diff --git a/web/app/components/sub-graph/components/sub-graph-children.tsx b/web/app/components/sub-graph/components/sub-graph-children.tsx
new file mode 100644
index 0000000000..ec1f9ee4d6
--- /dev/null
+++ b/web/app/components/sub-graph/components/sub-graph-children.tsx
@@ -0,0 +1,57 @@
+import type { FC } from 'react'
+import type { SubGraphConfig } from '../types'
+import { memo, useMemo } from 'react'
+import { useStore as useReactFlowStore } from 'reactflow'
+import { useShallow } from 'zustand/react/shallow'
+import { Panel as NodePanel } from '@/app/components/workflow/nodes'
+
+type SubGraphChildrenProps = {
+  toolNodeId: string
+  paramKey: string
+  onConfigChange: (config: Partial<SubGraphConfig>) => void
+}
+
+const SubGraphChildren: FC<SubGraphChildrenProps> = ({
+  toolNodeId: _toolNodeId,
+  paramKey: _paramKey,
+  onConfigChange: _onConfigChange,
+}) => {
+  const selectedNode = useReactFlowStore(useShallow((s) => {
+    const nodes = s.getNodes()
+    const currentNode = nodes.find(node => node.data.selected)
+
+    if (currentNode) {
+      return {
+        id: currentNode.id,
+        type: currentNode.type,
+        data: currentNode.data,
+      }
+    }
+    return null
+  }))
+
+  const nodePanel = useMemo(() => {
+    if (!selectedNode)
+      return null
+
+    return (
+      <NodePanel
+        id={selectedNode.id}
+        type={selectedNode.type}
+        data={selectedNode.data}
+      />
+    )
+  }, [selectedNode])
+
+  return (
+    <div className="pointer-events-none absolute inset-y-0 right-0 z-10 flex">
+      {nodePanel && (
+        <div className="pointer-events-auto">
+          {nodePanel}
+        </div>
+      )}
+    </div>
+  )
+}
+
+export default memo(SubGraphChildren)
diff --git a/web/app/components/sub-graph/components/sub-graph-main.tsx b/web/app/components/sub-graph/components/sub-graph-main.tsx
new file mode 100644
index 0000000000..efd1009692
--- /dev/null
+++ b/web/app/components/sub-graph/components/sub-graph-main.tsx
@@ -0,0 +1,107 @@
+import type { FC } from 'react'
+import type { Viewport } from 'reactflow'
+import type { SubGraphConfig } from '../types'
+import type { Edge, Node } from '@/app/components/workflow/types'
+import { useCallback, useMemo } from 'react'
+import { WorkflowWithInnerContext } from '@/app/components/workflow'
+import { useAvailableNodesMetaData, useSubGraphPersistence } from '../hooks'
+import SubGraphChildren from './sub-graph-children'
+
+type SubGraphMainProps = {
+  nodes: Node[]
+  edges: Edge[]
+  viewport: Viewport
+  toolNodeId: string
+  paramKey: string
+}
+
+const SubGraphMain: FC<SubGraphMainProps> = ({
+  nodes,
+  edges,
+  viewport,
+  toolNodeId,
+  paramKey,
+}) => {
+  const availableNodesMetaData = useAvailableNodesMetaData()
+  const {
+    saveSubGraphData,
+    loadSubGraphData,
+    updateSubGraphConfig,
+  } = useSubGraphPersistence({ toolNodeId, paramKey })
+
+  const handleNodesChange = useCallback((updatedNodes: Node[]) => {
+    const existingData = loadSubGraphData()
+    const defaultConfig: SubGraphConfig = {
+      enabled: true,
+      startNodeId: updatedNodes[0]?.id || '',
+      selectedOutputVar: [],
+      whenOutputNone: 'skip',
+    }
+
+    saveSubGraphData({
+      nodes: updatedNodes,
+      edges,
+      config: existingData?.config || defaultConfig,
+    })
+  }, [edges, loadSubGraphData, saveSubGraphData])
+
+  const hooksStore = useMemo(() => {
+    return {
+      availableNodesMetaData,
+      doSyncWorkflowDraft: async () => {
+        handleNodesChange(nodes)
+      },
+      syncWorkflowDraftWhenPageClose: () => {
+        handleNodesChange(nodes)
+      },
+      handleRefreshWorkflowDraft: () => {},
+      handleBackupDraft: () => {},
+      handleLoadBackupDraft: () => {},
+      handleRestoreFromPublishedWorkflow: () => {},
+      handleRun: () => {},
+      handleStopRun: () => {},
+      handleStartWorkflowRun: () => {},
+      handleWorkflowStartRunInWorkflow: () => {},
+      handleWorkflowStartRunInChatflow: () => {},
+      handleWorkflowTriggerScheduleRunInWorkflow: () => {},
+      handleWorkflowTriggerWebhookRunInWorkflow: () => {},
+      handleWorkflowTriggerPluginRunInWorkflow: () => {},
+      handleWorkflowRunAllTriggersInWorkflow: () => {},
+      getWorkflowRunAndTraceUrl: () => ({ runUrl: '', traceUrl: '' }),
+      exportCheck: async () => {},
+      handleExportDSL: async () => {},
+      fetchInspectVars: async () => {},
+      hasNodeInspectVars: () => false,
+      hasSetInspectVar: () => false,
+      fetchInspectVarValue: async () => {},
+      editInspectVarValue: async () => {},
+      renameInspectVarName: async () => {},
+      appendNodeInspectVars: () => {},
+      deleteInspectVar: async () => {},
+      deleteNodeInspectorVars: async () => {},
+      deleteAllInspectorVars: async () => {},
+      isInspectVarEdited: () => false,
+      resetToLastRunVar: async () => {},
+      invalidateSysVarValues: () => {},
+      resetConversationVar: async () => {},
+      invalidateConversationVarValues: () => {},
+    }
+  }, [availableNodesMetaData, handleNodesChange, nodes])
+
+  return (
+    <WorkflowWithInnerContext
+      nodes={nodes}
+      edges={edges}
+      viewport={viewport}
+      hooksStore={hooksStore as any}
+    >
+      <SubGraphChildren
+        toolNodeId={toolNodeId}
+        paramKey={paramKey}
+        onConfigChange={updateSubGraphConfig}
+      />
+    </WorkflowWithInnerContext>
+  )
+}
+
+export default SubGraphMain
diff --git a/web/app/components/sub-graph/hooks/index.ts b/web/app/components/sub-graph/hooks/index.ts
new file mode 100644
index 0000000000..d67a22f2cc
--- /dev/null
+++ b/web/app/components/sub-graph/hooks/index.ts
@@ -0,0 +1,5 @@
+export { useAvailableNodesMetaData } from './use-available-nodes-meta-data'
+export { useSubGraphInit } from './use-sub-graph-init'
+export { useSubGraphNodes } from './use-sub-graph-nodes'
+export { useSubGraphPersistence } from './use-sub-graph-persistence'
+export type { SubGraphData } from './use-sub-graph-persistence'
diff --git a/web/app/components/sub-graph/hooks/use-available-nodes-meta-data.ts b/web/app/components/sub-graph/hooks/use-available-nodes-meta-data.ts
new file mode 100644
index 0000000000..f9a843e7a4
--- /dev/null
+++ b/web/app/components/sub-graph/hooks/use-available-nodes-meta-data.ts
@@ -0,0 +1,43 @@
+import type { AvailableNodesMetaData } from '@/app/components/workflow/hooks-store/store'
+import { useMemo } from 'react'
+import { useTranslation } from 'react-i18next'
+import { WORKFLOW_COMMON_NODES } from '@/app/components/workflow/constants/node'
+import { BlockEnum } from '@/app/components/workflow/types'
+
+export const useAvailableNodesMetaData = () => {
+  const { t } = useTranslation()
+
+  const availableNodesMetaData = useMemo(() => WORKFLOW_COMMON_NODES.map((node) => {
+    const { metaData } = node
+    const title = t(`blocks.${metaData.type}`, { ns: 'workflow' })
+    const description = t(`blocksAbout.${metaData.type}`, { ns: 'workflow' })
+    return {
+      ...node,
+      metaData: {
+        ...metaData,
+        title,
+        description,
+      },
+      defaultValue: {
+        ...node.defaultValue,
+        type: metaData.type,
+        title,
+      },
+    }
+  }), [t])
+
+  const availableNodesMetaDataMap = useMemo(() => availableNodesMetaData.reduce((acc, node) => {
+    acc![node.metaData.type] = node
+    return acc
+  }, {} as AvailableNodesMetaData['nodesMap']), [availableNodesMetaData])
+
+  return useMemo(() => {
+    return {
+      nodes: availableNodesMetaData,
+      nodesMap: {
+        ...availableNodesMetaDataMap,
+        [BlockEnum.VariableAssigner]: availableNodesMetaDataMap?.[BlockEnum.VariableAggregator],
+      },
+    }
+  }, [availableNodesMetaData, availableNodesMetaDataMap])
+}
diff --git a/web/app/components/sub-graph/hooks/use-sub-graph-init.ts b/web/app/components/sub-graph/hooks/use-sub-graph-init.ts
new file mode 100644
index 0000000000..ba6f391a83
--- /dev/null
+++ b/web/app/components/sub-graph/hooks/use-sub-graph-init.ts
@@ -0,0 +1,90 @@
+import type { SubGraphProps } from '../types'
+import type { LLMNodeType } from '@/app/components/workflow/nodes/llm/types'
+import type { StartNodeType } from '@/app/components/workflow/nodes/start/types'
+import type { Edge, Node } from '@/app/components/workflow/types'
+import { useMemo } from 'react'
+import { BlockEnum, PromptRole } from '@/app/components/workflow/types'
+import { AppModeEnum } from '@/types/app'
+
+const SUBGRAPH_SOURCE_NODE_ID = 'subgraph-source'
+const SUBGRAPH_LLM_NODE_ID = 'subgraph-llm'
+
+export const useSubGraphInit = (props: SubGraphProps) => {
+  const { sourceVariable, agentName } = props
+
+  const initialNodes = useMemo((): Node[] => {
+    const sourceVarName = sourceVariable.length > 1
+      ? sourceVariable.slice(1).join('.')
+      : 'output'
+
+    const startNode: Node<StartNodeType> = {
+      id: SUBGRAPH_SOURCE_NODE_ID,
+      type: 'custom',
+      position: { x: 100, y: 150 },
+      data: {
+        type: BlockEnum.Start,
+        title: `${agentName}: ${sourceVarName}`,
+        desc: 'Source variable from agent',
+        _connectedSourceHandleIds: ['source'],
+        _connectedTargetHandleIds: [],
+        variables: [],
+      },
+    }
+
+    const llmNode: Node<LLMNodeType> = {
+      id: SUBGRAPH_LLM_NODE_ID,
+      type: 'custom',
+      position: { x: 450, y: 150 },
+      data: {
+        type: BlockEnum.LLM,
+        title: 'LLM',
+        desc: 'Transform the output',
+        _connectedSourceHandleIds: [],
+        _connectedTargetHandleIds: ['target'],
+        model: {
+          provider: '',
+          name: '',
+          mode: AppModeEnum.CHAT,
+          completion_params: {
+            temperature: 0.7,
+          },
+        },
+        prompt_template: [{
+          role: PromptRole.system,
+          text: '',
+        }],
+        context: {
+          enabled: false,
+          variable_selector: [],
+        },
+        vision: {
+          enabled: false,
+        },
+      },
+    }
+
+    return [startNode, llmNode]
+  }, [sourceVariable, agentName])
+
+  const initialEdges = useMemo((): Edge[] => {
+    return [
+      {
+        id: `${SUBGRAPH_SOURCE_NODE_ID}-${SUBGRAPH_LLM_NODE_ID}`,
+        source: SUBGRAPH_SOURCE_NODE_ID,
+        sourceHandle: 'source',
+        target: SUBGRAPH_LLM_NODE_ID,
+        targetHandle: 'target',
+        type: 'custom',
+        data: {
+          sourceType: BlockEnum.Start,
+          targetType: BlockEnum.LLM,
+        },
+      },
+    ]
+  }, [])
+
+  return {
+    initialNodes,
+    initialEdges,
+  }
+}
diff --git a/web/app/components/sub-graph/hooks/use-sub-graph-nodes.ts b/web/app/components/sub-graph/hooks/use-sub-graph-nodes.ts
new file mode 100644
index 0000000000..c2a868f05e
--- /dev/null
+++ b/web/app/components/sub-graph/hooks/use-sub-graph-nodes.ts
@@ -0,0 +1,20 @@
+import type { Edge, Node } from '@/app/components/workflow/types'
+import { useMemo } from 'react'
+import { initialEdges, initialNodes } from '@/app/components/workflow/utils'
+
+export const useSubGraphNodes = (nodes: Node[], edges: Edge[]) => {
+  const processedNodes = useMemo(
+    () => initialNodes(nodes, edges),
+    [nodes, edges],
+  )
+
+  const processedEdges = useMemo(
+    () => initialEdges(edges, nodes),
+    [edges, nodes],
+  )
+
+  return {
+    nodes: processedNodes,
+    edges: processedEdges,
+  }
+}
diff --git a/web/app/components/sub-graph/hooks/use-sub-graph-persistence.ts b/web/app/components/sub-graph/hooks/use-sub-graph-persistence.ts
new file mode 100644
index 0000000000..f3fd97565d
--- /dev/null
+++ b/web/app/components/sub-graph/hooks/use-sub-graph-persistence.ts
@@ -0,0 +1,128 @@
+import type { SubGraphConfig } from '../types'
+import type { ToolNodeType } from '@/app/components/workflow/nodes/tool/types'
+import type { Edge, Node } from '@/app/components/workflow/types'
+import { useCallback } from 'react'
+import useNodeCrud from '@/app/components/workflow/nodes/_base/hooks/use-node-crud'
+import { VarKindType } from '@/app/components/workflow/nodes/_base/types'
+
+type SubGraphPersistenceProps = {
+  toolNodeId: string
+  paramKey: string
+}
+
+export type SubGraphData = {
+  nodes: Node[]
+  edges: Edge[]
+  config: SubGraphConfig
+}
+
+const SUB_GRAPH_DATA_PREFIX = '__subgraph__'
+
+export const useSubGraphPersistence = ({
+  toolNodeId,
+  paramKey,
+}: SubGraphPersistenceProps) => {
+  const { inputs, setInputs } = useNodeCrud<ToolNodeType>(toolNodeId, {} as ToolNodeType)
+
+  const getSubGraphDataKey = useCallback(() => {
+    return `${SUB_GRAPH_DATA_PREFIX}${paramKey}`
+  }, [paramKey])
+
+  const loadSubGraphData = useCallback((): SubGraphData | null => {
+    const dataKey = getSubGraphDataKey()
+    const toolParameters = inputs.tool_parameters || {}
+    const storedData = toolParameters[dataKey]
+
+    if (!storedData || storedData.type !== VarKindType.constant) {
+      return null
+    }
+
+    try {
+      const parsed = typeof storedData.value === 'string'
+        ? JSON.parse(storedData.value)
+        : storedData.value
+
+      return parsed as SubGraphData
+    }
+    catch {
+      return null
+    }
+  }, [getSubGraphDataKey, inputs.tool_parameters])
+
+  const saveSubGraphData = useCallback((data: SubGraphData) => {
+    const dataKey = getSubGraphDataKey()
+    const newToolParameters = {
+      ...inputs.tool_parameters,
+      [dataKey]: {
+        type: VarKindType.constant,
+        value: JSON.stringify(data),
+      },
+    }
+
+    setInputs({
+      ...inputs,
+      tool_parameters: newToolParameters,
+    })
+  }, [getSubGraphDataKey, inputs, setInputs])
+
+  const clearSubGraphData = useCallback(() => {
+    const dataKey = getSubGraphDataKey()
+    const newToolParameters = { ...inputs.tool_parameters }
+    delete newToolParameters[dataKey]
+
+    setInputs({
+      ...inputs,
+      tool_parameters: newToolParameters,
+    })
+  }, [getSubGraphDataKey, inputs, setInputs])
+
+  const hasSubGraphData = useCallback(() => {
+    const dataKey = getSubGraphDataKey()
+    const toolParameters = inputs.tool_parameters || {}
+    return !!toolParameters[dataKey]
+  }, [getSubGraphDataKey, inputs.tool_parameters])
+
+  const updateSubGraphConfig = useCallback((
+    config: Partial<SubGraphConfig>,
+  ) => {
+    const existingData = loadSubGraphData()
+    if (!existingData)
+      return
+
+    saveSubGraphData({
+      ...existingData,
+      config: {
+        ...existingData.config,
+        ...config,
+      },
+    })
+  }, [loadSubGraphData, saveSubGraphData])
+
+  const updateSubGraphNodes = useCallback((
+    nodes: Node[],
+    edges: Edge[],
+  ) => {
+    const existingData = loadSubGraphData()
+    const defaultConfig: SubGraphConfig = {
+      enabled: true,
+      startNodeId: nodes[0]?.id || '',
+      selectedOutputVar: [],
+      whenOutputNone: 'skip',
+    }
+
+    saveSubGraphData({
+      nodes,
+      edges,
+      config: existingData?.config || defaultConfig,
+    })
+  }, [loadSubGraphData, saveSubGraphData])
+
+  return {
+    loadSubGraphData,
+    saveSubGraphData,
+    clearSubGraphData,
+    hasSubGraphData,
+    updateSubGraphConfig,
+    updateSubGraphNodes,
+  }
+}
diff --git a/web/app/components/sub-graph/index.tsx b/web/app/components/sub-graph/index.tsx
new file mode 100644
index 0000000000..7a97ec152a
--- /dev/null
+++ b/web/app/components/sub-graph/index.tsx
@@ -0,0 +1,57 @@
+import type { FC } from 'react'
+import type { Viewport } from 'reactflow'
+import type { SubGraphProps } from './types'
+import type { InjectWorkflowStoreSliceFn } from '@/app/components/workflow/store'
+import { memo, useMemo } from 'react'
+import WorkflowWithDefaultContext from '@/app/components/workflow'
+import { WorkflowContextProvider } from '@/app/components/workflow/context'
+import SubGraphMain from './components/sub-graph-main'
+import { useSubGraphInit, useSubGraphNodes, useSubGraphPersistence } from './hooks'
+import { createSubGraphSlice } from './store'
+
+const defaultViewport: Viewport = {
+  x: 50,
+  y: 50,
+  zoom: 1,
+}
+
+const SubGraph: FC<SubGraphProps> = (props) => {
+  const { toolNodeId, paramKey } = props
+
+  const { loadSubGraphData } = useSubGraphPersistence({ toolNodeId, paramKey })
+  const savedData = useMemo(() => loadSubGraphData(), [loadSubGraphData])
+
+  const { initialNodes, initialEdges } = useSubGraphInit(props)
+
+  const nodesSource = savedData?.nodes || initialNodes
+  const edgesSource = savedData?.edges || initialEdges
+
+  const { nodes, edges } = useSubGraphNodes(nodesSource, edgesSource)
+
+  return (
+    <WorkflowWithDefaultContext
+      nodes={nodes}
+      edges={edges}
+    >
+      <SubGraphMain
+        nodes={nodes}
+        edges={edges}
+        viewport={defaultViewport}
+        toolNodeId={toolNodeId}
+        paramKey={paramKey}
+      />
+    </WorkflowWithDefaultContext>
+  )
+}
+
+const SubGraphWrapper: FC<SubGraphProps> = (props) => {
+  return (
+    <WorkflowContextProvider
+      injectWorkflowStoreSliceFn={createSubGraphSlice as unknown as InjectWorkflowStoreSliceFn}
+    >
+      <SubGraph {...props} />
+    </WorkflowContextProvider>
+  )
+}
+
+export default memo(SubGraphWrapper)
diff --git a/web/app/components/sub-graph/store/index.ts b/web/app/components/sub-graph/store/index.ts
new file mode 100644
index 0000000000..52accd4a21
--- /dev/null
+++ b/web/app/components/sub-graph/store/index.ts
@@ -0,0 +1,49 @@
+import type { CreateSubGraphSlice, SubGraphSliceShape } from '../types'
+
+const initialState: Omit<SubGraphSliceShape, 'setSubGraphContext' | 'setSubGraphNodes' | 'setSubGraphEdges' | 'setSelectedOutputVar' | 'setWhenOutputNone' | 'setDefaultValue' | 'setShowDebugPanel' | 'setIsRunning' | 'setParentAvailableVars' | 'resetSubGraph'> = {
+  parentToolNodeId: '',
+  parameterKey: '',
+  sourceAgentNodeId: '',
+  sourceVariable: [],
+
+  subGraphNodes: [],
+  subGraphEdges: [],
+
+  selectedOutputVar: [],
+  whenOutputNone: 'skip',
+  defaultValue: '',
+
+  showDebugPanel: false,
+  isRunning: false,
+
+  parentAvailableVars: [],
+}
+
+export const createSubGraphSlice: CreateSubGraphSlice = set => ({
+  ...initialState,
+
+  setSubGraphContext: context => set(() => ({
+    parentToolNodeId: context.parentToolNodeId,
+    parameterKey: context.parameterKey,
+    sourceAgentNodeId: context.sourceAgentNodeId,
+    sourceVariable: context.sourceVariable,
+  })),
+
+  setSubGraphNodes: nodes => set(() => ({ subGraphNodes: nodes })),
+
+  setSubGraphEdges: edges => set(() => ({ subGraphEdges: edges })),
+
+  setSelectedOutputVar: selector => set(() => ({ selectedOutputVar: selector })),
+
+  setWhenOutputNone: option => set(() => ({ whenOutputNone: option })),
+
+  setDefaultValue: value => set(() => ({ defaultValue: value })),
+
+  setShowDebugPanel: show => set(() => ({ showDebugPanel: show })),
+
+  setIsRunning: running => set(() => ({ isRunning: running })),
+
+  setParentAvailableVars: vars => set(() => ({ parentAvailableVars: vars })),
+
+  resetSubGraph: () => set(() => ({ ...initialState })),
+})
diff --git a/web/app/components/sub-graph/types.ts b/web/app/components/sub-graph/types.ts
new file mode 100644
index 0000000000..f9b376d5c9
--- /dev/null
+++ b/web/app/components/sub-graph/types.ts
@@ -0,0 +1,65 @@
+import type { StateCreator } from 'zustand'
+import type { Edge, Node, NodeOutPutVar, ValueSelector, VarType } from '@/app/components/workflow/types'
+
+export type WhenOutputNoneOption = 'skip' | 'error' | 'default'
+
+export type SubGraphConfig = {
+  enabled: boolean
+  startNodeId: string
+  selectedOutputVar: ValueSelector
+  whenOutputNone: WhenOutputNoneOption
+  defaultValue?: string
+}
+
+export type SubGraphOutputVariable = {
+  nodeId: string
+  nodeName: string
+  variable: string
+  type: VarType
+  description?: string
+}
+
+export type SubGraphProps = {
+  toolNodeId: string
+  paramKey: string
+  sourceVariable: ValueSelector
+  agentNodeId: string
+  agentName: string
+}
+
+export type SubGraphSliceShape = {
+  parentToolNodeId: string
+  parameterKey: string
+  sourceAgentNodeId: string
+  sourceVariable: ValueSelector
+
+  subGraphNodes: Node[]
+  subGraphEdges: Edge[]
+
+  selectedOutputVar: ValueSelector
+  whenOutputNone: WhenOutputNoneOption
+  defaultValue: string
+
+  showDebugPanel: boolean
+  isRunning: boolean
+
+  parentAvailableVars: NodeOutPutVar[]
+
+  setSubGraphContext: (context: {
+    parentToolNodeId: string
+    parameterKey: string
+    sourceAgentNodeId: string
+    sourceVariable: ValueSelector
+  }) => void
+  setSubGraphNodes: (nodes: Node[]) => void
+  setSubGraphEdges: (edges: Edge[]) => void
+  setSelectedOutputVar: (selector: ValueSelector) => void
+  setWhenOutputNone: (option: WhenOutputNoneOption) => void
+  setDefaultValue: (value: string) => void
+  setShowDebugPanel: (show: boolean) => void
+  setIsRunning: (running: boolean) => void
+  setParentAvailableVars: (vars: NodeOutPutVar[]) => void
+  resetSubGraph: () => void
+}
+
+export type CreateSubGraphSlice = StateCreator<SubGraphSliceShape>
diff --git a/web/app/components/workflow/nodes/_base/components/form-input-item.tsx b/web/app/components/workflow/nodes/_base/components/form-input-item.tsx
index 419f905fa5..caafd34e97 100644
--- a/web/app/components/workflow/nodes/_base/components/form-input-item.tsx
+++ b/web/app/components/workflow/nodes/_base/components/form-input-item.tsx
@@ -337,6 +337,8 @@ const FormInputItem: FC<Props> = ({
           showManageInputField={showManageInputField}
           onManageInputField={onManageInputField}
           disableVariableInsertion={disableVariableInsertion}
+          toolNodeId={nodeId}
+          paramKey={variable}
         />
       )}
       {isNumber && isConstant && (
diff --git a/web/app/components/workflow/nodes/tool/components/mixed-variable-text-input/index.tsx b/web/app/components/workflow/nodes/tool/components/mixed-variable-text-input/index.tsx
index 167cb41807..8dfb63c2e2 100644
--- a/web/app/components/workflow/nodes/tool/components/mixed-variable-text-input/index.tsx
+++ b/web/app/components/workflow/nodes/tool/components/mixed-variable-text-input/index.tsx
@@ -2,11 +2,11 @@ import type { AgentBlockType } from '@/app/components/base/prompt-editor/types'
 import type {
   Node,
   NodeOutPutVar,
+  ValueSelector,
 } from '@/app/components/workflow/types'
 import {
   memo,
   useCallback,
-  useEffect,
   useMemo,
   useState,
 } from 'react'
@@ -15,6 +15,7 @@ import PromptEditor from '@/app/components/base/prompt-editor'
 import { useStore } from '@/app/components/workflow/store'
 import { BlockEnum } from '@/app/components/workflow/types'
 import { cn } from '@/utils/classnames'
+import SubGraphModal from '../sub-graph-modal'
 import AgentHeaderBar from './agent-header-bar'
 import Placeholder from './placeholder'
 
@@ -33,7 +34,8 @@ type MixedVariableTextInputProps = {
   showManageInputField?: boolean
   onManageInputField?: () => void
   disableVariableInsertion?: boolean
-  onViewInternals?: () => void
+  toolNodeId?: string
+  paramKey?: string
 }
 
 const MixedVariableTextInput = ({
@@ -45,11 +47,13 @@ const MixedVariableTextInput = ({
   showManageInputField,
   onManageInputField,
   disableVariableInsertion = false,
-  onViewInternals,
+  toolNodeId,
+  paramKey = '',
 }: MixedVariableTextInputProps) => {
   const { t } = useTranslation()
   const controlPromptEditorRerenderKey = useStore(s => s.controlPromptEditorRerenderKey)
   const setControlPromptEditorRerenderKey = useStore(s => s.setControlPromptEditorRerenderKey)
+  const [isSubGraphModalOpen, setIsSubGraphModalOpen] = useState(false)
 
   const nodesByIdMap = useMemo(() => {
     return availableNodes.reduce((acc, node) => {
@@ -79,11 +83,6 @@ const MixedVariableTextInput = ({
 
   const [selectedAgent, setSelectedAgent] = useState<{ id: string, title: string } | null>(null)
 
-  useEffect(() => {
-    if (!detectedAgentFromValue && selectedAgent)
-      setSelectedAgent(null)
-  }, [detectedAgentFromValue, selectedAgent])
-
   const agentNodes = useMemo(() => {
     return availableNodes
       .filter(node => node.data.type === BlockEnum.Agent)
@@ -115,6 +114,18 @@ const MixedVariableTextInput = ({
 
   const displayedAgent = detectedAgentFromValue || (selectedAgent ? { nodeId: selectedAgent.id, name: selectedAgent.title } : null)
 
+  const handleOpenSubGraphModal = useCallback(() => {
+    setIsSubGraphModalOpen(true)
+  }, [])
+
+  const handleCloseSubGraphModal = useCallback(() => {
+    setIsSubGraphModalOpen(false)
+  }, [])
+
+  const sourceVariable: ValueSelector | undefined = displayedAgent
+    ? [displayedAgent.nodeId, 'text']
+    : undefined
+
   return (
     <div className={cn(
       'w-full rounded-lg border border-transparent bg-components-input-bg-normal',
@@ -126,7 +137,7 @@ const MixedVariableTextInput = ({
         <AgentHeaderBar
           agentName={displayedAgent.name}
           onRemove={handleAgentRemove}
-          onViewInternals={onViewInternals}
+          onViewInternals={handleOpenSubGraphModal}
         />
       )}
       <PromptEditor
@@ -162,6 +173,17 @@ const MixedVariableTextInput = ({
         placeholder={<Placeholder disableVariableInsertion={disableVariableInsertion} hasSelectedAgent={!!displayedAgent} />}
         onChange={onChange}
       />
+      {toolNodeId && displayedAgent && sourceVariable && (
+        <SubGraphModal
+          isOpen={isSubGraphModalOpen}
+          onClose={handleCloseSubGraphModal}
+          toolNodeId={toolNodeId}
+          paramKey={paramKey}
+          sourceVariable={sourceVariable}
+          agentName={displayedAgent.name}
+          agentNodeId={displayedAgent.nodeId}
+        />
+      )}
     </div>
   )
 }
diff --git a/web/app/components/workflow/nodes/tool/components/sub-graph-modal/config-panel.tsx b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/config-panel.tsx
new file mode 100644
index 0000000000..acc9929ee1
--- /dev/null
+++ b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/config-panel.tsx
@@ -0,0 +1,83 @@
+'use client'
+import type { FC } from 'react'
+import type { ConfigPanelProps, WhenOutputNoneOption } from './types'
+import { memo, useCallback, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import Field from '@/app/components/workflow/nodes/_base/components/field'
+import { cn } from '@/utils/classnames'
+
+const outputVariables = [
+  { name: 'text', type: 'string' },
+  { name: 'structured_output', type: 'object' },
+]
+
+const ConfigPanel: FC<ConfigPanelProps> = ({
+  toolNodeId: _toolNodeId,
+  paramKey: _paramKey,
+  activeTab,
+}) => {
+  const { t } = useTranslation()
+  const [whenOutputNone, setWhenOutputNone] = useState<WhenOutputNoneOption>('skip')
+
+  const handleWhenOutputNoneChange = useCallback((e: React.ChangeEvent<HTMLSelectElement>) => {
+    setWhenOutputNone(e.target.value as WhenOutputNoneOption)
+  }, [])
+
+  if (activeTab === 'lastRun') {
+    return (
+      <div className="flex h-full items-center justify-center p-4">
+        <div className="text-center">
+          <p className="system-sm-regular text-text-tertiary">
+            {t('subGraphModal.noRunHistory', { ns: 'workflow' })}
+          </p>
+        </div>
+      </div>
+    )
+  }
+
+  return (
+    <div className="space-y-4 p-4">
+      <Field
+        title={t('subGraphModal.outputVariables', { ns: 'workflow' })}
+      >
+        <div className="space-y-2">
+          {outputVariables.map(variable => (
+            <div
+              key={variable.name}
+              className="flex items-center justify-between rounded-lg bg-components-input-bg-normal px-3 py-2"
+            >
+              <span className="system-sm-medium text-text-secondary">{variable.name}</span>
+              <span className="system-xs-regular text-text-tertiary">{variable.type}</span>
+            </div>
+          ))}
+        </div>
+      </Field>
+
+      <Field
+        title={t('subGraphModal.whenOutputIsNone', { ns: 'workflow' })}
+      >
+        <select
+          className={cn(
+            'w-full rounded-lg border border-components-input-border-active bg-components-input-bg-normal px-3 py-2',
+            'system-sm-regular text-text-secondary',
+            'focus:border-primary-600 focus:outline-none',
+          )}
+          value={whenOutputNone}
+          onChange={handleWhenOutputNoneChange}
+        >
+          <option value="skip">
+            {t('subGraphModal.whenOutputNone.skip', { ns: 'workflow' })}
+          </option>
+          <option value="error">
+            {t('subGraphModal.whenOutputNone.error', { ns: 'workflow' })}
+          </option>
+          <option value="default">
+            {t('subGraphModal.whenOutputNone.default', { ns: 'workflow' })}
+          </option>
+        </select>
+      </Field>
+    </div>
+  )
+}
+
+export default memo(ConfigPanel)
diff --git a/web/app/components/workflow/nodes/tool/components/sub-graph-modal/index.tsx b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/index.tsx
new file mode 100644
index 0000000000..ee550b9c86
--- /dev/null
+++ b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/index.tsx
@@ -0,0 +1,72 @@
+'use client'
+import type { FC } from 'react'
+import type { SubGraphModalProps } from './types'
+import { Dialog, DialogPanel, Transition, TransitionChild } from '@headlessui/react'
+import { RiCloseLine } from '@remixicon/react'
+import { noop } from 'es-toolkit/function'
+import { Fragment, memo } from 'react'
+import { useTranslation } from 'react-i18next'
+import { Agent } from '@/app/components/base/icons/src/vender/workflow'
+import SubGraphCanvas from './sub-graph-canvas'
+
+const SubGraphModal: FC<SubGraphModalProps> = ({
+  isOpen,
+  onClose,
+  toolNodeId,
+  paramKey,
+  sourceVariable,
+  agentName,
+  agentNodeId,
+}) => {
+  const { t } = useTranslation()
+
+  return (
+    <Transition appear show={isOpen} as={Fragment}>
+      <Dialog as="div" className="relative z-[60]" onClose={noop}>
+        <TransitionChild>
+          <div className="fixed inset-0 bg-background-overlay duration-300 ease-in data-[closed]:opacity-0 data-[enter]:opacity-100 data-[leave]:opacity-0" />
+        </TransitionChild>
+        <div className="fixed inset-0 overflow-hidden">
+          <div className="flex h-full w-full items-center justify-center px-[10px] pb-[4px] pt-[24px]">
+            <TransitionChild>
+              <DialogPanel className="flex h-full w-full flex-col overflow-hidden rounded-2xl bg-components-panel-bg shadow-xl duration-100 ease-in data-[closed]:scale-95 data-[enter]:scale-100 data-[leave]:scale-95 data-[closed]:opacity-0 data-[enter]:opacity-100 data-[leave]:opacity-0">
+                <div className="flex h-14 shrink-0 items-center justify-between border-b border-divider-subtle px-4">
+                  <div className="flex items-center gap-2">
+                    <div className="flex h-6 w-6 items-center justify-center rounded bg-util-colors-indigo-indigo-500">
+                      <Agent className="h-4 w-4 text-text-primary-on-surface" />
+                    </div>
+                    <span className="system-md-semibold text-text-primary">
+                      @
+                      {agentName}
+                      {' '}
+                      {t('subGraphModal.title', { ns: 'workflow' })}
+                    </span>
+                  </div>
+                  <button
+                    type="button"
+                    className="flex h-8 w-8 items-center justify-center rounded-lg hover:bg-state-base-hover"
+                    onClick={onClose}
+                  >
+                    <RiCloseLine className="h-5 w-5 text-text-tertiary" />
+                  </button>
+                </div>
+
+                <div className="bg-workflow-canvas-wrapper relative flex-1 overflow-hidden">
+                  <SubGraphCanvas
+                    toolNodeId={toolNodeId}
+                    paramKey={paramKey}
+                    sourceVariable={sourceVariable}
+                    agentNodeId={agentNodeId}
+                    agentName={agentName}
+                  />
+                </div>
+              </DialogPanel>
+            </TransitionChild>
+          </div>
+        </div>
+      </Dialog>
+    </Transition>
+  )
+}
+
+export default memo(SubGraphModal)
diff --git a/web/app/components/workflow/nodes/tool/components/sub-graph-modal/store.ts b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/store.ts
new file mode 100644
index 0000000000..63723459f0
--- /dev/null
+++ b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/store.ts
@@ -0,0 +1,49 @@
+import type { CreateSubGraphSlice, SubGraphSliceShape } from './types'
+
+const initialState: Omit<SubGraphSliceShape, 'setSubGraphContext' | 'setSubGraphNodes' | 'setSubGraphEdges' | 'setSelectedOutputVar' | 'setWhenOutputNone' | 'setDefaultValue' | 'setShowDebugPanel' | 'setIsRunning' | 'setParentAvailableVars' | 'resetSubGraph'> = {
+  parentToolNodeId: '',
+  parameterKey: '',
+  sourceAgentNodeId: '',
+  sourceVariable: [],
+
+  subGraphNodes: [],
+  subGraphEdges: [],
+
+  selectedOutputVar: [],
+  whenOutputNone: 'skip',
+  defaultValue: '',
+
+  showDebugPanel: false,
+  isRunning: false,
+
+  parentAvailableVars: [],
+}
+
+export const createSubGraphSlice: CreateSubGraphSlice = set => ({
+  ...initialState,
+
+  setSubGraphContext: context => set(() => ({
+    parentToolNodeId: context.parentToolNodeId,
+    parameterKey: context.parameterKey,
+    sourceAgentNodeId: context.sourceAgentNodeId,
+    sourceVariable: context.sourceVariable,
+  })),
+
+  setSubGraphNodes: nodes => set(() => ({ subGraphNodes: nodes })),
+
+  setSubGraphEdges: edges => set(() => ({ subGraphEdges: edges })),
+
+  setSelectedOutputVar: selector => set(() => ({ selectedOutputVar: selector })),
+
+  setWhenOutputNone: option => set(() => ({ whenOutputNone: option })),
+
+  setDefaultValue: value => set(() => ({ defaultValue: value })),
+
+  setShowDebugPanel: show => set(() => ({ showDebugPanel: show })),
+
+  setIsRunning: running => set(() => ({ isRunning: running })),
+
+  setParentAvailableVars: vars => set(() => ({ parentAvailableVars: vars })),
+
+  resetSubGraph: () => set(() => ({ ...initialState })),
+})
diff --git a/web/app/components/workflow/nodes/tool/components/sub-graph-modal/sub-graph-canvas.tsx b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/sub-graph-canvas.tsx
new file mode 100644
index 0000000000..f13a48d87c
--- /dev/null
+++ b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/sub-graph-canvas.tsx
@@ -0,0 +1,27 @@
+'use client'
+import type { FC } from 'react'
+import type { SubGraphCanvasProps } from './types'
+import { memo } from 'react'
+import SubGraph from '@/app/components/sub-graph'
+
+const SubGraphCanvas: FC<SubGraphCanvasProps> = ({
+  toolNodeId,
+  paramKey,
+  sourceVariable,
+  agentNodeId,
+  agentName,
+}) => {
+  return (
+    <div className="h-full w-full">
+      <SubGraph
+        toolNodeId={toolNodeId}
+        paramKey={paramKey}
+        sourceVariable={sourceVariable}
+        agentNodeId={agentNodeId}
+        agentName={agentName}
+      />
+    </div>
+  )
+}
+
+export default memo(SubGraphCanvas)
diff --git a/web/app/components/workflow/nodes/tool/components/sub-graph-modal/types.ts b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/types.ts
new file mode 100644
index 0000000000..a8ce0496be
--- /dev/null
+++ b/web/app/components/workflow/nodes/tool/components/sub-graph-modal/types.ts
@@ -0,0 +1,103 @@
+import type { StateCreator } from 'zustand'
+import type { Edge, Node, NodeOutPutVar, ValueSelector, VarType } from '@/app/components/workflow/types'
+
+export type SubGraphNodeData = {
+  isInSubGraph: boolean
+  subGraph_id: string
+  subGraphParamKey: string
+}
+
+export type SubGraphNode = Node & {
+  data: Node['data'] & SubGraphNodeData
+}
+
+export type SubGraphSourceNodeData = {
+  title: string
+  sourceAgentNodeId: string
+  sourceVariable: ValueSelector
+  sourceVarType: VarType
+  isReadOnly: true
+  isInSubGraph: true
+  subGraph_id: string
+  subGraphParamKey: string
+}
+
+export type WhenOutputNoneOption = 'skip' | 'error' | 'default'
+
+export type SubGraphConfig = {
+  enabled: boolean
+  startNodeId: string
+  selectedOutputVar: ValueSelector
+  whenOutputNone: WhenOutputNoneOption
+  defaultValue?: string
+}
+
+export type SubGraphOutputVariable = {
+  nodeId: string
+  nodeName: string
+  variable: string
+  type: VarType
+  description?: string
+}
+
+export type SubGraphModalProps = {
+  isOpen: boolean
+  onClose: () => void
+  toolNodeId: string
+  paramKey: string
+  sourceVariable: ValueSelector
+  agentName: string
+  agentNodeId: string
+}
+
+export type ConfigPanelProps = {
+  toolNodeId: string
+  paramKey: string
+  activeTab: 'settings' | 'lastRun'
+  onTabChange: (tab: 'settings' | 'lastRun') => void
+}
+
+export type SubGraphCanvasProps = {
+  toolNodeId: string
+  paramKey: string
+  sourceVariable: ValueSelector
+  agentNodeId: string
+  agentName: string
+}
+
+export type SubGraphSliceShape = {
+  parentToolNodeId: string
+  parameterKey: string
+  sourceAgentNodeId: string
+  sourceVariable: ValueSelector
+
+  subGraphNodes: SubGraphNode[]
+  subGraphEdges: Edge[]
+
+  selectedOutputVar: ValueSelector
+  whenOutputNone: WhenOutputNoneOption
+  defaultValue: string
+
+  showDebugPanel: boolean
+  isRunning: boolean
+
+  parentAvailableVars: NodeOutPutVar[]
+
+  setSubGraphContext: (context: {
+    parentToolNodeId: string
+    parameterKey: string
+    sourceAgentNodeId: string
+    sourceVariable: ValueSelector
+  }) => void
+  setSubGraphNodes: (nodes: SubGraphNode[]) => void
+  setSubGraphEdges: (edges: Edge[]) => void
+  setSelectedOutputVar: (selector: ValueSelector) => void
+  setWhenOutputNone: (option: WhenOutputNoneOption) => void
+  setDefaultValue: (value: string) => void
+  setShowDebugPanel: (show: boolean) => void
+  setIsRunning: (running: boolean) => void
+  setParentAvailableVars: (vars: NodeOutPutVar[]) => void
+  resetSubGraph: () => void
+}
+
+export type CreateSubGraphSlice = StateCreator<SubGraphSliceShape>
diff --git a/web/i18n/en-US/workflow.json b/web/i18n/en-US/workflow.json
index 39bcee3050..686fe3f7cc 100644
--- a/web/i18n/en-US/workflow.json
+++ b/web/i18n/en-US/workflow.json
@@ -205,7 +205,7 @@
   "common.runApp": "Run App",
   "common.runHistory": "Run History",
   "common.running": "Running",
-  "common.searchAgent": "Search agent",
+  "common.searchAgent": "Search agent...",
   "common.searchVar": "Search variable",
   "common.setVarValuePlaceholder": "Set variable",
   "common.showRunHistory": "Show Run History",
@@ -217,7 +217,7 @@
   "common.variableNamePlaceholder": "Variable name",
   "common.versionHistory": "Version History",
   "common.viewDetailInTracingPanel": "View details",
-  "common.viewInternals": "View internals",
+  "common.viewInternals": "View Internals",
   "common.viewOnly": "View Only",
   "common.viewRunHistory": "View run history",
   "common.workflowAsTool": "Workflow as Tool",
@@ -988,6 +988,18 @@
   "singleRun.testRun": "Test Run",
   "singleRun.testRunIteration": "Test Run Iteration",
   "singleRun.testRunLoop": "Test Run Loop",
+  "subGraphModal.canvasPlaceholder": "Click to configure the internal structure",
+  "subGraphModal.internalStructure": "Internal structure",
+  "subGraphModal.lastRun": "LAST RUN",
+  "subGraphModal.noRunHistory": "No run history yet",
+  "subGraphModal.outputVariables": "OUTPUT VARIABLES",
+  "subGraphModal.settings": "SETTINGS",
+  "subGraphModal.sourceNode": "SOURCE",
+  "subGraphModal.title": "INTERNAL STRUCTURE",
+  "subGraphModal.whenOutputIsNone": "WHEN OUTPUT IS NONE",
+  "subGraphModal.whenOutputNone.default": "Use default value",
+  "subGraphModal.whenOutputNone.error": "Raise an error",
+  "subGraphModal.whenOutputNone.skip": "Skip this step",
   "tabs.-": "Default",
   "tabs.addAll": "Add all",
   "tabs.agent": "Agent Strategy",
diff --git a/web/i18n/ja-JP/workflow.json b/web/i18n/ja-JP/workflow.json
index ed7abb48a3..1435f672e8 100644
--- a/web/i18n/ja-JP/workflow.json
+++ b/web/i18n/ja-JP/workflow.json
@@ -203,7 +203,7 @@
   "common.runApp": "アプリを実行",
   "common.runHistory": "実行履歴",
   "common.running": "実行中",
-  "common.searchAgent": "エージェントを検索",
+  "common.searchAgent": "エージェントを検索...",
   "common.searchVar": "変数を検索",
   "common.setVarValuePlaceholder": "変数値を設定",
   "common.showRunHistory": "実行履歴を表示",
@@ -215,7 +215,7 @@
   "common.variableNamePlaceholder": "変数名を入力",
   "common.versionHistory": "バージョン履歴",
   "common.viewDetailInTracingPanel": "詳細を表示",
-  "common.viewInternals": "内部を表示",
+  "common.viewInternals": "内部構造を表示",
   "common.viewOnly": "閲覧のみ",
   "common.viewRunHistory": "実行履歴を表示",
   "common.workflowAsTool": "ワークフローをツールとして公開する",
@@ -985,6 +985,18 @@
   "singleRun.testRun": "テスト実行",
   "singleRun.testRunIteration": "テスト実行（イテレーション）",
   "singleRun.testRunLoop": "テスト実行ループ",
+  "subGraphModal.canvasPlaceholder": "クリックして内部構造を設定",
+  "subGraphModal.internalStructure": "内部構造",
+  "subGraphModal.lastRun": "前回の実行",
+  "subGraphModal.noRunHistory": "実行履歴がありません",
+  "subGraphModal.outputVariables": "出力変数",
+  "subGraphModal.settings": "設定",
+  "subGraphModal.sourceNode": "ソース",
+  "subGraphModal.title": "内部構造",
+  "subGraphModal.whenOutputIsNone": "出力が空の場合",
+  "subGraphModal.whenOutputNone.default": "デフォルト値を使用",
+  "subGraphModal.whenOutputNone.error": "エラーを発生させる",
+  "subGraphModal.whenOutputNone.skip": "このステップをスキップ",
   "tabs.-": "デフォルト",
   "tabs.addAll": "すべてを追加する",
   "tabs.agent": "エージェント戦略",
diff --git a/web/i18n/zh-Hans/workflow.json b/web/i18n/zh-Hans/workflow.json
index 24be2d6c67..2b863487b0 100644
--- a/web/i18n/zh-Hans/workflow.json
+++ b/web/i18n/zh-Hans/workflow.json
@@ -171,7 +171,7 @@
   "common.needConnectTip": "此节点尚未连接到其他节点",
   "common.needOutputNode": "必须添加输出节点",
   "common.needStartNode": "必须添加至少一个开始节点",
-  "common.noAgentNodes": "没有可用的代理节点",
+  "common.noAgentNodes": "没有可用的 Agent 节点",
   "common.noHistory": "没有历史版本",
   "common.noVar": "没有变量",
   "common.notRunning": "尚未运行",
@@ -203,7 +203,7 @@
   "common.runApp": "运行",
   "common.runHistory": "运行历史",
   "common.running": "运行中",
-  "common.searchAgent": "搜索代理",
+  "common.searchAgent": "搜索 Agent...",
   "common.searchVar": "搜索变量",
   "common.setVarValuePlaceholder": "设置变量值",
   "common.showRunHistory": "显示运行历史",
@@ -215,7 +215,7 @@
   "common.variableNamePlaceholder": "变量名",
   "common.versionHistory": "版本历史",
   "common.viewDetailInTracingPanel": "查看详细信息",
-  "common.viewInternals": "查看内部",
+  "common.viewInternals": "查看内部结构",
   "common.viewOnly": "只读",
   "common.viewRunHistory": "查看运行历史",
   "common.workflowAsTool": "发布为工具",
@@ -986,6 +986,18 @@
   "singleRun.testRun": "测试运行",
   "singleRun.testRunIteration": "测试运行迭代",
   "singleRun.testRunLoop": "测试运行循环",
+  "subGraphModal.canvasPlaceholder": "点击配置内部结构",
+  "subGraphModal.internalStructure": "内部结构",
+  "subGraphModal.lastRun": "上次运行",
+  "subGraphModal.noRunHistory": "暂无运行记录",
+  "subGraphModal.outputVariables": "输出变量",
+  "subGraphModal.settings": "设置",
+  "subGraphModal.sourceNode": "来源",
+  "subGraphModal.title": "内部结构",
+  "subGraphModal.whenOutputIsNone": "当输出为空时",
+  "subGraphModal.whenOutputNone.default": "使用默认值",
+  "subGraphModal.whenOutputNone.error": "抛出错误",
+  "subGraphModal.whenOutputNone.skip": "跳过此步骤",
   "tabs.-": "默认",
   "tabs.addAll": "添加全部",
   "tabs.agent": "Agent 策略",
diff --git a/web/i18n/zh-Hant/workflow.json b/web/i18n/zh-Hant/workflow.json
index e6f8e88fc5..11e91a7a9d 100644
--- a/web/i18n/zh-Hant/workflow.json
+++ b/web/i18n/zh-Hant/workflow.json
@@ -171,7 +171,7 @@
   "common.needConnectTip": "此節點尚未連接到其他節點",
   "common.needOutputNode": "必須新增輸出節點",
   "common.needStartNode": "至少必須新增一個起始節點",
-  "common.noAgentNodes": "沒有可用的代理節點",
+  "common.noAgentNodes": "沒有可用的 Agent 節點",
   "common.noHistory": "無歷史記錄",
   "common.noVar": "沒有變數",
   "common.notRunning": "尚未運行",
@@ -203,7 +203,7 @@
   "common.runApp": "運行",
   "common.runHistory": "運行歷史",
   "common.running": "運行中",
-  "common.searchAgent": "搜索代理",
+  "common.searchAgent": "搜尋 Agent...",
   "common.searchVar": "搜索變數",
   "common.setVarValuePlaceholder": "設置變數值",
   "common.showRunHistory": "顯示運行歷史",
@@ -215,7 +215,7 @@
   "common.variableNamePlaceholder": "變數名",
   "common.versionHistory": "版本歷史",
   "common.viewDetailInTracingPanel": "查看詳細信息",
-  "common.viewInternals": "查看內部",
+  "common.viewInternals": "檢視內部結構",
   "common.viewOnly": "只讀",
   "common.viewRunHistory": "查看運行歷史",
   "common.workflowAsTool": "發佈為工具",
@@ -985,6 +985,18 @@
   "singleRun.testRun": "測試運行",
   "singleRun.testRunIteration": "測試運行迭代",
   "singleRun.testRunLoop": "測試運行循環",
+  "subGraphModal.canvasPlaceholder": "點擊配置內部結構",
+  "subGraphModal.internalStructure": "內部結構",
+  "subGraphModal.lastRun": "上次執行",
+  "subGraphModal.noRunHistory": "暫無執行記錄",
+  "subGraphModal.outputVariables": "輸出變數",
+  "subGraphModal.settings": "設定",
+  "subGraphModal.sourceNode": "來源",
+  "subGraphModal.title": "內部結構",
+  "subGraphModal.whenOutputIsNone": "當輸出為空時",
+  "subGraphModal.whenOutputNone.default": "使用預設值",
+  "subGraphModal.whenOutputNone.error": "拋出錯誤",
+  "subGraphModal.whenOutputNone.skip": "跳過此步驟",
   "tabs.-": "預設",
   "tabs.addAll": "全部新增",
   "tabs.agent": "代理策略",