diff --git a/src/main/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandler.java b/src/main/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandler.java
index 7de75d691..b2528cf1e 100644
--- a/src/main/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandler.java
+++ b/src/main/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandler.java
@@ -4,6 +4,7 @@
 
 package com.openjiuwen.harness.task_loop;
 
+import com.openjiuwen.core.common.constants.Constant;
 import com.openjiuwen.core.controller.modules.EventHandler;
 import com.openjiuwen.core.controller.modules.EventHandlerInput;
 import com.openjiuwen.core.controller.schema.DataFrame;
@@ -194,7 +195,10 @@ public Map<String, Object> handleTaskInteraction(EventHandlerInput inputs) {
         String message = "";
         Event event = inputs == null ? null : inputs.getEvent();
         if (event instanceof TaskInteractionEvent interactionEvent && !interactionEvent.getInteraction().isEmpty()) {
-            message = frameText(interactionEvent.getInteraction().get(0));
+            DataFrame frame = interactionEvent.getInteraction().get(0);
+            if (!isStructuredInterrupt(frame)) {
+                message = frameText(frame);
+            }
         }
         if (!message.isBlank() && interactionQueues != null) {
             interactionQueues.pushSteer(message);
@@ -325,6 +329,15 @@ private static String extractQuery(Event event) {
         return "";
     }
 
+    private static boolean isStructuredInterrupt(DataFrame frame) {
+        if (!(frame instanceof DataFrame.JsonDataFrame jsonDataFrame) || jsonDataFrame.data() == null) {
+            return false;
+        }
+        Map<String, Object> data = jsonDataFrame.data();
+        return Constant.INTERACTION.equals(String.valueOf(data.get("type")))
+                || "interrupt".equals(String.valueOf(data.get("result_type")));
+    }
+
     private static String frameText(DataFrame frame) {
         if (frame instanceof DataFrame.TextDataFrame textDataFrame && textDataFrame.text() != null) {
             return textDataFrame.text();
diff --git a/src/test/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandlerTest.java b/src/test/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandlerTest.java
index 7bb52fc2c..23be9a967 100644
--- a/src/test/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandlerTest.java
+++ b/src/test/java/com/openjiuwen/harness/task_loop/TaskLoopEventHandlerTest.java
@@ -6,6 +6,7 @@
 
 import static org.assertj.core.api.Assertions.assertThat;
 
+import com.openjiuwen.core.common.constants.Constant;
 import com.openjiuwen.core.controller.ControllerConfig;
 import com.openjiuwen.core.controller.modules.EventHandlerInput;
 import com.openjiuwen.core.controller.modules.TaskManager;
@@ -17,6 +18,7 @@
 import com.openjiuwen.core.controller.schema.TaskInteractionEvent;
 import com.openjiuwen.core.controller.schema.TaskStatus;
 import com.openjiuwen.core.session.AgentSessionApi;
+import com.openjiuwen.core.session.interaction.InteractionOutput;
 import com.openjiuwen.core.singleagent.schema.AgentCard;
 import com.openjiuwen.harness.DeepAgent;
 
@@ -93,6 +95,49 @@ void handleTaskInteraction() {
         assertThat(queues.drainSteering()).containsExactly("change plan");
     }
 
+    @Test
+    void structuredInteractionShouldNotEnterSteering() {
+        TaskLoopEventHandler handler = new TaskLoopEventHandler(makeAgent());
+        LoopQueues queues = new LoopQueues();
+        handler.setInteractionQueues(queues);
+        InteractionOutput payload = new InteractionOutput("ask-user-call", Map.of("question", "Continue?"));
+        TaskInteractionEvent event = new TaskInteractionEvent(
+                List.of(new DataFrame.JsonDataFrame(Map.of(
+                        "type", Constant.INTERACTION,
+                        "payload", payload
+                ))),
+                null
+        );
+
+        Map<String, Object> result = handler.handleTaskInteraction(
+                new EventHandlerInput(event, new FakeSession("s1"))
+        );
+
+        assertThat(result).containsEntry("msg", "");
+        assertThat(queues.drainSteering()).isEmpty();
+    }
+
+    @Test
+    void interruptResultShouldNotEnterSteering() {
+        TaskLoopEventHandler handler = new TaskLoopEventHandler(makeAgent());
+        LoopQueues queues = new LoopQueues();
+        handler.setInteractionQueues(queues);
+        TaskInteractionEvent event = new TaskInteractionEvent(
+                List.of(new DataFrame.JsonDataFrame(Map.of(
+                        "result_type", "interrupt",
+                        "message", "approval required"
+                ))),
+                null
+        );
+
+        Map<String, Object> result = handler.handleTaskInteraction(
+                new EventHandlerInput(event, new FakeSession("s1"))
+        );
+
+        assertThat(result).containsEntry("msg", "");
+        assertThat(queues.drainSteering()).isEmpty();
+    }
+
     @Test
     void handleTaskCompletionSignals() {
         TaskLoopEventHandler handler = new TaskLoopEventHandler(makeAgent());