diff --git a/scripts/ci-changed-scope.mjs b/scripts/ci-changed-scope.mjs
index cfab1b9c61e..12f7fdce3bf 100644
--- a/scripts/ci-changed-scope.mjs
+++ b/scripts/ci-changed-scope.mjs
@@ -9,7 +9,8 @@ const CI_WORKFLOW_SCOPE_RE = /^\.github\/workflows\/ci\.yml$/;
 const INSTALL_SMOKE_WORKFLOW_SCOPE_RE = /^\.github\/workflows\/install-smoke\.yml$/;
 const MACOS_PROTOCOL_GEN_RE =
   /^(apps\/macos\/Sources\/OpenClawProtocol\/|apps\/shared\/OpenClawKit\/Sources\/OpenClawProtocol\/)/;
-const MACOS_NATIVE_RE = /^(apps\/macos\/|apps\/ios\/|apps\/shared\/|Swabble\/)/;
+const MACOS_NATIVE_RE =
+  /^(apps\/macos\/|apps\/macos-mlx-tts\/|apps\/ios\/|apps\/shared\/|Swabble\/)/;
 const ANDROID_NATIVE_RE = /^(apps\/android\/|apps\/shared\/)/;
 const NODE_SCOPE_RE =
   /^(src\/|test\/|extensions\/|packages\/|scripts\/|ui\/|\.github\/|openclaw\.mjs$|package\.json$|pnpm-lock\.yaml$|pnpm-workspace\.yaml$|tsconfig.*\.json$|vitest.*\.ts$|tsdown\.config\.ts$|\.oxlintrc\.json$|\.oxfmtrc\.jsonc$)/;
@@ -18,7 +19,7 @@ const WINDOWS_SCOPE_RE =
 const CONTROL_UI_I18N_SCOPE_RE =
   /^(ui\/src\/i18n\/|scripts\/control-ui-i18n\.ts$|\.github\/workflows\/control-ui-locale-refresh\.yml$)/;
 const NATIVE_ONLY_RE =
-  /^(apps\/android\/|apps\/ios\/|apps\/macos\/|apps\/shared\/|Swabble\/|appcast\.xml$)/;
+  /^(apps\/android\/|apps\/ios\/|apps\/macos\/|apps\/macos-mlx-tts\/|apps\/shared\/|Swabble\/|appcast\.xml$)/;
 const CHANGED_SMOKE_SCOPE_RE =
   /^(Dockerfile$|\.npmrc$|package\.json$|pnpm-lock\.yaml$|pnpm-workspace\.yaml$|scripts\/install\.sh$|scripts\/test-install-sh-docker\.sh$|scripts\/docker\/|extensions\/[^/]+\/package\.json$|\.github\/workflows\/install-smoke\.yml$|\.github\/actions\/setup-node-env\/action\.yml$)/;
 
diff --git a/src/scripts/ci-changed-scope.test.ts b/src/scripts/ci-changed-scope.test.ts
index da99fd765c9..1b110280c86 100644
--- a/src/scripts/ci-changed-scope.test.ts
+++ b/src/scripts/ci-changed-scope.test.ts
@@ -76,6 +76,17 @@ describe("detectChangedScope", () => {
       runChangedSmoke: false,
       runControlUiI18n: false,
     });
+    expect(
+      detectChangedScope(["apps/macos-mlx-tts/Sources/OpenClawMLXTTSHelper/main.swift"]),
+    ).toEqual({
+      runNode: false,
+      runMacos: true,
+      runAndroid: false,
+      runWindows: false,
+      runSkillsPython: false,
+      runChangedSmoke: false,
+      runControlUiI18n: false,
+    });
     expect(detectChangedScope(["apps/shared/OpenClawKit/Sources/Foo.swift"])).toEqual({
       runNode: false,
       runMacos: true,