diff --git a/web/app/components/workflow/header/checklist/__tests__/index.spec.tsx b/web/app/components/workflow/header/checklist/__tests__/index.spec.tsx
index 9255d13bd3b..e79c66da2ef 100644
--- a/web/app/components/workflow/header/checklist/__tests__/index.spec.tsx
+++ b/web/app/components/workflow/header/checklist/__tests__/index.spec.tsx
@@ -1,9 +1,11 @@
 import type { ReactNode } from 'react'
+import type { ChecklistItem } from '../../../hooks/use-checklist'
 import { fireEvent, render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
 import { BlockEnum } from '../../../types'
 import WorkflowChecklist from '../index'
 
-let mockChecklistItems = [
+let mockChecklistItems: ChecklistItem[] = [
   {
     id: 'plugin-1',
     type: BlockEnum.Tool,
@@ -23,6 +25,7 @@ let mockChecklistItems = [
 ]
 
 const mockHandleNodeSelect = vi.fn()
+const mockSetOpenInlineAgentPanelNodeId = vi.fn()
 
 type PopoverProps = {
   children: ReactNode
@@ -50,6 +53,17 @@ vi.mock('../../../hooks/use-nodes-interactions', () => ({
   }),
 }))
 
+vi.mock('../../../store', () => ({
+  useStore: (
+    selector: (state: {
+      setOpenInlineAgentPanelNodeId: typeof mockSetOpenInlineAgentPanelNodeId
+    }) => unknown,
+  ) =>
+    selector({
+      setOpenInlineAgentPanelNodeId: mockSetOpenInlineAgentPanelNodeId,
+    }),
+}))
+
 vi.mock('../../../hooks-store/store', () => ({
   useHooksStore: (selector: (state: { configsMap: { flowType: string } }) => unknown) =>
     selector({
@@ -129,6 +143,7 @@ describe('WorkflowChecklist', () => {
     fireEvent.click(screen.getByTestId('node-group-Broken Node'))
 
     expect(mockHandleNodeSelect).toHaveBeenCalledWith('node-1')
+    expect(mockSetOpenInlineAgentPanelNodeId).not.toHaveBeenCalled()
   })
 
   it('should use the custom item click handler when provided', () => {
@@ -141,6 +156,22 @@ describe('WorkflowChecklist', () => {
     expect(mockHandleNodeSelect).not.toHaveBeenCalled()
   })
 
+  it('should open the inline agent editor after selecting an inline agent reference warning', async () => {
+    const user = userEvent.setup()
+    mockChecklistItems[1] = {
+      ...mockChecklistItems[1]!,
+      type: BlockEnum.AgentV2,
+      title: 'Inline Agent',
+      openInlineAgentPanel: true,
+    }
+    render(<WorkflowChecklist disabled={false} />)
+
+    await user.click(screen.getByTestId('node-group-Inline Agent'))
+
+    expect(mockHandleNodeSelect).toHaveBeenCalledWith('node-1')
+    expect(mockSetOpenInlineAgentPanelNodeId).toHaveBeenCalledWith('node-1')
+  })
+
   it('should render the resolved state when there are no checklist warnings', () => {
     mockChecklistItems = []
 
diff --git a/web/app/components/workflow/header/checklist/index.tsx b/web/app/components/workflow/header/checklist/index.tsx
index 76a9b85bc84..2b6511d5e8e 100644
--- a/web/app/components/workflow/header/checklist/index.tsx
+++ b/web/app/components/workflow/header/checklist/index.tsx
@@ -16,6 +16,7 @@ import useNodes from '@/app/components/workflow/store/workflow/use-nodes'
 import { useHooksStore } from '../../hooks-store/store'
 import { useChecklist } from '../../hooks/use-checklist'
 import { useNodesInteractions } from '../../hooks/use-nodes-interactions'
+import { useStore } from '../../store'
 import { ChecklistNodeGroup } from './node-group'
 import { ChecklistPluginGroup } from './plugin-group'
 
@@ -33,6 +34,7 @@ const WorkflowChecklist = ({ disabled, showGoTo = true, onItemClick }: WorkflowC
   const flowType = useHooksStore((s) => s.configsMap?.flowType)
   const needWarningNodes = useChecklist(nodes, edges, { flowType })
   const { handleNodeSelect } = useNodesInteractions()
+  const setOpenInlineAgentPanelNodeId = useStore((state) => state.setOpenInlineAgentPanelNodeId)
   const checklistLabel = t(($) => $['panel.checklist'], { ns: 'workflow' })
 
   const { pluginItems, nodeItems } = useMemo(() => {
@@ -47,7 +49,10 @@ const WorkflowChecklist = ({ disabled, showGoTo = true, onItemClick }: WorkflowC
 
   const handleItemClick = (item: ChecklistItem) => {
     if (onItemClick) onItemClick(item)
-    else handleNodeSelect(item.id)
+    else {
+      handleNodeSelect(item.id)
+      if (item.openInlineAgentPanel) setOpenInlineAgentPanelNodeId(item.id)
+    }
     setOpen(false)
   }
 
diff --git a/web/app/components/workflow/hooks/__tests__/use-checklist.spec.ts b/web/app/components/workflow/hooks/__tests__/use-checklist.spec.ts
index 2468f528df1..8872342821c 100644
--- a/web/app/components/workflow/hooks/__tests__/use-checklist.spec.ts
+++ b/web/app/components/workflow/hooks/__tests__/use-checklist.spec.ts
@@ -327,6 +327,7 @@ describe('useChecklist', () => {
         expect.objectContaining({
           id: nodeId,
           errorMessages: [scenario.errorMessage],
+          openInlineAgentPanel: true,
         }),
       ])
     })
diff --git a/web/app/components/workflow/hooks/use-checklist.ts b/web/app/components/workflow/hooks/use-checklist.ts
index ea9ebb9d45b..98582076d6d 100644
--- a/web/app/components/workflow/hooks/use-checklist.ts
+++ b/web/app/components/workflow/hooks/use-checklist.ts
@@ -81,6 +81,7 @@ export type ChecklistItem = {
   disableGoTo?: boolean
   isPluginMissing?: boolean
   pluginUniqueIdentifier?: string
+  openInlineAgentPanel?: boolean
 }
 
 type CheckValidExtraData = Record<string, unknown> | undefined
@@ -352,6 +353,7 @@ export const useChecklist = (nodes: Node[], edges: Edge[], options?: { flowType?
         })
 
         const errorMessages: string[] = []
+        const missingReferences = inlineAgentMissingReferences[node!.id]
 
         if (isPluginMissing) {
           errorMessages.push(t(($) => $['nodes.common.pluginNotInstalled'], { ns: 'workflow' }))
@@ -379,7 +381,6 @@ export const useChecklist = (nodes: Node[], edges: Edge[], options?: { flowType?
             if (validationError) errorMessages.push(validationError)
           }
 
-          const missingReferences = inlineAgentMissingReferences[node!.id]
           if (missingReferences?.hasMissingFiles)
             errorMessages.push(
               t(($) => $['agentDetail.configure.files.missing'], { ns: 'agentV2' }),
@@ -429,6 +430,7 @@ export const useChecklist = (nodes: Node[], edges: Edge[], options?: { flowType?
             pluginUniqueIdentifier: isPluginMissing
               ? (node!.data as { plugin_unique_identifier?: string }).plugin_unique_identifier
               : undefined,
+            ...(missingReferences ? { openInlineAgentPanel: true } : {}),
           })
         }
       }