优化前端，优化前端指令，优化自定义控制

tests/integration/test_ch1_vehicle_hil_contract.py

@@ -231,9 +231,9 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
         orchestration = suite_cases(self.suite, "self_orchestration")
         extension = suite_cases(self.suite, "self_extension")
         self.assertEqual([case["id"] for case in orchestration], [case["id"] for case in extension])
-        self.assertEqual(len(orchestration), 43)
+        self.assertEqual(len(orchestration), 45)
         self.assertEqual(
-            len(suite_rejections(self.suite, "self_orchestration")), 14
+            len(suite_rejections(self.suite, "self_orchestration")), 12
         )
         self.assertEqual(sum(case.get("hil", True) for case in orchestration), 30)
         self.assertEqual(len(self.suite["cleanup"]), 9)
@@ -271,8 +271,6 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
         retired = {
             "REJECT-VEHICLE-LOCK": "door vehicle lock",
             "REJECT-VEHICLE-UNLOCK": "door vehicle unlock",
-            "REJECT-REAR-LOCK": "door rear lock",
-            "REJECT-REAR-UNLOCK": "door rear unlock",
         }
         positive_commands = {case["command"] for case in self.suite["case_catalog"]}
         rejection_by_id = {
@@ -400,8 +398,6 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
             "REJECT-RAW-CAN",
             "REJECT-VEHICLE-LOCK",
             "REJECT-VEHICLE-UNLOCK",
-            "REJECT-REAR-LOCK",
-            "REJECT-REAR-UNLOCK",
             "REJECT-WALL-LIGHT",
             "REJECT-READING-ZONE",
             "REJECT-AMBIENT-SCENE",
@@ -657,9 +653,9 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
                         hardware_access_bypass=True,
                     )
 
-                interpret.assert_called_once()
+                interpret.assert_not_called()
                 self.assertEqual(vehicle_service.process.call_args.args[1], "openai")
-                self.assertEqual(response["provider_used"], "openai:gpt-5.6-sol")
+                self.assertEqual(response["provider_used"], "local_rules")
                 self.assertTrue(response["success"])
                 self.assertEqual(len(response["operation_results"]), 1)
                 self.assertEqual(len(captured), 1)
@@ -742,7 +738,9 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
 
         interpret.assert_called_once()
         self.assertEqual(vehicle_service.process.call_args.args[1], "openai")
-        self.assertEqual(response["provider_used"], "openai:gpt-5.6-sol")
+        self.assertEqual(
+            response["provider_used"], "local_rules+openai:gpt-5.6-sol"
+        )
         self.assertTrue(response["success"])
         self.assertEqual(len(response["operation_results"]), 2)
         self.assertEqual(len(captured), 1)
@@ -758,8 +756,6 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
         retired_door_ids = {
             "REJECT-VEHICLE-LOCK",
             "REJECT-VEHICLE-UNLOCK",
-            "REJECT-REAR-LOCK",
-            "REJECT-REAR-UNLOCK",
         }
         for index, case in enumerate(
             suite_rejections(self.suite, "self_orchestration")
@@ -1081,7 +1077,7 @@ class Ch1VehicleHilContractTests(unittest.TestCase):
             report["summary"]["offline_rejection_cases"],
             2 * len(fixture["rejection_catalog"]),
         )
-        self.assertEqual(len(fixture["rejection_catalog"]), 14)
+        self.assertEqual(len(fixture["rejection_catalog"]), 12)
         self.assertEqual(
             [(path, method) for path, method, _ in api.calls],
             [("/api/runtime", "GET")],

tests/integration/test_multidomain_service.py

@@ -510,6 +510,88 @@ class MultiDomainServiceTests(unittest.TestCase):
             [],
         )
 
+    def test_mode_card_editor_persists_only_server_generated_command_flow(self) -> None:
+        mode_root = Path(self.temporary_directory.name) / "mode-card-presets"
+        user_root = Path(self.temporary_directory.name) / "mode-card-user"
+        preset = mode_root / "vehicles" / "denza_n7" / "office.yaml"
+        preset.parent.mkdir(parents=True)
+        preset.write_text(
+            """
+id: office
+name: 办公模式
+icon: briefcase
+scope:
+  vehicle_ids: [denza_n7]
+operations:
+- domain: climate
+  capability: climate.set_temperature
+  target_scope: passenger
+  parameters:
+    temperature_c: 24
+""".strip()
+            + "\n",
+            encoding="utf-8",
+        )
+        self.service.mode_profiles = ModeProfileRegistry(
+            mode_root, user_root=user_root
+        )
+        model_output = {
+            "detected_domains": ["climate"],
+            "requests": [
+                {
+                    "domain": "climate",
+                    "capability": "climate.set_temperature",
+                    "target_scope": "passenger",
+                    "operation": "set",
+                    "parameters": [{"name": "temperature_c", "value": 24}],
+                    "reason": "办公温度。",
+                }
+            ],
+            "ambiguities": [],
+            "decision_summary": ["副驾温度设置为24度。"],
+            "confidence": 0.97,
+        }
+        instruction = "副驾空调温度设置为24度"
+        with patch.object(self.service.openai, "interpret", return_value=model_output):
+            generated = self.service.process(
+                instruction,
+                "openai",
+                "conv-mode-card-editor",
+                vehicle_id="denza_n7",
+            )
+
+        saved = self.service.save_mode_profile_card(
+            "office",
+            "专注办公模式",
+            instruction,
+            generated["request_id"],
+            "denza_n7",
+        )
+
+        self.assertEqual(saved["status"], "succeeded")
+        self.assertEqual(saved["storage"], "persistent_yaml")
+        self.assertEqual(saved["mode_profile"]["origin"], "customized")
+        self.assertEqual(saved["mode_profile"]["instruction"], instruction)
+        self.assertTrue(saved["mode_profile"]["command_flow"]["plans"])
+        self.assertTrue(
+            saved["mode_profile"]["command_flow"]["function_configs"]
+        )
+        reloaded = ModeProfileRegistry(mode_root, user_root=user_root)
+        persisted = next(
+            item
+            for item in reloaded.public_modes("denza_n7")
+            if item["id"] == "office"
+        )
+        self.assertEqual(persisted["name"], "专注办公模式")
+        with self.assertRaisesRegex(ValueError, "重新点击执行"):
+            self.service.save_mode_profile_card(
+                "office",
+                "专注办公模式",
+                "副驾空调温度设置为25度",
+                generated["request_id"],
+                "denza_n7",
+            )
+
     def test_build_named_mode_executes_and_persists_in_one_turn(self) -> None:
         mode_root = Path(self.temporary_directory.name) / "modes"
         self.service.mode_profiles = ModeProfileRegistry(mode_root)

tests/integration/test_seat_frontend_input_coverage.py

@@ -46,7 +46,12 @@ class SeatFrontendInputCoverageTests(unittest.TestCase):
         cls.temporary_directory = tempfile.TemporaryDirectory()
         with patch.dict(
             os.environ,
-            {"COGNITIVE_AGENT_HARDWARE_EXECUTION_ENABLED": "false"},
+            {
+                "COGNITIVE_AGENT_HARDWARE_EXECUTION_ENABLED": "false",
+                "COGNITIVE_AGENT_MODE_PROFILE_ROOT": str(
+                    Path(cls.temporary_directory.name) / "mode-profiles"
+                ),
+            },
             clear=False,
         ):
             cls.service = SeatDemoService(REPOSITORY_ROOT)