diff --git a/src/components/PopiaiEmbedBridge.tsx b/src/components/PopiaiEmbedBridge.tsx
index e163fa0a..9ec694d9 100644
--- a/src/components/PopiaiEmbedBridge.tsx
+++ b/src/components/PopiaiEmbedBridge.tsx
@@ -4,7 +4,8 @@ import { useEffect, useMemo } from "react";
 import { useWorkflowStore } from "@/store/workflowStore";
 import type { WorkflowFile } from "@/store/workflowStore";
 import type { EditOperation } from "@/lib/chat/editOperations";
-import type { WorkflowEdge, WorkflowNode } from "@/types";
+import { getDefaultNodeDimensions } from "@/constants/nodeDimensions";
+import type { NodeType, WorkflowEdge, WorkflowNode } from "@/types";
 
 const SOURCE_POPIAI = "popiai";
 const SOURCE_POPITV = "popitv";
@@ -28,39 +29,132 @@ interface BridgeMessage {
 
 interface NodeDimensions {
   id: string;
+  x: number;
+  y: number;
   width: number;
   height: number;
 }
 
-function measureNodes(nodeIds: string[]): NodeDimensions[] {
-  const state = useWorkflowStore.getState();
+function measureNodesFromDom(nodeIds: string[]): NodeDimensions[] {
   const measurements: NodeDimensions[] = [];
 
   for (const nodeId of nodeIds) {
-    const node = state.nodes.find(n => n.id === nodeId);
-    if (node?.measured) {
-      measurements.push({
-        id: nodeId,
-        width: node.measured.width ?? 0,
-        height: node.measured.height ?? 0,
-      });
-    } else {
-      // 如果 measured 不存在，尝试从 DOM 获取
+    // 使用 try-catch 包装，避免 DOM 操作可能抛出的异常
+    try {
+      // 直接从 DOM 获取节点尺寸，避免访问 store 可能触发的状态更新
       const nodeElement = document.querySelector(`[data-id="${nodeId}"]`);
       if (nodeElement) {
         const rect = nodeElement.getBoundingClientRect();
         measurements.push({
           id: nodeId,
+          x: rect.left,
+          y: rect.top,
           width: rect.width,
           height: rect.height,
         });
+      } else {
+        // 如果 DOM 元素不存在，使用默认尺寸
+        measurements.push({
+          id: nodeId,
+          x: 0,
+          y: 0,
+          width: 0,
+          height: 0,
+        });
       }
+    } catch {
+      measurements.push({
+        id: nodeId,
+        x: 0,
+        y: 0,
+        width: 0,
+        height: 0,
+      });
     }
   }
 
   return measurements;
 }
 
+const MEASUREMENT_CACHE_TTL_MS = 500;
+const nodeMeasurementCache = new Map<string, NodeDimensions & { timestamp: number }>();
+
+function readPositiveNumber(value: unknown): number | null {
+  if (typeof value === "number" && Number.isFinite(value) && value > 0) return value;
+  if (typeof value === "string") {
+    const parsed = Number.parseFloat(value);
+    if (Number.isFinite(parsed) && parsed > 0) return parsed;
+  }
+  return null;
+}
+
+function dimensionsFromStoreNode(node: WorkflowNode): NodeDimensions {
+  const nodeWithRuntimeSize = node as WorkflowNode & {
+    width?: unknown;
+    height?: unknown;
+    style?: { width?: unknown; height?: unknown };
+  };
+  const defaults = getDefaultNodeDimensions(node.type as NodeType);
+
+  return {
+    id: node.id,
+    x: node.position.x,
+    y: node.position.y,
+    width:
+      readPositiveNumber(node.measured?.width) ??
+      readPositiveNumber(nodeWithRuntimeSize.width) ??
+      readPositiveNumber(nodeWithRuntimeSize.style?.width) ??
+      defaults.width,
+    height:
+      readPositiveNumber(node.measured?.height) ??
+      readPositiveNumber(nodeWithRuntimeSize.height) ??
+      readPositiveNumber(nodeWithRuntimeSize.style?.height) ??
+      defaults.height,
+  };
+}
+
+function measureNodes(nodeIds: string[]): NodeDimensions[] {
+  const now = Date.now();
+  const stateNodesById = new Map(useWorkflowStore.getState().nodes.map((node) => [node.id, node]));
+  const measurementsById = new Map<string, NodeDimensions>();
+  const idsMissingFromStore: string[] = [];
+
+  for (const nodeId of nodeIds) {
+    const node = stateNodesById.get(nodeId);
+    if (node) {
+      const dimensions = dimensionsFromStoreNode(node);
+      measurementsById.set(nodeId, dimensions);
+      nodeMeasurementCache.set(nodeId, { ...dimensions, timestamp: now });
+      continue;
+    }
+
+    const cached = nodeMeasurementCache.get(nodeId);
+    if (cached && now - cached.timestamp < MEASUREMENT_CACHE_TTL_MS) {
+      measurementsById.set(nodeId, {
+        id: cached.id,
+        x: cached.x,
+        y: cached.y,
+        width: cached.width,
+        height: cached.height,
+      });
+      continue;
+    }
+
+    idsMissingFromStore.push(nodeId);
+  }
+
+  if (idsMissingFromStore.length > 0) {
+    for (const dimensions of measureNodesFromDom(idsMissingFromStore)) {
+      measurementsById.set(dimensions.id, dimensions);
+      if (dimensions.width > 0 && dimensions.height > 0) {
+        nodeMeasurementCache.set(dimensions.id, { ...dimensions, timestamp: now });
+      }
+    }
+  }
+
+  return nodeIds.map((nodeId) => measurementsById.get(nodeId) ?? { id: nodeId, x: 0, y: 0, width: 0, height: 0 });
+}
+
 function isSafeParentOrigin(origin: string | null): origin is string {
   if (!origin) return false;
   return origin === "file://" || /^https?:\/\/(localhost|127\.0\.0\.1|\[::1\])(:\d+)?$/.test(origin);