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diff --git a/‎apps/admin/src/api/ai-overview.ts‎
Lines changed: 126 additions & 0 deletions b/‎apps/admin/src/api/ai-overview.ts‎
Lines changed: 126 additions & 0 deletions
diff --git a/‎apps/admin/src/api/ai.ts‎
Lines changed: 28 additions & 10 deletions b/‎apps/admin/src/api/ai.ts‎
Lines changed: 28 additions & 10 deletions
diff --git a/‎apps/admin/src/features/ai/components/article-grouped/ArticleGroupedDetailRoute.tsx‎
Lines changed: 10 additions & 3 deletions b/‎apps/admin/src/features/ai/components/article-grouped/ArticleGroupedDetailRoute.tsx‎
Lines changed: 10 additions & 3 deletions
diff --git a/‎apps/admin/src/features/ai/components/article-grouped/GeneratePromptModal.tsx‎
Lines changed: 57 additions & 17 deletions b/‎apps/admin/src/features/ai/components/article-grouped/GeneratePromptModal.tsx‎
Lines changed: 57 additions & 17 deletions
diff --git a/‎apps/admin/src/features/ai/components/article-grouped/types.ts‎
Lines changed: 4 additions & 1 deletion b/‎apps/admin/src/features/ai/components/article-grouped/types.ts‎
Lines changed: 4 additions & 1 deletion
@@ -0,0 +1,126 @@
+import type { ArticleInfo, GenerationMetrics, PaginationInfo } from './ai'
+import { getJson } from './http'
+
+export const AI_OVERVIEW_CAPABILITIES = [
+  'summary',
+  'insights',
+  'translation',
+  'tts',
+] as const
+
+export type AiOverviewCapability = (typeof AI_OVERVIEW_CAPABILITIES)[number]
+
+export interface CapabilityCoverage {
+  applicable: boolean
+  expected: string[]
+  langs: string[]
+}
+
+export type ArticleCoverage = Record<
+  AiOverviewCapability,
+  CapabilityCoverage
+> & {
+  sourceLang: string | null
+}
+
+export interface AiOverviewListRow {
+  article: ArticleInfo
+  coverage: ArticleCoverage
+  gapCount: number
+}
+
+export interface AiOverviewListResponse {
+  data: AiOverviewListRow[]
+  pagination: PaginationInfo
+}
+
+interface AssetBase {
+  createdAt: string
+  generationMetrics?: GenerationMetrics | null
+  id: string
+  lang: string
+}
+
+export interface SummaryAsset extends AssetBase {
+  isTranslation: boolean
+  sourceLang: string | null
+  summary: string
+}
+
+export interface InsightsAsset extends AssetBase {
+  content: string
+  isTranslation: boolean
+  sourceLang: string | null
+}
+
+export interface TranslationAsset extends AssetBase {
+  aiModel: string | null
+  sourceLang: string
+  updatedAt: string | null
+}
+
+export interface TtsAsset extends AssetBase {
+  charCount: number
+  durationMs: number | null
+  isTranslation: boolean
+  updatedAt: string | null
+}
+
+export interface CostBucket {
+  cacheReadTokens: number
+  cacheWriteTokens: number
+  costTotalUsd: number
+  generationCount: number
+  inputTokens: number
+  outputTokens: number
+  totalTokens: number
+}
+
+export const ACTIVE_TASK_STATUSES = ['pending', 'running'] as const
+
+export interface ActiveGeneration {
+  capability: AiOverviewCapability
+  completedItems: number | null
+  error: string | null
+  langs: string[]
+  progress: number | null
+  progressMessage: string | null
+  startedAt: number | null
+  status: string
+  taskId: string
+  totalItems: number | null
+}
+
+export interface AiOverviewDetail {
+  activeTasks: ActiveGeneration[]
+  article: ArticleInfo
+  assets: {
+    insights: InsightsAsset[]
+    summary: SummaryAsset[]
+    translation: TranslationAsset[]
+    tts: TtsAsset[]
+  }
+  cost: {
+    byResourceType: Record<AiOverviewCapability, CostBucket>
+    models: string[]
+    total: CostBucket
+  }
+  coverage: ArticleCoverage
+}
+
+export const OVERVIEW_ARTICLE_TYPES = ['post', 'note', 'page'] as const
+
+export type OverviewArticleType = (typeof OVERVIEW_ARTICLE_TYPES)[number]
+
+export function getOverviewGrouped(params?: {
+  page?: number
+  search?: string
+  size?: number
+  type?: OverviewArticleType
+}) {
+  return getJson<AiOverviewListResponse>('/ai/overview/grouped', params)
+}
+
+export function getArticleOverview(refId: string) {
+  return getJson<AiOverviewDetail>(`/ai/overview/article/${refId}`)
+}
@@ -280,9 +280,24 @@ export function updateSummary(id: string, data: { summary: string }) {
   return patchJson<AISummary, { summary: string }>(`/ai/summaries/${id}`, data)
 }
 
-export function createSummaryTask(data: { lang?: string; refId: string }) {
-  return postJson<CreateTaskResponse, { lang?: string; refId: string }>(
-    '/ai/summaries/task',
+export function createSummaryTask(data: {
+  force?: boolean
+  refId: string
+  targetLanguages?: string[]
+}) {
+  return postJson<
+    CreateTaskResponse,
+    { force?: boolean; refId: string; targetLanguages?: string[] }
+  >('/ai/summaries/task', data)
+}
+
+export function createSummaryTranslationTask(data: {
+  force?: boolean
+  refId: string
+  targetLang: string
+}) {
+  return postJson<CreateTaskResponse, typeof data>(
+    '/ai/summaries/task/translate',
     data,
   )
 }
@@ -307,18 +322,20 @@ export function updateInsights(id: string, data: { content: string }) {
   return patchJson<AIInsights, { content: string }>(`/ai/insights/${id}`, data)
 }
 
-export function createInsightsTask(data: { refId: string }) {
-  return postJson<CreateTaskResponse, { refId: string }>(
-    '/ai/insights/task',
-    data,
-  )
+export function createInsightsTask(data: {
+  force?: boolean
+  refId: string
+  targetLanguages?: string[]
+}) {
+  return postJson<CreateTaskResponse, typeof data>('/ai/insights/task', data)
 }
 
 export function createInsightsTranslationTask(data: {
+  force?: boolean
   refId: string
   targetLang: string
 }) {
-  return postJson<CreateTaskResponse, { refId: string; targetLang: string }>(
+  return postJson<CreateTaskResponse, typeof data>(
     '/ai/insights/task/translate',
     data,
   )
@@ -378,12 +395,13 @@ export function updateTranslation(
 }
 
 export function createTranslationTask(data: {
+  force?: boolean
   refId: string
   targetLanguages?: string[]
 }) {
   return postJson<
     CreateTaskResponse,
-    { refId: string; targetLanguages?: string[] }
+    { force?: boolean; refId: string; targetLanguages?: string[] }
   >('/ai/translations/task', data)
 }
 
 
@@ -10,6 +10,7 @@ import { adminQueryKeys } from '~/query/keys'
 import { confirmDialog } from '~/ui/feedback/confirm'
 import { ContentLayout, ContentLayoutSlot } from '~/ui/layout/content-layout'
 
+import { useAiDefaultLangs } from '../../hooks/use-ai-default-langs'
 import { getErrorMessage } from '../../utils/ai'
 import { useArticleGroupedRouteContext } from './article-grouped-route-context'
 import { ArticleDetailEmptyState } from './ArticleDetailEmptyState'
@@ -26,6 +27,7 @@ export function ArticleGroupedDetailRoute<TItem>() {
   const queryClient = useQueryClient()
   const ctx = useArticleGroupedRouteContext<TItem>()
   const { config } = ctx
+  const defaultLangs = useAiDefaultLangs(config.generate.defaultLangsOptionKey)
 
   const [editingItemId, setEditingItemId] = useState<string | null>(null)
 
@@ -94,7 +96,7 @@ export function ArticleGroupedDetailRoute<TItem>() {
   })
 
   const generateMutation = useMutation({
-    mutationFn: (input: { refId: string; lang?: string }) =>
+    mutationFn: (input: { refId: string; langs?: string[]; force?: boolean }) =>
       config.generate.runTask(input),
     onError: (error: unknown) =>
       toast.error(getErrorMessage(error, t('ai.toast.taskCreateFailed'))),
@@ -130,13 +132,18 @@ export function ArticleGroupedDetailRoute<TItem>() {
   const handleGenerate = async () => {
     if (!id) return
     const result = await presentGeneratePrompt({
+      defaultLangs,
       inlineEmpty: t(config.inlineEmptyKey, { kind: t(config.kindKey) }),
-      langLabel: t('ai.translation.langLabel'),
+      langLabel: t('ai.generate.langsLabel'),
       promptForLang: Boolean(config.generate.promptForLang),
       title: t(config.generate.labelKey),
     })
     if (!result) return
-    await generateMutation.mutateAsync({ refId: id, lang: result.lang })
+    await generateMutation.mutateAsync({
+      force: result.force,
+      langs: result.langs,
+      refId: id,
+    })
   }
 
   const { keyboardActions, buildMenu } = useItemActions<TItem>({
 
@@ -1,62 +1,102 @@
 import type { FormEvent } from 'react'
 import { useState } from 'react'
 
+import { SmallBadge } from '~/features/tasks/components/TaskPrimitives'
 import { useI18n } from '~/i18n'
 import { ModalFooter, ModalHeader } from '~/ui/feedback/modal'
 import { present, useModal } from '~/ui/feedback/modal-imperative'
 import { Button } from '~/ui/primitives/button'
+import { Checkbox } from '~/ui/primitives/checkbox'
 import { TextInput } from '~/ui/primitives/text-field'
 
+import { parseLangInput } from '../../utils/ai'
+
+const MAX_LANGS = 8
+
 export interface GeneratePromptModalProps {
   title: string
   promptForLang: boolean
   langLabel: string
   inlineEmpty?: string
+  defaultLangs?: string[]
 }
 
 export interface GeneratePromptResult {
-  lang?: string
+  langs: string[]
+  force: boolean
 }
 
 function GeneratePromptModal(props: GeneratePromptModalProps) {
   const { t } = useI18n()
   const modal = useModal<GeneratePromptResult>()
-  const [lang, setLang] = useState('zh')
+  const [langInput, setLangInput] = useState(
+    props.defaultLangs?.join(', ') ?? '',
+  )
+  const [force, setForce] = useState(false)
+
+  const langs = parseLangInput(langInput)
+  const tooMany = props.promptForLang && langs.length > MAX_LANGS
 
   const handleSubmit = (event?: FormEvent) => {
     event?.preventDefault()
-    if (props.promptForLang) {
-      const trimmed = lang.trim().toLowerCase()
-      if (!trimmed) return
-      modal.close({ lang: trimmed })
-    } else {
-      modal.close({})
-    }
+    if (tooMany) return
+    modal.close({
+      force,
+      langs: props.promptForLang ? langs : [],
+    })
   }
 
   return (
     <form className="flex w-full flex-col" onSubmit={handleSubmit}>
       <ModalHeader title={props.title} />
       <div className="space-y-4 px-5 py-4">
         {props.promptForLang ? (
-          <TextInput
-            autoFocus
-            label={props.langLabel}
-            onChange={setLang}
-            placeholder="zh"
-            value={lang}
-          />
+          <div className="grid gap-1.5 text-sm">
+            <TextInput
+              autoFocus
+              label={props.langLabel}
+              onChange={setLangInput}
+              placeholder="zh, en, ja"
+              value={langInput}
+            />
+            <p className="text-xs text-fg-muted">
+              {t('ai.generate.langsHint')}
+            </p>
+            {langs.length > 0 ? (
+              <div className="flex flex-wrap items-center gap-1.5">
+                {langs.map((lang) => (
+                  <SmallBadge key={lang}>{lang}</SmallBadge>
+                ))}
+                <span className="text-xs text-fg-muted">
+                  {t('ai.generate.langsCount', { count: langs.length })}
+                </span>
+              </div>
+            ) : null}
+            {tooMany ? (
+              <span className="text-xs text-red-500">
+                {t('ai.generate.langsTooMany', { max: MAX_LANGS })}
+              </span>
+            ) : null}
+          </div>
         ) : (
           <p className="text-sm text-fg-muted">
             {props.inlineEmpty ?? props.title}
           </p>
         )}
+        <div className="grid gap-1">
+          <Checkbox
+            checked={force}
+            label={t('ai.generate.forceLabel')}
+            onCheckedChange={setForce}
+          />
+          <p className="text-xs text-fg-muted">{t('ai.generate.forceHint')}</p>
+        </div>
       </div>
       <ModalFooter>
         <Button onClick={() => modal.dismiss()} type="button" variant="subtle">
           {t('common.cancel')}
         </Button>
-        <Button type="submit" variant="primary">
+        <Button disabled={tooMany} type="submit" variant="primary">
           {props.title}
         </Button>
       </ModalFooter>
 
@@ -68,9 +68,12 @@ export interface ArticleGroupedConfig<TItem> {
     labelKey: TranslationKey
     icon: LucideIcon
     promptForLang?: boolean
+    defaultLangsOptionKey?:
+      'summaryTargetLanguages' | 'translationTargetLanguages'
     runTask: (input: {
       refId: string
-      lang?: string
+      langs?: string[]
+      force?: boolean
     }) => Promise<{ created: boolean; taskId: string }>
     taskTypeForQueue: 'Insights' | 'Summary' | 'Translation' | 'Tts'
   }