diff --git a/internal/acp/orchestrator.go b/internal/acp/orchestrator.go
index e6e1784..19aaa6b 100644
--- a/internal/acp/orchestrator.go
+++ b/internal/acp/orchestrator.go
@@ -306,6 +306,7 @@ func (o *SessionOrchestrator) runOpenClawGatewayChat(
 	if output == "" {
 		output = firstNonEmptyString(waitPayload, "output", "message", "summary", "assistantText", "text")
 	}
+	noDisplayableOutput := strings.TrimSpace(output) == ""
 	if output == "" {
 		output = openClawNoDisplayableText
 	}
@@ -341,6 +342,7 @@ func (o *SessionOrchestrator) runOpenClawGatewayChat(
 	o.server.decorateOpenClawArtifactDownloadURLs(result, shared.StringArg(chatParams, "sessionKey", ""), artifactRunID)
 	stripOpenClawArtifactInlineContent(result)
 	guardOpenClawArtifactResult(result, artifactDeliveryRequired || artifactDeliveryClaimed)
+	guardOpenClawNoDisplayableResult(result, noDisplayableOutput)
 	return result, nil
 }
 
@@ -682,6 +684,22 @@ func guardOpenClawArtifactResult(result map[string]any, artifactDeliveryRequired
 	)
 }
 
+func guardOpenClawNoDisplayableResult(result map[string]any, noDisplayableOutput bool) {
+	if !noDisplayableOutput || result == nil || !parseBool(result["success"]) {
+		return
+	}
+	remoteWorkingDirectory := strings.TrimSpace(shared.StringArg(result, "remoteWorkingDirectory", ""))
+	if len(extractArtifactPayloads(result, remoteWorkingDirectory)) > 0 {
+		return
+	}
+	result["success"] = false
+	result["status"] = "failed"
+	result["error"] = "openclaw returned no displayable output"
+	result["message"] = openClawNoDisplayableText
+	result["output"] = openClawNoDisplayableText
+	result["summary"] = openClawNoDisplayableText
+}
+
 func filterOpenClawArtifactPayloadByOutput(output string, payload map[string]any) map[string]any {
 	if payload == nil {
 		return nil
diff --git a/internal/acp/routing_test.go b/internal/acp/routing_test.go
index 196940d..77c1410 100644
--- a/internal/acp/routing_test.go
+++ b/internal/acp/routing_test.go
@@ -524,6 +524,47 @@ func TestExecuteSessionTaskGatewayAutoConnectsLocalOpenClaw(t *testing.T) {
 	}
 }
 
+func TestExecuteSessionTaskGatewayNoDisplayableOutputFails(t *testing.T) {
+	gateway := newAcpFakeOpenClawGateway(t)
+	defer gateway.Close()
+
+	t.Setenv("GATEWAY_RPC_URL", gateway.URL())
+	t.Setenv("BRIDGE_AUTH_TOKEN", "bridge-token")
+
+	server := NewServer()
+	response, rpcErr := server.executeSessionTask(task{
+		req: shared.RPCRequest{
+			Method: "session.start",
+			Params: map[string]any{
+				"sessionId":        "session-openclaw-no-output",
+				"threadId":         "thread-openclaw-no-output",
+				"taskPrompt":       "silent-turn",
+				"workingDirectory": t.TempDir(),
+				"routing": map[string]any{
+					"routingMode":                "explicit",
+					"explicitExecutionTarget":    "gateway",
+					"preferredGatewayProviderId": "openclaw",
+				},
+			},
+		},
+	})
+	if rpcErr != nil {
+		t.Fatalf("expected structured no-output response, got rpc error: %#v", rpcErr)
+	}
+	if success, _ := response["success"].(bool); success {
+		t.Fatalf("expected no-output gateway response to fail, got %#v", response)
+	}
+	if got := response["status"]; got != "failed" {
+		t.Fatalf("expected failed status for no-output gateway response, got %#v", response)
+	}
+	if got := response["output"]; got != openClawNoDisplayableText {
+		t.Fatalf("expected no-displayable output message, got %#v", response)
+	}
+	if gateway.ArtifactExportCount() != 0 {
+		t.Fatalf("expected no artifact export for no-output text prompt, got %d", gateway.ArtifactExportCount())
+	}
+}
+
 func TestExecuteSessionMessageGatewayUsesOpenClawChatSend(t *testing.T) {
 	gateway := newAcpFakeOpenClawGateway(t)
 	defer gateway.Close()
@@ -1803,6 +1844,7 @@ func newAcpFakeOpenClawGateway(t *testing.T) *acpFakeOpenClawGateway {
 				if strings.Contains(fake.runMessage(runID), "hallucinate-files") {
 					message = "文件已就绪，点击直接下载👇 三个格式一键收取："
 				}
+				emitChatEvent := !strings.Contains(fake.runMessage(runID), "silent-turn")
 				if payloadBytes := fake.largeGatewayPayloadBytes.Load(); payloadBytes > 0 {
 					_ = conn.WriteJSON(map[string]any{
 						"type":  "event",
@@ -1828,19 +1870,21 @@ func newAcpFakeOpenClawGateway(t *testing.T) *acpFakeOpenClawGateway {
 						},
 					})
 				}
-				_ = conn.WriteJSON(map[string]any{
-					"type":  "event",
-					"event": "chat",
-					"seq":   3,
-					"payload": map[string]any{
-						"runId": runID,
-						"state": "final",
-						"message": map[string]any{
-							"role":    "assistant",
-							"content": message,
+				if emitChatEvent {
+					_ = conn.WriteJSON(map[string]any{
+						"type":  "event",
+						"event": "chat",
+						"seq":   3,
+						"payload": map[string]any{
+							"runId": runID,
+							"state": "final",
+							"message": map[string]any{
+								"role":    "assistant",
+								"content": message,
+							},
 						},
-					},
-				})
+					})
+				}
 				if strings.Contains(fake.runMessage(runID), "event artifact") {
 					_ = conn.WriteJSON(map[string]any{
 						"type":  "event",