diff --git a/apps/admin-web/src/components/ArticleEditorCanvas.vue b/apps/admin-web/src/components/ArticleEditorCanvas.vue
index 79e56a9..d301a80 100644
--- a/apps/admin-web/src/components/ArticleEditorCanvas.vue
+++ b/apps/admin-web/src/components/ArticleEditorCanvas.vue
@@ -57,6 +57,7 @@ import {
 } from '@milkdown/kit/prose/state'
 import { Decoration, DecorationSet, type EditorView } from '@milkdown/kit/prose/view'
 import { callCommand, replaceAll } from '@milkdown/kit/utils'
+import { useQueryClient } from '@tanstack/vue-query'
 import { message } from 'ant-design-vue'
 // NOTE: import each common stylesheet explicitly instead of the aggregate
 // `theme/common/style.css`. The aggregate transitively `@import`s `latex.css`,
@@ -121,6 +122,7 @@ const emit = defineEmits<{
 }>()
 
 const { t } = useI18n()
+const queryClient = useQueryClient()
 const crepeRef = shallowRef<Crepe | null>(null)
 const syncingExternalMarkdown = ref(false)
 const editorRootRef = ref<HTMLElement | null>(null)
@@ -1481,6 +1483,7 @@ async function generateAiOptimizePreview(): Promise<void> {
     if (aiOptimizeAbortController === controller) {
       aiOptimizeAbortController = null
     }
+    void queryClient.invalidateQueries({ queryKey: ['workspace'] })
   }
 }
 
diff --git a/apps/admin-web/src/components/GenerateTaskDrawer.vue b/apps/admin-web/src/components/GenerateTaskDrawer.vue
index d65b0de..6a393e8 100644
--- a/apps/admin-web/src/components/GenerateTaskDrawer.vue
+++ b/apps/admin-web/src/components/GenerateTaskDrawer.vue
@@ -173,6 +173,7 @@ const instantGenerateMutation = useMutation({
     await Promise.all([
       queryClient.invalidateQueries({ queryKey: ['articles'] }),
       queryClient.invalidateQueries({ queryKey: ['instantTasks'] }),
+      queryClient.invalidateQueries({ queryKey: ['workspace'] }),
     ])
   },
   onError: (error) => message.error(formatError(error)),
diff --git a/apps/admin-web/src/components/kol/KolPromptEditor.vue b/apps/admin-web/src/components/kol/KolPromptEditor.vue
index e74115f..c5de98f 100644
--- a/apps/admin-web/src/components/kol/KolPromptEditor.vue
+++ b/apps/admin-web/src/components/kol/KolPromptEditor.vue
@@ -275,6 +275,7 @@ async function runAiAssistStream(payload: KolAssistRequest) {
     if (aiAssistAbortController === controller) {
       aiAssistAbortController = null
     }
+    void queryClient.invalidateQueries({ queryKey: ['workspace'] })
   }
 }
 
@@ -411,6 +412,7 @@ async function generateSelectionAiPreview() {
     if (selectionAiAbortController === controller) {
       selectionAiAbortController = null
     }
+    void queryClient.invalidateQueries({ queryKey: ['workspace'] })
   }
 }
 
diff --git a/apps/admin-web/src/views/FreeCreateView.vue b/apps/admin-web/src/views/FreeCreateView.vue
index 4454d85..13b2dd5 100644
--- a/apps/admin-web/src/views/FreeCreateView.vue
+++ b/apps/admin-web/src/views/FreeCreateView.vue
@@ -95,6 +95,7 @@ const deleteMutation = useMutation({
 const createMutation = useMutation({
   mutationFn: () => articlesApi.create({}),
   onSuccess: (data) => {
+    void queryClient.invalidateQueries({ queryKey: ['workspace'] })
     void router.push({ name: 'article-editor', params: { id: String(data.id) } })
   },
   onError: (error) => {
diff --git a/apps/admin-web/src/views/TemplateWizardView.vue b/apps/admin-web/src/views/TemplateWizardView.vue
index 7638ebc..7edf042 100644
--- a/apps/admin-web/src/views/TemplateWizardView.vue
+++ b/apps/admin-web/src/views/TemplateWizardView.vue
@@ -839,6 +839,7 @@ function beginAssistTask(kind: 'analyze' | 'title' | 'outline'): void {
 }
 
 function endAssistTask(): void {
+  void queryClient.invalidateQueries({ queryKey: ['workspace'] })
   window.setTimeout(() => {
     assistModalOpen.value = false
     assistBusy.value = false