		"Run `lark-cli auth status` to inspect all scopes currently granted to the account.",
 	} {
 		if !strings.Contains(got, want) {
 			t.Fatalf("stderr missing %q, got:\n%s", want, got)
 		}
 	}
+	if strings.Contains(got, "Not granted scopes:") {
+		t.Fatalf("stderr should not contain not granted scopes, got:\n%s", got)
+	}
 }
 
 func TestAuthLoginRun_DeviceCodeTokenNilCleansScopeCache(t *testing.T) {
diff --git a/internal/auth/device_flow.go b/internal/auth/device_flow.go
index 7d2c8ca41..965c6eeb5 100644
--- a/internal/auth/device_flow.go
+++ b/internal/auth/device_flow.go
@@ -200,7 +200,7 @@ func PollDeviceToken(ctx context.Context, httpClient *http.Client, appId, appSec
 		errStr := getStr(data, "error")
 
 		if errStr == "" && getStr(data, "access_token") != "" {
-			fmt.Fprintf(errOut, "[lark-cli] device-flow: token obtained successfully\n")
+			fmt.Fprintf(errOut, "[lark-cli] device-flow: token response received\n")
 			refreshToken := getStr(data, "refresh_token")
 			tokenExpiresIn := getInt(data, "expires_in", 7200)
 			refreshExpiresIn := getInt(data, "refresh_token_expires_in", 604800)