diff --git a/desktop/src/store/connectionStore.ts b/desktop/src/store/connectionStore.ts
index f209f43..ca05aee 100644
--- a/desktop/src/store/connectionStore.ts
+++ b/desktop/src/store/connectionStore.ts
@@ -357,23 +357,26 @@ export const useConnectionStore = create<ConnectionStore>((set, get) => {
         try {
           const raw = localStorage.getItem('zclaw-saas-account');
           if (raw) {
-            const storedAccount = JSON.parse(raw);
-            // storedAccount is SaaSAccountInfo (saved directly by saveSaaSSession)
-            // 类型安全解析: 仅接受 'relay' | 'local' 两个合法值
-            const adminRouting = storedAccount?.llm_routing;
-            if (adminRouting === 'relay') {
-              // Force SaaS Relay mode — admin override
-              localStorage.setItem('zclaw-connection-mode', 'saas');
-              log.debug('Admin llm_routing=relay: forcing SaaS relay mode');
-            } else if (adminRouting === 'local' && isTauriRuntime()) {
-              // Force local Kernel mode — skip SaaS relay entirely
-              adminForceLocal = true;
-              localStorage.setItem('zclaw-connection-mode', 'tauri');
-              log.debug('Admin llm_routing=local: forcing local Kernel mode');
+            const parsed = JSON.parse(raw);
+            // Type-safe parsing: only accept 'relay' | 'local' as valid values
+            if (parsed && typeof parsed === 'object' && 'llm_routing' in parsed) {
+              const adminRouting = parsed.llm_routing;
+              if (adminRouting === 'relay') {
+                // Force SaaS Relay mode — admin override
+                localStorage.setItem('zclaw-connection-mode', 'saas');
+                log.debug('Admin llm_routing=relay: forcing SaaS relay mode');
+              } else if (adminRouting === 'local' && isTauriRuntime()) {
+                // Force local Kernel mode — skip SaaS relay entirely
+                adminForceLocal = true;
+                localStorage.setItem('zclaw-connection-mode', 'tauri');
+                log.debug('Admin llm_routing=local: forcing local Kernel mode');
+              }
+              // Other values (including undefined/null/invalid) are ignored, fall through to default logic
             }
-            // 其他值（含 undefined/null/非法值）忽略，走默认逻辑
           }
-        } catch { /* ignore parse errors, fall through to default logic */ }
+        } catch (e) {
+          log.warn('Failed to parse admin routing from localStorage, using default', e);
+        }
 
         // === Internal Kernel Mode: Admin forced local ===
         // If admin forced local mode, skip directly to Tauri Kernel section
diff --git a/tests/desktop/connectionStore.adminRouting.test.ts b/tests/desktop/connectionStore.adminRouting.test.ts
new file mode 100644
index 0000000..6683c22
--- /dev/null
+++ b/tests/desktop/connectionStore.adminRouting.test.ts
@@ -0,0 +1,53 @@
+import { describe, it, expect } from 'vitest';
+
+/**
+ * Pure function test: adminRouting parsing logic
+ * Core parsing logic extracted from connectionStore.ts
+ */
+function parseAdminRouting(raw: string | null): 'relay' | 'local' | null {
+  if (!raw) return null;
+  try {
+    const parsed = JSON.parse(raw);
+    if (parsed && typeof parsed === 'object' && 'llm_routing' in parsed) {
+      const routing = parsed.llm_routing;
+      if (routing === 'relay' || routing === 'local') return routing;
+    }
+    return null;
+  } catch {
+    return null;
+  }
+}
+
+describe('parseAdminRouting', () => {
+  it('returns "relay" for valid relay config', () => {
+    expect(parseAdminRouting('{"llm_routing":"relay"}')).toBe('relay');
+  });
+
+  it('returns "local" for valid local config', () => {
+    expect(parseAdminRouting('{"llm_routing":"local"}')).toBe('local');
+  });
+
+  it('returns null for null input', () => {
+    expect(parseAdminRouting(null)).toBeNull();
+  });
+
+  it('returns null for empty string', () => {
+    expect(parseAdminRouting('')).toBeNull();
+  });
+
+  it('returns null for malformed JSON', () => {
+    expect(parseAdminRouting('{not json}')).toBeNull();
+  });
+
+  it('returns null for missing llm_routing field', () => {
+    expect(parseAdminRouting('{"name":"test"}')).toBeNull();
+  });
+
+  it('returns null for invalid routing value', () => {
+    expect(parseAdminRouting('{"llm_routing":"invalid"}')).toBeNull();
+  });
+
+  it('returns null for number routing value', () => {
+    expect(parseAdminRouting('{"llm_routing":123}')).toBeNull();
+  });
+});