diff --git a/apps/jingrow/frontend/src/views/pagetype/local_ai_agent/local_ai_agent_list_actions.vue b/apps/jingrow/frontend/src/views/pagetype/local_ai_agent/local_ai_agent_list_actions.vue
index 2e9871e..a0102cb 100644
--- a/apps/jingrow/frontend/src/views/pagetype/local_ai_agent/local_ai_agent_list_actions.vue
+++ b/apps/jingrow/frontend/src/views/pagetype/local_ai_agent/local_ai_agent_list_actions.vue
@@ -31,6 +31,8 @@
 <script setup lang="ts">
 import { ref } from 'vue'
 import { useMessage } from 'naive-ui'
+import axios from 'axios'
+import { get_session_api_headers } from '@/shared/api/auth'
 
 const props = defineProps<{
   context: {
@@ -78,12 +80,36 @@ async function handleExecute() {
 
 async function handleFlowBuilder() {
   try {
-    const raw = props.context.row.agent_flow ?? {}
-    let flowData: any = raw
-    if (typeof raw === 'string') {
-      try { flowData = JSON.parse(raw) } catch { flowData = {} }
-    }
     const agentId = props.context.row.name
+    let flowData: any = {}
+    
+    // 如果列表数据中没有 agent_flow 字段，需要从API获取完整记录
+    if (props.context.row.agent_flow !== undefined && props.context.row.agent_flow !== null) {
+      const raw = props.context.row.agent_flow
+      flowData = raw
+      if (typeof raw === 'string') {
+        try { flowData = JSON.parse(raw) } catch { flowData = {} }
+      }
+    } else {
+      // 从API获取完整记录数据，包含 agent_flow 字段
+      try {
+        const response = await axios.get(`/api/data/${encodeURIComponent(props.context.entity)}/${encodeURIComponent(agentId)}`, {
+          headers: get_session_api_headers(),
+          withCredentials: true
+        })
+        
+        const record = response.data?.data || {}
+        const raw = record.agent_flow ?? {}
+        flowData = raw
+        if (typeof raw === 'string') {
+          try { flowData = JSON.parse(raw) } catch { flowData = {} }
+        }
+      } catch (error) {
+        console.error('获取智能体数据失败:', error)
+        message.error(props.context.t('Failed to load agent data'))
+        return
+      }
+    }
     
     const { useFlowBuilderStore } = await import('@/shared/stores/flowBuilder')
     const flowBuilderStore = useFlowBuilderStore()
@@ -91,7 +117,10 @@ async function handleFlowBuilder() {
     flowBuilderStore.activateFlowBuilder(flowData, agentId)
     
     props.context.router.push({ name: 'FlowBuilder', query: { agentId } })
-  } catch (_) {}
+  } catch (error: any) {
+    console.error('打开流程编排失败:', error)
+    message.error(error?.message || props.context.t('Failed to open flow builder'))
+  }
 }
 </script>