chore: checkpoint admin editor and perf work

admin/src/App.tsx

@@ -1,5 +1,7 @@
 import {
   createContext,
+  lazy,
+  Suspense,
   startTransition,
   useContext,
   useEffect,
@@ -22,13 +24,40 @@ import { Toaster, toast } from 'sonner'
 import { AppShell } from '@/components/app-shell'
 import { adminApi, ApiError } from '@/lib/api'
 import type { AdminSessionResponse } from '@/lib/types'
-import { CommentsPage } from '@/pages/comments-page'
-import { DashboardPage } from '@/pages/dashboard-page'
-import { FriendLinksPage } from '@/pages/friend-links-page'
 import { LoginPage } from '@/pages/login-page'
-import { PostsPage } from '@/pages/posts-page'
+
-import { ReviewsPage } from '@/pages/reviews-page'
+const DashboardPage = lazy(async () => {
-import { SiteSettingsPage } from '@/pages/site-settings-page'
+  const mod = await import('@/pages/dashboard-page')
+  return { default: mod.DashboardPage }
+})
+const AnalyticsPage = lazy(async () => {
+  const mod = await import('@/pages/analytics-page')
+  return { default: mod.AnalyticsPage }
+})
+const PostsPage = lazy(async () => {
+  const mod = await import('@/pages/posts-page')
+  return { default: mod.PostsPage }
+})
+const CommentsPage = lazy(async () => {
+  const mod = await import('@/pages/comments-page')
+  return { default: mod.CommentsPage }
+})
+const FriendLinksPage = lazy(async () => {
+  const mod = await import('@/pages/friend-links-page')
+  return { default: mod.FriendLinksPage }
+})
+const MediaPage = lazy(async () => {
+  const mod = await import('@/pages/media-page')
+  return { default: mod.MediaPage }
+})
+const ReviewsPage = lazy(async () => {
+  const mod = await import('@/pages/reviews-page')
+  return { default: mod.ReviewsPage }
+})
+const SiteSettingsPage = lazy(async () => {
+  const mod = await import('@/pages/site-settings-page')
+  return { default: mod.SiteSettingsPage }
+})
 
 type SessionContextValue = {
   session: AdminSessionResponse
@@ -69,6 +98,26 @@ function AppLoadingScreen() {
   )
 }
 
+function RouteLoadingScreen() {
+  return (
+    <div className="flex min-h-[320px] items-center justify-center rounded-3xl border border-border/70 bg-card/60 px-6 py-10 text-center text-muted-foreground">
+      <div className="space-y-3">
+        <div className="mx-auto flex h-12 w-12 items-center justify-center rounded-2xl border border-primary/20 bg-primary/10 text-primary">
+          <LoaderCircle className="h-5 w-5 animate-spin" />
+        </div>
+        <div>
+          <p className="text-sm font-medium text-foreground">正在加载页面模块</p>
+          <p className="mt-1 text-sm">大型编辑器与工作台页面会按需加载。</p>
+        </div>
+      </div>
+    </div>
+  )
+}
+
+function LazyRoute({ children }: { children: ReactNode }) {
+  return <Suspense fallback={<RouteLoadingScreen />}>{children}</Suspense>
+}
+
 function RequireAuth({ children }: { children: ReactNode }) {
   const { session } = useSession()
 
@@ -151,14 +200,79 @@ function AppRoutes() {
             <ProtectedLayout />
           </RequireAuth>
         }
-      >
+        >
-        <Route index element={<DashboardPage />} />
+        <Route
-        <Route path="posts" element={<PostsPage />} />
+          index
-        <Route path="posts/:slug" element={<PostsPage />} />
+          element={
-        <Route path="comments" element={<CommentsPage />} />
+            <LazyRoute>
-        <Route path="friend-links" element={<FriendLinksPage />} />
+              <DashboardPage />
-        <Route path="reviews" element={<ReviewsPage />} />
+            </LazyRoute>
-        <Route path="settings" element={<SiteSettingsPage />} />
+          }
+        />
+        <Route
+          path="analytics"
+          element={
+            <LazyRoute>
+              <AnalyticsPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="posts"
+          element={
+            <LazyRoute>
+              <PostsPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="posts/:slug"
+          element={
+            <LazyRoute>
+              <PostsPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="comments"
+          element={
+            <LazyRoute>
+              <CommentsPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="friend-links"
+          element={
+            <LazyRoute>
+              <FriendLinksPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="media"
+          element={
+            <LazyRoute>
+              <MediaPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="reviews"
+          element={
+            <LazyRoute>
+              <ReviewsPage />
+            </LazyRoute>
+          }
+        />
+        <Route
+          path="settings"
+          element={
+            <LazyRoute>
+              <SiteSettingsPage />
+            </LazyRoute>
+          }
+        />
       </Route>
       <Route path="*" element={<Navigate to="/" replace />} />
     </Routes>

admin/src/components/app-shell.tsx

@@ -1,6 +1,8 @@
 import {
+  BarChart3,
   BookOpenText,
   ExternalLink,
+  Image as ImageIcon,
   LayoutDashboard,
   Link2,
   LogOut,
@@ -25,6 +27,12 @@ const primaryNav = [
     description: '站点运营总览',
     icon: LayoutDashboard,
   },
+  {
+    to: '/analytics',
+    label: '数据分析',
+    description: '搜索词与 AI 问答洞察',
+    icon: BarChart3,
+  },
   {
     to: '/posts',
     label: '文章',
@@ -49,6 +57,12 @@ const primaryNav = [
     description: '评测内容库',
     icon: BookOpenText,
   },
+  {
+    to: '/media',
+    label: '媒体库',
+    description: '对象存储图片管理',
+    icon: ImageIcon,
+  },
   {
     to: '/settings',
     label: '设置',

admin/src/components/lazy-monaco.tsx

@@ -0,0 +1,72 @@
+import { lazy, Suspense } from 'react'
+
+import type { DiffEditorProps, EditorProps } from '@monaco-editor/react'
+
+const MonacoEditor = lazy(async () => {
+  const mod = await import('@monaco-editor/react')
+  return { default: mod.default }
+})
+
+const MonacoDiffEditor = lazy(async () => {
+  const mod = await import('@monaco-editor/react')
+  return { default: mod.DiffEditor }
+})
+
+function MonacoLoading({
+  height,
+  width,
+  className,
+  loading,
+}: {
+  height?: string | number
+  width?: string | number
+  className?: string
+  loading?: React.ReactNode
+}) {
+  return (
+    <div
+      className={className}
+      style={{ height: height ?? '100%', width: width ?? '100%' }}
+    >
+      {loading ?? (
+        <div className="flex h-full min-h-[280px] items-center justify-center bg-[#111111] text-sm text-slate-400">
+          正在加载编辑器...
+        </div>
+      )}
+    </div>
+  )
+}
+
+export function LazyEditor(props: EditorProps) {
+  return (
+    <Suspense
+      fallback={
+        <MonacoLoading
+          height={props.height}
+          width={props.width}
+          className={props.className}
+          loading={props.loading}
+        />
+      }
+    >
+      <MonacoEditor {...props} />
+    </Suspense>
+  )
+}
+
+export function LazyDiffEditor(props: DiffEditorProps) {
+  return (
+    <Suspense
+      fallback={
+        <MonacoLoading
+          height={props.height}
+          width={props.width}
+          className={props.className}
+          loading={props.loading}
+        />
+      }
+    >
+      <MonacoDiffEditor {...props} />
+    </Suspense>
+  )
+}

admin/src/components/markdown-preview.tsx

@@ -1,6 +1,6 @@
 import DOMPurify from 'dompurify'
 import { marked } from 'marked'
-import { useMemo } from 'react'
+import { useDeferredValue, useMemo } from 'react'
 
 import { cn } from '@/lib/utils'
 
@@ -15,10 +15,11 @@ marked.setOptions({
 })
 
 export function MarkdownPreview({ markdown, className }: MarkdownPreviewProps) {
+  const deferredMarkdown = useDeferredValue(markdown)
   const html = useMemo(() => {
-    const rendered = marked.parse(markdown || '暂无内容。')
+    const rendered = marked.parse(deferredMarkdown || '暂无内容。')
     return DOMPurify.sanitize(typeof rendered === 'string' ? rendered : '')
-  }, [markdown])
+  }, [deferredMarkdown])
 
   return (
     <div className={cn('h-full overflow-y-auto bg-[#fcfcfd]', className)}>

admin/src/components/markdown-workbench.tsx

@@ -2,9 +2,10 @@ import type { ReactNode } from 'react'
 import { useEffect, useState } from 'react'
 import { createPortal } from 'react-dom'
 
-import Editor, { DiffEditor, type BeforeMount } from '@monaco-editor/react'
+import type { BeforeMount } from '@monaco-editor/react'
 import { Expand, Minimize2, Sparkles } from 'lucide-react'
 
+import { LazyDiffEditor, LazyEditor } from '@/components/lazy-monaco'
 import { Button } from '@/components/ui/button'
 import { cn } from '@/lib/utils'
 
@@ -16,6 +17,7 @@ type MarkdownWorkbenchProps = {
   originalValue: string
   diffValue?: string
   path: string
+  workspaceHeightClassName?: string
   readOnly?: boolean
   mode: MarkdownWorkbenchMode
   visiblePanels: MarkdownWorkbenchPanel[]
@@ -114,6 +116,7 @@ export function MarkdownWorkbench({
   originalValue,
   diffValue,
   path,
+  workspaceHeightClassName = 'h-[560px]',
   readOnly = false,
   mode,
   visiblePanels,
@@ -128,7 +131,7 @@ export function MarkdownWorkbench({
   onVisiblePanelsChange,
 }: MarkdownWorkbenchProps) {
   const [fullscreen, setFullscreen] = useState(false)
-  const editorHeight = fullscreen ? 'h-[calc(100dvh-82px)]' : 'h-[560px]'
+  const editorHeight = fullscreen ? 'h-[calc(100dvh-82px)]' : workspaceHeightClassName
   const diffContent = diffValue ?? value
   const polishEnabled = allowPolish ?? Boolean(polishPanel)
   const workspacePanels = resolveVisiblePanels(visiblePanels, availablePanels)
@@ -262,7 +265,7 @@ export function MarkdownWorkbench({
 
                 {panel === 'edit' ? (
                   <div className="min-h-0 flex-1">
-                    <Editor
+                    <LazyEditor
                       height="100%"
                       language="markdown"
                       path={path}
@@ -286,7 +289,7 @@ export function MarkdownWorkbench({
 
                 {panel === 'diff' ? (
                   <div className="min-h-0 flex-1">
-                    <DiffEditor
+                    <LazyDiffEditor
                       height="100%"
                       language="markdown"
                       original={originalValue}

admin/src/components/ui/select.tsx

@@ -1,18 +1,473 @@
 import * as React from 'react'
+import * as ReactDOM from 'react-dom'
+import { Check, ChevronDown } from 'lucide-react'
 
 import { cn } from '@/lib/utils'
 
-const Select = React.forwardRef<HTMLSelectElement, React.ComponentProps<'select'>>(
+type NativeSelectProps = React.ComponentProps<'select'>
-  ({ className, ...props }, ref) => (
+
-    <select
+type SelectOption = {
-      ref={ref}
+  value: string
-      className={cn(
+  label: React.ReactNode
-        'flex h-11 w-full rounded-xl border border-input bg-background/80 px-3 py-2 text-sm shadow-sm outline-none transition-colors focus-visible:ring-2 focus-visible:ring-ring/70 disabled:cursor-not-allowed disabled:opacity-50',
+  disabled: boolean
-        className,
+}
-      )}
+
-      {...props}
+type MenuPlacement = 'top' | 'bottom'
-    />
+
-  ),
+function normalizeValue(value: NativeSelectProps['value'] | NativeSelectProps['defaultValue']) {
+  if (Array.isArray(value)) {
+    return value[0] == null ? '' : String(value[0])
+  }
+
+  return value == null ? '' : String(value)
+}
+
+function extractOptions(children: React.ReactNode) {
+  const options: SelectOption[] = []
+
+  React.Children.forEach(children, (child) => {
+    if (!React.isValidElement(child) || child.type !== 'option') {
+      return
+    }
+
+    const props = child.props as React.OptionHTMLAttributes<HTMLOptionElement> & {
+      children?: React.ReactNode
+    }
+
+    options.push({
+      value: normalizeValue(props.value),
+      label: props.children,
+      disabled: Boolean(props.disabled),
+    })
+  })
+
+  return options
+}
+
+function getFirstEnabledIndex(options: SelectOption[]) {
+  return options.findIndex((option) => !option.disabled)
+}
+
+function getLastEnabledIndex(options: SelectOption[]) {
+  for (let index = options.length - 1; index >= 0; index -= 1) {
+    if (!options[index]?.disabled) {
+      return index
+    }
+  }
+
+  return -1
+}
+
+function getNextEnabledIndex(options: SelectOption[], currentIndex: number, direction: 1 | -1) {
+  if (options.length === 0) {
+    return -1
+  }
+
+  let index = currentIndex
+
+  for (let step = 0; step < options.length; step += 1) {
+    index = (index + direction + options.length) % options.length
+    if (!options[index]?.disabled) {
+      return index
+    }
+  }
+
+  return -1
+}
+
+const Select = React.forwardRef<HTMLSelectElement, NativeSelectProps>(
+  (
+    {
+      children,
+      className,
+      defaultValue,
+      disabled = false,
+      id,
+      onBlur,
+      onClick,
+      onFocus,
+      onKeyDown,
+      value,
+      ...props
+    },
+    forwardedRef,
+  ) => {
+    const options = React.useMemo(() => extractOptions(children), [children])
+    const isControlled = value !== undefined
+    const initialValue = React.useMemo(() => {
+      if (defaultValue !== undefined) {
+        return normalizeValue(defaultValue)
+      }
+
+      return options[0]?.value ?? ''
+    }, [defaultValue, options])
+
+    const [internalValue, setInternalValue] = React.useState(initialValue)
+    const [open, setOpen] = React.useState(false)
+    const [highlightedIndex, setHighlightedIndex] = React.useState(-1)
+    const [menuPlacement, setMenuPlacement] = React.useState<MenuPlacement>('bottom')
+    const [menuStyle, setMenuStyle] = React.useState<React.CSSProperties | null>(null)
+
+    const wrapperRef = React.useRef<HTMLDivElement>(null)
+    const triggerRef = React.useRef<HTMLButtonElement>(null)
+    const nativeSelectRef = React.useRef<HTMLSelectElement>(null)
+    const menuRef = React.useRef<HTMLDivElement>(null)
+    const optionRefs = React.useRef<Array<HTMLButtonElement | null>>([])
+    const menuId = React.useId()
+
+    const currentValue = isControlled ? normalizeValue(value) : internalValue
+    const selectedIndex = options.findIndex((option) => option.value === currentValue)
+    const selectedOption = selectedIndex >= 0 ? options[selectedIndex] : options[0] ?? null
+
+    React.useEffect(() => {
+      if (!isControlled && options.length > 0 && !options.some((option) => option.value === internalValue)) {
+        setInternalValue(options[0]?.value ?? '')
+      }
+    }, [internalValue, isControlled, options])
+
+    const updateMenuPosition = React.useCallback(() => {
+      const trigger = triggerRef.current
+      if (!trigger) {
+        return
+      }
+
+      const rect = trigger.getBoundingClientRect()
+      const viewportPadding = 12
+      const gutter = 6
+      const estimatedHeight = Math.min(Math.max(options.length, 1) * 44 + 18, 320)
+      const spaceBelow = window.innerHeight - rect.bottom - viewportPadding
+      const spaceAbove = rect.top - viewportPadding
+      const openToTop = spaceBelow < estimatedHeight && spaceAbove > spaceBelow
+      const maxHeight = Math.max(120, Math.min(openToTop ? spaceAbove : spaceBelow, 320))
+      const width = Math.min(rect.width, window.innerWidth - viewportPadding * 2)
+      const left = Math.min(Math.max(rect.left, viewportPadding), window.innerWidth - width - viewportPadding)
+
+      setMenuPlacement(openToTop ? 'top' : 'bottom')
+      setMenuStyle(
+        openToTop
+          ? {
+              left,
+              width,
+              maxHeight,
+              bottom: window.innerHeight - rect.top + gutter,
+            }
+          : {
+              left,
+              width,
+              maxHeight,
+              top: rect.bottom + gutter,
+            },
+      )
+    }, [options.length])
+
+    const setOpenWithHighlight = React.useCallback(
+      (nextOpen: boolean, preferredIndex?: number) => {
+        if (disabled) {
+          return
+        }
+
+        if (nextOpen) {
+          const fallbackIndex =
+            preferredIndex ??
+            (selectedIndex >= 0 && !options[selectedIndex]?.disabled
+              ? selectedIndex
+              : getFirstEnabledIndex(options))
+
+          setHighlightedIndex(fallbackIndex)
+          updateMenuPosition()
+          setOpen(true)
+          return
+        }
+
+        setOpen(false)
+      },
+      [disabled, options, selectedIndex, updateMenuPosition],
+    )
+
+    const commitValue = React.useCallback(
+      (nextIndex: number) => {
+        const option = options[nextIndex]
+        const nativeSelect = nativeSelectRef.current
+
+        if (!option || option.disabled) {
+          return
+        }
+
+        if (!isControlled) {
+          setInternalValue(option.value)
+        }
+
+        if (nativeSelect && currentValue !== option.value) {
+          nativeSelect.value = option.value
+          nativeSelect.dispatchEvent(new Event('change', { bubbles: true }))
+        }
+
+        setOpen(false)
+        window.requestAnimationFrame(() => {
+          triggerRef.current?.focus()
+        })
+      },
+      [currentValue, isControlled, options],
+    )
+
+    const handleKeyDown = React.useCallback(
+      (event: React.KeyboardEvent<HTMLButtonElement | HTMLDivElement>) => {
+        onKeyDown?.(event as unknown as React.KeyboardEvent<HTMLSelectElement>)
+        if (event.defaultPrevented || disabled) {
+          return
+        }
+
+        switch (event.key) {
+          case 'ArrowDown': {
+            event.preventDefault()
+            if (!open) {
+              const nextIndex =
+                selectedIndex >= 0
+                  ? getNextEnabledIndex(options, selectedIndex, 1)
+                  : getFirstEnabledIndex(options)
+              setOpenWithHighlight(true, nextIndex >= 0 ? nextIndex : getFirstEnabledIndex(options))
+              return
+            }
+
+            setHighlightedIndex((current) => getNextEnabledIndex(options, current, 1))
+            return
+          }
+          case 'ArrowUp': {
+            event.preventDefault()
+            if (!open) {
+              const nextIndex =
+                selectedIndex >= 0
+                  ? getNextEnabledIndex(options, selectedIndex, -1)
+                  : getLastEnabledIndex(options)
+              setOpenWithHighlight(true, nextIndex >= 0 ? nextIndex : getLastEnabledIndex(options))
+              return
+            }
+
+            setHighlightedIndex((current) => getNextEnabledIndex(options, current, -1))
+            return
+          }
+          case 'Home': {
+            event.preventDefault()
+            const firstIndex = getFirstEnabledIndex(options)
+            if (!open) {
+              setOpenWithHighlight(true, firstIndex)
+              return
+            }
+            setHighlightedIndex(firstIndex)
+            return
+          }
+          case 'End': {
+            event.preventDefault()
+            const lastIndex = getLastEnabledIndex(options)
+            if (!open) {
+              setOpenWithHighlight(true, lastIndex)
+              return
+            }
+            setHighlightedIndex(lastIndex)
+            return
+          }
+          case 'Enter':
+          case ' ': {
+            event.preventDefault()
+            if (!open) {
+              setOpenWithHighlight(true)
+              return
+            }
+
+            if (highlightedIndex >= 0) {
+              commitValue(highlightedIndex)
+            }
+            return
+          }
+          case 'Escape': {
+            if (!open) {
+              return
+            }
+            event.preventDefault()
+            setOpen(false)
+            return
+          }
+          case 'Tab': {
+            setOpen(false)
+            return
+          }
+          default:
+            return
+        }
+      },
+      [commitValue, disabled, highlightedIndex, onKeyDown, open, options, selectedIndex, setOpenWithHighlight],
+    )
+
+    React.useLayoutEffect(() => {
+      if (!open) {
+        return
+      }
+
+      updateMenuPosition()
+    }, [open, updateMenuPosition])
+
+    React.useEffect(() => {
+      if (!open) {
+        return
+      }
+
+      const handlePointerDown = (event: MouseEvent) => {
+        const target = event.target as Node
+        if (wrapperRef.current?.contains(target) || menuRef.current?.contains(target)) {
+          return
+        }
+
+        setOpen(false)
+      }
+
+      const handleWindowChange = () => updateMenuPosition()
+
+      document.addEventListener('mousedown', handlePointerDown)
+      window.addEventListener('resize', handleWindowChange)
+      window.addEventListener('scroll', handleWindowChange, true)
+
+      return () => {
+        document.removeEventListener('mousedown', handlePointerDown)
+        window.removeEventListener('resize', handleWindowChange)
+        window.removeEventListener('scroll', handleWindowChange, true)
+      }
+    }, [open, updateMenuPosition])
+
+    React.useEffect(() => {
+      if (!open || highlightedIndex < 0) {
+        return
+      }
+
+      optionRefs.current[highlightedIndex]?.scrollIntoView({ block: 'nearest' })
+    }, [highlightedIndex, open])
+
+    const triggerClasses = cn(
+      'flex h-11 w-full items-center justify-between gap-3 rounded-xl border border-input bg-background/80 px-3 py-2 text-left text-sm text-foreground shadow-sm outline-none transition-[border-color,box-shadow,background-color,transform] focus-visible:ring-2 focus-visible:ring-ring/70 disabled:cursor-not-allowed disabled:opacity-50 data-[state=open]:border-primary/40 data-[state=open]:bg-card data-[state=open]:shadow-[0_18px_40px_rgb(15_23_42_/_0.14)]',
+      className,
+    )
+
+    const menu = open && menuStyle
+      ? ReactDOM.createPortal(
+          <div
+            ref={menuRef}
+            aria-orientation="vertical"
+            className={cn(
+              'custom-select-popover fixed z-[80] overflow-hidden rounded-2xl border border-border/70 bg-popover p-1.5 text-popover-foreground shadow-[0_18px_48px_rgb(15_23_42_/_0.18)] will-change-transform',
+              menuPlacement === 'top' ? 'origin-bottom' : 'origin-top',
+            )}
+            id={menuId}
+            onKeyDown={handleKeyDown}
+            role="listbox"
+            style={menuStyle}
+            tabIndex={-1}
+          >
+            <div className="max-h-full overflow-y-auto pr-0.5">
+              {options.map((option, index) => {
+                const selected = option.value === currentValue
+                const highlighted = index === highlightedIndex
+
+                return (
+                  <button
+                    key={`${option.value}-${index}`}
+                    ref={(node) => {
+                      optionRefs.current[index] = node
+                    }}
+                    aria-selected={selected}
+                    className={cn(
+                      'flex w-full items-center justify-between gap-3 rounded-xl px-3 py-2.5 text-left text-sm transition-colors',
+                      option.disabled ? 'cursor-not-allowed opacity-45' : 'cursor-pointer',
+                      selected
+                        ? 'bg-primary text-primary-foreground shadow-[0_12px_30px_rgb(37_99_235_/_0.22)]'
+                        : highlighted
+                          ? 'bg-accent text-accent-foreground'
+                          : 'text-foreground hover:bg-accent hover:text-accent-foreground',
+                    )}
+                    disabled={option.disabled}
+                    onClick={() => commitValue(index)}
+                    onMouseEnter={() => {
+                      if (!option.disabled) {
+                        setHighlightedIndex(index)
+                      }
+                    }}
+                    role="option"
+                    type="button"
+                  >
+                    <span className="truncate">{option.label}</span>
+                    <Check className={cn('h-4 w-4 shrink-0', selected ? 'opacity-100' : 'opacity-0')} />
+                  </button>
+                )
+              })}
+            </div>
+          </div>,
+          document.body,
+        )
+      : null
+
+    return (
+      <div className="relative w-full" ref={wrapperRef}>
+        <select
+          {...props}
+          aria-hidden="true"
+          className="pointer-events-none absolute h-0 w-0 opacity-0"
+          defaultValue={defaultValue}
+          disabled={disabled}
+          id={id}
+          onBlur={onBlur}
+          onFocus={onFocus}
+          ref={(node) => {
+            nativeSelectRef.current = node
+            if (typeof forwardedRef === 'function') {
+              forwardedRef(node)
+            } else if (forwardedRef) {
+              forwardedRef.current = node
+            }
+          }}
+          tabIndex={-1}
+          value={isControlled ? currentValue : internalValue}
+        >
+          {children}
+        </select>
+
+        <button
+          aria-controls={open ? menuId : undefined}
+          aria-expanded={open}
+          aria-haspopup="listbox"
+          className={triggerClasses}
+          data-state={open ? 'open' : 'closed'}
+          disabled={disabled}
+          onBlur={(event) => {
+            onBlur?.(event as unknown as React.FocusEvent<HTMLSelectElement>)
+          }}
+          onClick={(event) => {
+            onClick?.(event as unknown as React.MouseEvent<HTMLSelectElement>)
+          }}
+          onPointerDown={(event) => {
+            if (event.button !== 0 || disabled) {
+              return
+            }
+
+            event.preventDefault()
+            triggerRef.current?.focus()
+            setOpenWithHighlight(!open)
+          }}
+          onFocus={(event) => {
+            onFocus?.(event as unknown as React.FocusEvent<HTMLSelectElement>)
+          }}
+          onKeyDown={handleKeyDown}
+          ref={triggerRef}
+          role="combobox"
+          type="button"
+        >
+          <span className="min-w-0 flex-1 truncate">{selectedOption?.label ?? '请选择'}</span>
+          <span className="flex h-8 w-8 shrink-0 items-center justify-center rounded-lg bg-muted/70 text-muted-foreground transition-colors">
+            <ChevronDown className={cn('h-4 w-4 transition-transform duration-200', open && 'rotate-180')} />
+          </span>
+        </button>
+
+        {menu}
+      </div>
+    )
+  },
 )
 Select.displayName = 'Select'
 

admin/src/index.css

@@ -116,6 +116,23 @@ a {
 
 button,
 input,
-textarea {
+textarea,
+select {
   font: inherit;
 }
+
+@keyframes custom-select-pop {
+  from {
+    opacity: 0;
+    transform: translateY(-2px) scale(0.985);
+  }
+
+  to {
+    opacity: 1;
+    transform: translateY(0) scale(1);
+  }
+}
+
+.custom-select-popover {
+  animation: custom-select-pop 0.1s ease-out;
+}

admin/src/lib/api.ts

@@ -1,9 +1,19 @@
 import type {
+  AdminAnalyticsResponse,
+  AdminAiImageProviderTestResponse,
   AdminAiReindexResponse,
   AdminAiProviderTestResponse,
+  AdminImageUploadResponse,
+  AdminMediaDeleteResponse,
+  AdminMediaListResponse,
+  AdminPostCoverImageRequest,
+  AdminPostCoverImageResponse,
   AdminDashboardResponse,
   AdminPostMetadataResponse,
   AdminPostPolishResponse,
+  AdminReviewPolishRequest,
+  AdminReviewPolishResponse,
+  AdminR2ConnectivityResponse,
   AdminSessionResponse,
   AdminSiteSettingsResponse,
   CommentListQuery,
@@ -117,6 +127,7 @@ export const adminApi = {
       method: 'DELETE',
     }),
   dashboard: () => request<AdminDashboardResponse>('/api/admin/dashboard'),
+  analytics: () => request<AdminAnalyticsResponse>('/api/admin/analytics'),
   getSiteSettings: () => request<AdminSiteSettingsResponse>('/api/admin/site-settings'),
   updateSiteSettings: (payload: SiteSettingsPayload) =>
     request<AdminSiteSettingsResponse>('/api/admin/site-settings', {
@@ -139,6 +150,48 @@ export const adminApi = {
       method: 'POST',
       body: JSON.stringify({ provider }),
     }),
+  testAiImageProvider: (provider: {
+    provider: string
+    api_base: string | null
+    api_key: string | null
+    image_model: string | null
+  }) =>
+    request<AdminAiImageProviderTestResponse>('/api/admin/ai/test-image-provider', {
+      method: 'POST',
+      body: JSON.stringify({
+        provider: provider.provider,
+        api_base: provider.api_base,
+        api_key: provider.api_key,
+        image_model: provider.image_model,
+      }),
+    }),
+  uploadReviewCoverImage: (file: File) => {
+    const formData = new FormData()
+    formData.append('file', file, file.name)
+
+    return request<AdminImageUploadResponse>('/api/admin/storage/review-cover', {
+      method: 'POST',
+      body: formData,
+    })
+  },
+  testR2Storage: () =>
+    request<AdminR2ConnectivityResponse>('/api/admin/storage/r2/test', {
+      method: 'POST',
+    }),
+  listMediaObjects: (query?: { prefix?: string; limit?: number }) =>
+    request<AdminMediaListResponse>(
+      appendQueryParams('/api/admin/storage/media', {
+        prefix: query?.prefix,
+        limit: query?.limit,
+      }),
+    ),
+  deleteMediaObject: (key: string) =>
+    request<AdminMediaDeleteResponse>(
+      `/api/admin/storage/media?key=${encodeURIComponent(key)}`,
+      {
+        method: 'DELETE',
+      },
+    ),
   generatePostMetadata: (markdown: string) =>
     request<AdminPostMetadataResponse>('/api/admin/ai/post-metadata', {
       method: 'POST',
@@ -149,6 +202,32 @@ export const adminApi = {
       method: 'POST',
       body: JSON.stringify({ markdown }),
     }),
+  polishReviewDescription: (payload: AdminReviewPolishRequest) =>
+    request<AdminReviewPolishResponse>('/api/admin/ai/polish-review', {
+      method: 'POST',
+      body: JSON.stringify({
+        title: payload.title,
+        review_type: payload.reviewType,
+        rating: payload.rating,
+        review_date: payload.reviewDate,
+        status: payload.status,
+        tags: payload.tags,
+        description: payload.description,
+      }),
+    }),
+  generatePostCoverImage: (payload: AdminPostCoverImageRequest) =>
+    request<AdminPostCoverImageResponse>('/api/admin/ai/post-cover', {
+      method: 'POST',
+      body: JSON.stringify({
+        title: payload.title,
+        description: payload.description,
+        category: payload.category,
+        tags: payload.tags,
+        post_type: payload.postType,
+        slug: payload.slug,
+        markdown: payload.markdown,
+      }),
+    }),
   listPosts: (query?: PostListQuery) =>
     request<PostRecord[]>(
       appendQueryParams('/api/posts', {

admin/src/lib/types.ts

@@ -71,6 +71,58 @@ export interface AdminDashboardResponse {
   recent_reviews: DashboardReviewItem[]
 }
 
+export interface AnalyticsOverview {
+  total_searches: number
+  total_ai_questions: number
+  searches_last_24h: number
+  ai_questions_last_24h: number
+  searches_last_7d: number
+  ai_questions_last_7d: number
+  unique_search_terms_last_7d: number
+  unique_ai_questions_last_7d: number
+  avg_search_results_last_7d: number
+  avg_ai_latency_ms_last_7d: number | null
+}
+
+export interface AnalyticsTopQuery {
+  query: string
+  count: number
+  last_seen_at: string
+}
+
+export interface AnalyticsRecentEvent {
+  id: number
+  event_type: string
+  query: string
+  result_count: number | null
+  success: boolean | null
+  response_mode: string | null
+  provider: string | null
+  chat_model: string | null
+  latency_ms: number | null
+  created_at: string
+}
+
+export interface AnalyticsProviderBucket {
+  provider: string
+  count: number
+}
+
+export interface AnalyticsDailyBucket {
+  date: string
+  searches: number
+  ai_questions: number
+}
+
+export interface AdminAnalyticsResponse {
+  overview: AnalyticsOverview
+  top_search_terms: AnalyticsTopQuery[]
+  top_ai_questions: AnalyticsTopQuery[]
+  recent_events: AnalyticsRecentEvent[]
+  providers_last_7d: AnalyticsProviderBucket[]
+  daily_activity: AnalyticsDailyBucket[]
+}
+
 export interface AdminSiteSettingsResponse {
   id: number
   site_name: string | null
@@ -96,6 +148,10 @@ export interface AdminSiteSettingsResponse {
   ai_api_base: string | null
   ai_api_key: string | null
   ai_chat_model: string | null
+  ai_image_provider: string | null
+  ai_image_api_base: string | null
+  ai_image_api_key: string | null
+  ai_image_model: string | null
   ai_providers: AiProviderConfig[]
   ai_active_provider_id: string | null
   ai_embedding_model: string | null
@@ -105,6 +161,12 @@ export interface AdminSiteSettingsResponse {
   ai_last_indexed_at: string | null
   ai_chunks_count: number
   ai_local_embedding: string
+  media_storage_provider: string | null
+  media_r2_account_id: string | null
+  media_r2_bucket: string | null
+  media_r2_public_base_url: string | null
+  media_r2_access_key_id: string | null
+  media_r2_secret_access_key: string | null
 }
 
 export interface AiProviderConfig {
@@ -114,6 +176,7 @@ export interface AiProviderConfig {
   api_base: string | null
   api_key: string | null
   chat_model: string | null
+  image_model: string | null
 }
 
 export interface SiteSettingsPayload {
@@ -140,12 +203,22 @@ export interface SiteSettingsPayload {
   aiApiBase?: string | null
   aiApiKey?: string | null
   aiChatModel?: string | null
+  aiImageProvider?: string | null
+  aiImageApiBase?: string | null
+  aiImageApiKey?: string | null
+  aiImageModel?: string | null
   aiProviders?: AiProviderConfig[]
   aiActiveProviderId?: string | null
   aiEmbeddingModel?: string | null
   aiSystemPrompt?: string | null
   aiTopK?: number | null
   aiChunkSize?: number | null
+  mediaStorageProvider?: string | null
+  mediaR2AccountId?: string | null
+  mediaR2Bucket?: string | null
+  mediaR2PublicBaseUrl?: string | null
+  mediaR2AccessKeyId?: string | null
+  mediaR2SecretAccessKey?: string | null
 }
 
 export interface AdminAiReindexResponse {
@@ -160,6 +233,42 @@ export interface AdminAiProviderTestResponse {
   reply_preview: string
 }
 
+export interface AdminAiImageProviderTestResponse {
+  provider: string
+  endpoint: string
+  image_model: string
+  result_preview: string
+}
+
+export interface AdminImageUploadResponse {
+  url: string
+  key: string
+}
+
+export interface AdminR2ConnectivityResponse {
+  bucket: string
+  public_base_url: string
+}
+
+export interface AdminMediaObjectResponse {
+  key: string
+  url: string
+  size_bytes: number
+  last_modified: string | null
+}
+
+export interface AdminMediaListResponse {
+  provider: string
+  bucket: string
+  public_base_url: string
+  items: AdminMediaObjectResponse[]
+}
+
+export interface AdminMediaDeleteResponse {
+  deleted: boolean
+  key: string
+}
+
 export interface MusicTrack {
   title: string
   artist?: string | null
@@ -182,6 +291,35 @@ export interface AdminPostPolishResponse {
   polished_markdown: string
 }
 
+export interface AdminReviewPolishRequest {
+  title: string
+  reviewType: string
+  rating: number
+  reviewDate?: string | null
+  status: string
+  tags: string[]
+  description: string
+}
+
+export interface AdminReviewPolishResponse {
+  polished_description: string
+}
+
+export interface AdminPostCoverImageRequest {
+  title: string
+  description?: string | null
+  category?: string | null
+  tags: string[]
+  postType: string
+  slug?: string | null
+  markdown: string
+}
+
+export interface AdminPostCoverImageResponse {
+  image_url: string
+  prompt: string
+}
+
 export interface PostRecord {
   created_at: string
   updated_at: string

admin/src/pages/analytics-page.tsx

@@ -0,0 +1,413 @@
+import { BarChart3, BrainCircuit, Clock3, RefreshCcw, Search } from 'lucide-react'
+import { startTransition, useCallback, useEffect, useMemo, useState } from 'react'
+import { toast } from 'sonner'
+
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Skeleton } from '@/components/ui/skeleton'
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from '@/components/ui/table'
+import { adminApi, ApiError } from '@/lib/api'
+import type { AdminAnalyticsResponse } from '@/lib/types'
+
+function StatCard({
+  label,
+  value,
+  note,
+  icon: Icon,
+}: {
+  label: string
+  value: string
+  note: string
+  icon: typeof Search
+}) {
+  return (
+    <Card className="bg-gradient-to-br from-card via-card to-background/70">
+      <CardContent className="flex items-start justify-between pt-6">
+        <div>
+          <p className="text-xs uppercase tracking-[0.22em] text-muted-foreground">{label}</p>
+          <div className="mt-3 text-3xl font-semibold tracking-tight">{value}</div>
+          <p className="mt-2 text-sm leading-6 text-muted-foreground">{note}</p>
+        </div>
+        <div className="flex h-12 w-12 items-center justify-center rounded-2xl border border-primary/20 bg-primary/10 text-primary">
+          <Icon className="h-5 w-5" />
+        </div>
+      </CardContent>
+    </Card>
+  )
+}
+
+function formatEventType(value: string) {
+  return value === 'ai_question' ? 'AI 问答' : '站内搜索'
+}
+
+function formatSuccess(value: boolean | null) {
+  if (value === null) {
+    return '未记录'
+  }
+
+  return value ? '成功' : '失败'
+}
+
+export function AnalyticsPage() {
+  const [data, setData] = useState<AdminAnalyticsResponse | null>(null)
+  const [loading, setLoading] = useState(true)
+  const [refreshing, setRefreshing] = useState(false)
+
+  const loadAnalytics = useCallback(async (showToast = false) => {
+    try {
+      if (showToast) {
+        setRefreshing(true)
+      }
+
+      const next = await adminApi.analytics()
+      startTransition(() => {
+        setData(next)
+      })
+
+      if (showToast) {
+        toast.success('数据分析已刷新。')
+      }
+    } catch (error) {
+      if (error instanceof ApiError && error.status === 401) {
+        return
+      }
+      toast.error(error instanceof ApiError ? error.message : '无法加载数据分析。')
+    } finally {
+      setLoading(false)
+      setRefreshing(false)
+    }
+  }, [])
+
+  useEffect(() => {
+    void loadAnalytics(false)
+  }, [loadAnalytics])
+
+  const maxDailyTotal = useMemo(() => {
+    if (!data?.daily_activity.length) {
+      return 1
+    }
+
+    return Math.max(
+      ...data.daily_activity.map((item) => item.searches + item.ai_questions),
+      1,
+    )
+  }, [data])
+
+  if (loading || !data) {
+    return (
+      <div className="space-y-6">
+        <div className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
+          {Array.from({ length: 4 }).map((_, index) => (
+            <Skeleton key={index} className="h-44 rounded-3xl" />
+          ))}
+        </div>
+        <div className="grid gap-6 xl:grid-cols-[1.2fr_0.8fr]">
+          <Skeleton className="h-[520px] rounded-3xl" />
+          <Skeleton className="h-[520px] rounded-3xl" />
+        </div>
+      </div>
+    )
+  }
+
+  const statCards = [
+    {
+      label: '累计搜索',
+      value: String(data.overview.total_searches),
+      note: `近 7 天 ${data.overview.searches_last_7d} 次，平均命中 ${data.overview.avg_search_results_last_7d.toFixed(1)} 条`,
+      icon: Search,
+    },
+    {
+      label: '累计 AI 提问',
+      value: String(data.overview.total_ai_questions),
+      note: `近 7 天 ${data.overview.ai_questions_last_7d} 次`,
+      icon: BrainCircuit,
+    },
+    {
+      label: '24 小时活跃',
+      value: String(data.overview.searches_last_24h + data.overview.ai_questions_last_24h),
+      note: `搜索 ${data.overview.searches_last_24h} / AI ${data.overview.ai_questions_last_24h}`,
+      icon: Clock3,
+    },
+    {
+      label: '近 7 天去重词',
+      value: String(
+        data.overview.unique_search_terms_last_7d +
+          data.overview.unique_ai_questions_last_7d,
+      ),
+      note: `搜索 ${data.overview.unique_search_terms_last_7d} / AI ${data.overview.unique_ai_questions_last_7d}`,
+      icon: BarChart3,
+    },
+  ]
+
+  return (
+    <div className="space-y-6">
+      <div className="flex flex-col gap-4 xl:flex-row xl:items-end xl:justify-between">
+        <div className="space-y-3">
+          <Badge variant="secondary">数据分析</Badge>
+          <div>
+            <h2 className="text-3xl font-semibold tracking-tight">前台搜索与 AI 问答洞察</h2>
+            <p className="mt-2 max-w-3xl text-sm leading-7 text-muted-foreground">
+              这里会记录用户真实提交过的站内搜索词和 AI 提问，方便你判断内容需求、热点问题和接入质量。
+            </p>
+          </div>
+        </div>
+
+        <div className="flex flex-wrap items-center gap-3">
+          <Button variant="outline" asChild>
+            <a href="http://localhost:4321/ask" target="_blank" rel="noreferrer">
+              <BrainCircuit className="h-4 w-4" />
+              打开问答页
+            </a>
+          </Button>
+          <Button
+            variant="secondary"
+            onClick={() => void loadAnalytics(true)}
+            disabled={refreshing}
+          >
+            <RefreshCcw className="h-4 w-4" />
+            {refreshing ? '刷新中...' : '刷新'}
+          </Button>
+        </div>
+      </div>
+
+      <div className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
+        {statCards.map((item) => (
+          <StatCard key={item.label} {...item} />
+        ))}
+      </div>
+
+      <div className="grid gap-6 xl:grid-cols-[1.2fr_0.8fr]">
+        <div className="space-y-6">
+          <Card>
+            <CardHeader className="flex flex-row items-start justify-between gap-4">
+              <div>
+                <CardTitle>最近记录</CardTitle>
+                <CardDescription>
+                  最近一批真实发生的搜索和 AI 问答请求。
+                </CardDescription>
+              </div>
+              <Badge variant="outline">{data.recent_events.length} 条</Badge>
+            </CardHeader>
+            <CardContent>
+              <Table>
+                <TableHeader>
+                  <TableRow>
+                    <TableHead>类型</TableHead>
+                    <TableHead>内容</TableHead>
+                    <TableHead>结果</TableHead>
+                    <TableHead>时间</TableHead>
+                  </TableRow>
+                </TableHeader>
+                <TableBody>
+                  {data.recent_events.map((event) => (
+                    <TableRow key={event.id}>
+                      <TableCell>
+                        <div className="space-y-1">
+                          <Badge variant={event.event_type === 'ai_question' ? 'secondary' : 'outline'}>
+                            {formatEventType(event.event_type)}
+                          </Badge>
+                          {event.response_mode ? (
+                            <p className="text-xs uppercase tracking-[0.16em] text-muted-foreground">
+                              {event.response_mode}
+                            </p>
+                          ) : null}
+                        </div>
+                      </TableCell>
+                      <TableCell>
+                        <div className="space-y-1">
+                          <p className="line-clamp-2 font-medium">{event.query}</p>
+                          <p className="text-xs text-muted-foreground">
+                            {event.provider ? `${event.provider}` : '未记录渠道'}
+                            {event.chat_model ? ` / ${event.chat_model}` : ''}
+                          </p>
+                        </div>
+                      </TableCell>
+                      <TableCell className="text-sm text-muted-foreground">
+                        <div>{formatSuccess(event.success)}</div>
+                        <div className="mt-1">
+                          {event.result_count !== null ? `${event.result_count} 条/源` : '无'}
+                        </div>
+                        {event.latency_ms !== null ? (
+                          <div className="mt-1 text-xs uppercase tracking-[0.16em]">
+                            {event.latency_ms} ms
+                          </div>
+                        ) : null}
+                      </TableCell>
+                      <TableCell className="text-muted-foreground">{event.created_at}</TableCell>
+                    </TableRow>
+                  ))}
+                </TableBody>
+              </Table>
+            </CardContent>
+          </Card>
+
+          <div className="grid gap-6 lg:grid-cols-2">
+            <Card>
+              <CardHeader className="flex flex-row items-start justify-between gap-4">
+                <div>
+                  <CardTitle>热门搜索词</CardTitle>
+                  <CardDescription>
+                    近 7 天最常被搜索的关键词。
+                  </CardDescription>
+                </div>
+                <Badge variant="outline">{data.top_search_terms.length} 个</Badge>
+              </CardHeader>
+              <CardContent className="space-y-3">
+                {data.top_search_terms.length ? (
+                  data.top_search_terms.map((item) => (
+                    <div
+                      key={`${item.query}-${item.last_seen_at}`}
+                      className="rounded-2xl border border-border/70 bg-background/70 p-4"
+                    >
+                      <div className="flex items-start justify-between gap-3">
+                        <p className="font-medium">{item.query}</p>
+                        <Badge variant="secondary">{item.count}</Badge>
+                      </div>
+                      <p className="mt-2 text-sm text-muted-foreground">
+                        最近一次：{item.last_seen_at}
+                      </p>
+                    </div>
+                  ))
+                ) : (
+                  <p className="text-sm text-muted-foreground">最近 7 天还没有站内搜索记录。</p>
+                )}
+              </CardContent>
+            </Card>
+
+            <Card>
+              <CardHeader className="flex flex-row items-start justify-between gap-4">
+                <div>
+                  <CardTitle>热门 AI 问题</CardTitle>
+                  <CardDescription>
+                    近 7 天重复出现最多的提问。
+                  </CardDescription>
+                </div>
+                <Badge variant="outline">{data.top_ai_questions.length} 个</Badge>
+              </CardHeader>
+              <CardContent className="space-y-3">
+                {data.top_ai_questions.length ? (
+                  data.top_ai_questions.map((item) => (
+                    <div
+                      key={`${item.query}-${item.last_seen_at}`}
+                      className="rounded-2xl border border-border/70 bg-background/70 p-4"
+                    >
+                      <div className="flex items-start justify-between gap-3">
+                        <p className="font-medium">{item.query}</p>
+                        <Badge variant="secondary">{item.count}</Badge>
+                      </div>
+                      <p className="mt-2 text-sm text-muted-foreground">
+                        最近一次：{item.last_seen_at}
+                      </p>
+                    </div>
+                  ))
+                ) : (
+                  <p className="text-sm text-muted-foreground">最近 7 天还没有 AI 提问记录。</p>
+                )}
+              </CardContent>
+            </Card>
+          </div>
+        </div>
+
+        <div className="space-y-6 xl:sticky xl:top-28 xl:self-start">
+          <Card>
+            <CardHeader>
+              <CardTitle>分析侧栏</CardTitle>
+              <CardDescription>
+                24 小时、7 天和模型渠道维度的快速摘要。
+              </CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-4">
+              <div className="rounded-2xl border border-border/70 bg-background/70 p-4">
+                <p className="text-xs uppercase tracking-[0.2em] text-muted-foreground">
+                  24 小时搜索
+                </p>
+                <p className="mt-3 text-3xl font-semibold">{data.overview.searches_last_24h}</p>
+              </div>
+              <div className="rounded-2xl border border-border/70 bg-background/70 p-4">
+                <p className="text-xs uppercase tracking-[0.2em] text-muted-foreground">
+                  24 小时 AI 提问
+                </p>
+                <p className="mt-3 text-3xl font-semibold">{data.overview.ai_questions_last_24h}</p>
+              </div>
+              <div className="rounded-2xl border border-border/70 bg-background/70 p-4">
+                <p className="text-xs uppercase tracking-[0.2em] text-muted-foreground">
+                  AI 平均耗时
+                </p>
+                <p className="mt-3 text-3xl font-semibold">
+                  {data.overview.avg_ai_latency_ms_last_7d !== null
+                    ? `${Math.round(data.overview.avg_ai_latency_ms_last_7d)} ms`
+                    : '暂无'}
+                </p>
+                <p className="mt-2 text-sm text-muted-foreground">统计范围：最近 7 天</p>
+              </div>
+            </CardContent>
+          </Card>
+
+          <Card>
+            <CardHeader>
+              <CardTitle>模型渠道分布</CardTitle>
+              <CardDescription>
+                最近 7 天 AI 请求实际使用的 provider 厂商。
+              </CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-3">
+              {data.providers_last_7d.length ? (
+                data.providers_last_7d.map((item) => (
+                  <div
+                    key={item.provider}
+                    className="flex items-center justify-between rounded-2xl border border-border/70 bg-background/70 px-4 py-3"
+                  >
+                    <span className="font-medium">{item.provider}</span>
+                    <Badge variant="outline">{item.count}</Badge>
+                  </div>
+                ))
+              ) : (
+                <p className="text-sm text-muted-foreground">最近 7 天还没有 AI 渠道数据。</p>
+              )}
+            </CardContent>
+          </Card>
+
+          <Card>
+            <CardHeader>
+              <CardTitle>7 天走势</CardTitle>
+              <CardDescription>
+                搜索与 AI 问答的日维度活动量。
+              </CardDescription>
+            </CardHeader>
+            <CardContent className="space-y-4">
+              {data.daily_activity.map((item) => {
+                const total = item.searches + item.ai_questions
+                const width = `${Math.max((total / maxDailyTotal) * 100, total > 0 ? 12 : 0)}%`
+
+                return (
+                  <div key={item.date} className="space-y-2">
+                    <div className="flex items-center justify-between gap-3 text-sm">
+                      <span className="font-medium">{item.date}</span>
+                      <span className="text-muted-foreground">
+                        搜索 {item.searches} / AI {item.ai_questions}
+                      </span>
+                    </div>
+                    <div className="h-2 overflow-hidden rounded-full bg-secondary">
+                      <div
+                        className="h-full rounded-full bg-primary transition-[width] duration-300"
+                        style={{ width }}
+                      />
+                    </div>
+                  </div>
+                )
+              })}
+            </CardContent>
+          </Card>
+        </div>
+      </div>
+    </div>
+  )
+}

admin/src/pages/media-page.tsx

@@ -0,0 +1,190 @@
+import { Copy, Image as ImageIcon, RefreshCcw, Trash2 } from 'lucide-react'
+import { startTransition, useCallback, useEffect, useMemo, useState } from 'react'
+import { toast } from 'sonner'
+
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
+import { Input } from '@/components/ui/input'
+import { Select } from '@/components/ui/select'
+import { Skeleton } from '@/components/ui/skeleton'
+import { adminApi, ApiError } from '@/lib/api'
+import type { AdminMediaObjectResponse } from '@/lib/types'
+
+function formatBytes(value: number) {
+  if (!Number.isFinite(value) || value <= 0) {
+    return '0 B'
+  }
+  const units = ['B', 'KB', 'MB', 'GB']
+  let size = value
+  let unitIndex = 0
+  while (size >= 1024 && unitIndex < units.length - 1) {
+    size /= 1024
+    unitIndex += 1
+  }
+  return `${size >= 10 || unitIndex === 0 ? size.toFixed(0) : size.toFixed(1)} ${units[unitIndex]}`
+}
+
+export function MediaPage() {
+  const [items, setItems] = useState<AdminMediaObjectResponse[]>([])
+  const [loading, setLoading] = useState(true)
+  const [refreshing, setRefreshing] = useState(false)
+  const [deletingKey, setDeletingKey] = useState<string | null>(null)
+  const [prefixFilter, setPrefixFilter] = useState('all')
+  const [searchTerm, setSearchTerm] = useState('')
+  const [provider, setProvider] = useState<string | null>(null)
+  const [bucket, setBucket] = useState<string | null>(null)
+
+  const loadItems = useCallback(async (showToast = false) => {
+    try {
+      if (showToast) {
+        setRefreshing(true)
+      }
+      const prefix = prefixFilter === 'all' ? undefined : prefixFilter
+      const result = await adminApi.listMediaObjects({ prefix, limit: 200 })
+      startTransition(() => {
+        setItems(result.items)
+        setProvider(result.provider)
+        setBucket(result.bucket)
+      })
+      if (showToast) {
+        toast.success('媒体对象列表已刷新。')
+      }
+    } catch (error) {
+      toast.error(error instanceof ApiError ? error.message : '媒体对象列表加载失败。')
+    } finally {
+      setLoading(false)
+      setRefreshing(false)
+    }
+  }, [prefixFilter])
+
+  useEffect(() => {
+    void loadItems(false)
+  }, [loadItems])
+
+  const filteredItems = useMemo(() => {
+    const keyword = searchTerm.trim().toLowerCase()
+    if (!keyword) {
+      return items
+    }
+    return items.filter((item) => item.key.toLowerCase().includes(keyword))
+  }, [items, searchTerm])
+
+  return (
+    <div className="space-y-6">
+      <div className="flex flex-col gap-4 xl:flex-row xl:items-end xl:justify-between">
+        <div className="space-y-3">
+          <Badge variant="secondary">媒体库</Badge>
+          <div>
+            <h2 className="text-3xl font-semibold tracking-tight">对象存储媒体管理</h2>
+            <p className="mt-2 max-w-3xl text-sm leading-7 text-muted-foreground">
+              查看当前对象存储里的封面资源，支持筛选、复制链接和删除无用对象。
+            </p>
+          </div>
+        </div>
+
+        <div className="flex flex-wrap items-center gap-3">
+          <Button variant="outline" onClick={() => void loadItems(true)} disabled={refreshing}>
+            <RefreshCcw className="h-4 w-4" />
+            {refreshing ? '刷新中...' : '刷新'}
+          </Button>
+        </div>
+      </div>
+
+      <Card>
+        <CardHeader>
+          <CardTitle>当前存储</CardTitle>
+          <CardDescription>
+            Provider：{provider ?? '未配置'} / Bucket：{bucket ?? '未配置'}
+          </CardDescription>
+        </CardHeader>
+        <CardContent className="grid gap-4 lg:grid-cols-[220px_1fr]">
+          <Select value={prefixFilter} onChange={(event) => setPrefixFilter(event.target.value)}>
+            <option value="all">全部目录</option>
+            <option value="post-covers/">文章封面</option>
+            <option value="review-covers/">评测封面</option>
+          </Select>
+          <Input
+            placeholder="按对象 key 搜索"
+            value={searchTerm}
+            onChange={(event) => setSearchTerm(event.target.value)}
+          />
+        </CardContent>
+      </Card>
+
+      {loading ? (
+        <Skeleton className="h-[520px] rounded-3xl" />
+      ) : (
+        <div className="grid gap-4 xl:grid-cols-2 2xl:grid-cols-3">
+          {filteredItems.map((item) => (
+            <Card key={item.key} className="overflow-hidden">
+              <div className="aspect-[16/9] overflow-hidden bg-muted/30">
+                <img src={item.url} alt={item.key} className="h-full w-full object-cover" />
+              </div>
+              <CardContent className="space-y-4 p-5">
+                <div className="space-y-2">
+                  <p className="line-clamp-2 break-all text-sm font-medium">{item.key}</p>
+                  <div className="flex flex-wrap gap-2 text-xs text-muted-foreground">
+                    <span>{formatBytes(item.size_bytes)}</span>
+                    {item.last_modified ? <span>{item.last_modified}</span> : null}
+                  </div>
+                </div>
+                <div className="flex flex-wrap gap-2">
+                  <Button
+                    size="sm"
+                    variant="outline"
+                    onClick={async () => {
+                      try {
+                        await navigator.clipboard.writeText(item.url)
+                        toast.success('图片链接已复制。')
+                      } catch {
+                        toast.error('复制失败，请手动复制。')
+                      }
+                    }}
+                  >
+                    <Copy className="h-4 w-4" />
+                    复制链接
+                  </Button>
+                  <Button
+                    size="sm"
+                    variant="danger"
+                    disabled={deletingKey === item.key}
+                    onClick={async () => {
+                      if (!window.confirm(`确定删除 ${item.key} 吗？`)) {
+                        return
+                      }
+                      try {
+                        setDeletingKey(item.key)
+                        await adminApi.deleteMediaObject(item.key)
+                        startTransition(() => {
+                          setItems((current) => current.filter((currentItem) => currentItem.key !== item.key))
+                        })
+                        toast.success('媒体对象已删除。')
+                      } catch (error) {
+                        toast.error(error instanceof ApiError ? error.message : '删除媒体对象失败。')
+                      } finally {
+                        setDeletingKey(null)
+                      }
+                    }}
+                  >
+                    <Trash2 className="h-4 w-4" />
+                    {deletingKey === item.key ? '删除中...' : '删除'}
+                  </Button>
+                </div>
+              </CardContent>
+            </Card>
+          ))}
+
+          {!filteredItems.length ? (
+            <Card className="xl:col-span-2 2xl:col-span-3">
+              <CardContent className="flex flex-col items-center gap-3 px-6 py-16 text-center text-muted-foreground">
+                <ImageIcon className="h-8 w-8" />
+                <p>当前筛选条件下没有媒体对象。</p>
+              </CardContent>
+            </Card>
+          ) : null}
+        </div>
+      )}
+    </div>
+  )
+}

admin/src/pages/post-polish-page.tsx

@@ -1,4 +1,3 @@
-import { DiffEditor } from '@monaco-editor/react'
 import { Bot, CheckCheck, RefreshCcw, WandSparkles } from 'lucide-react'
 import { startTransition, useEffect, useMemo, useState } from 'react'
 import { toast } from 'sonner'
@@ -8,6 +7,7 @@ import {
   editorTheme,
   sharedOptions,
 } from '@/components/markdown-workbench'
+import { LazyDiffEditor } from '@/components/lazy-monaco'
 import { MarkdownPreview } from '@/components/markdown-preview'
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
@@ -191,7 +191,7 @@ export function PostPolishPage() {
                       <span>当前合并结果</span>
                     </div>
                     <div className="h-[560px]">
-                      <DiffEditor
+                      <LazyDiffEditor
                         height="100%"
                         language="markdown"
                         original={originalMarkdown}

admin/src/pages/reviews-page.tsx

@@ -1,5 +1,5 @@
-import { BookOpenText, RefreshCcw, Save, Trash2 } from 'lucide-react'
+import { BookOpenText, Bot, Check, RefreshCcw, RotateCcw, Save, Trash2, Upload } from 'lucide-react'
-import { startTransition, useCallback, useEffect, useMemo, useState } from 'react'
+import { startTransition, useCallback, useEffect, useMemo, useRef, useState } from 'react'
 import { toast } from 'sonner'
 
 import { FormField } from '@/components/form-field'
@@ -32,6 +32,11 @@ type ReviewFormState = {
   linkUrl: string
 }
 
+type ReviewDescriptionPolishState = {
+  originalDescription: string
+  polishedDescription: string
+}
+
 const defaultReviewForm: ReviewFormState = {
   title: '',
   reviewType: 'book',
@@ -94,8 +99,14 @@ export function ReviewsPage() {
   const [refreshing, setRefreshing] = useState(false)
   const [saving, setSaving] = useState(false)
   const [deleting, setDeleting] = useState(false)
+  const [uploadingCover, setUploadingCover] = useState(false)
+  const [polishingDescription, setPolishingDescription] = useState(false)
+  const [descriptionPolish, setDescriptionPolish] = useState<ReviewDescriptionPolishState | null>(
+    null,
+  )
   const [searchTerm, setSearchTerm] = useState('')
   const [statusFilter, setStatusFilter] = useState('all')
+  const reviewCoverInputRef = useRef<HTMLInputElement | null>(null)
 
   const loadReviews = useCallback(async (showToast = false) => {
     try {
@@ -153,6 +164,70 @@ export function ReviewsPage() {
     [reviews, selectedId],
   )
 
+  const requestDescriptionPolish = useCallback(async () => {
+    if (!form.description.trim()) {
+      toast.error('请先写一点点评内容，再让 AI 帮你润色。')
+      return
+    }
+
+    try {
+      setPolishingDescription(true)
+      const result = await adminApi.polishReviewDescription({
+        title: form.title.trim() || '未命名评测',
+        reviewType: form.reviewType,
+        rating: Number(form.rating) || 0,
+        reviewDate: form.reviewDate || null,
+        status: form.status,
+        tags: csvToList(form.tags),
+        description: form.description,
+      })
+      const polishedDescription =
+        typeof result.polished_description === 'string' ? result.polished_description : ''
+
+      if (!polishedDescription.trim()) {
+        throw new Error('AI 润色返回为空。')
+      }
+
+      startTransition(() => {
+        setDescriptionPolish({
+          originalDescription: form.description,
+          polishedDescription,
+        })
+      })
+
+      if (polishedDescription.trim() === form.description.trim()) {
+        toast.success('AI 已检查这段点评，当前文案已经比较完整。')
+      } else {
+        toast.success('AI 已生成一版更顺的点评文案，可以先对比再决定是否采用。')
+      }
+    } catch (error) {
+      toast.error(
+        error instanceof ApiError
+          ? error.message
+          : error instanceof Error
+            ? error.message
+            : 'AI 润色点评失败。',
+      )
+    } finally {
+      setPolishingDescription(false)
+    }
+  }, [form])
+
+  const uploadReviewCover = useCallback(async (file: File) => {
+    try {
+      setUploadingCover(true)
+      const result = await adminApi.uploadReviewCoverImage(file)
+      startTransition(() => {
+        setForm((current) => ({ ...current, cover: result.url }))
+      })
+      toast.success('评测封面已上传到 R2。')
+    } catch (error) {
+      toast.error(error instanceof ApiError ? error.message : '评测封面上传失败。')
+    } finally {
+      setUploadingCover(false)
+    }
+  }, [])
+
   return (
     <div className="space-y-6">
       <div className="flex flex-col gap-4 xl:flex-row xl:items-end xl:justify-between">
@@ -172,6 +247,7 @@ export function ReviewsPage() {
             onClick={() => {
               setSelectedId(null)
               setForm(defaultReviewForm)
+              setDescriptionPolish(null)
             }}
           >
             新建评测
@@ -220,6 +296,7 @@ export function ReviewsPage() {
                     onClick={() => {
                       setSelectedId(review.id)
                       setForm(toFormState(review))
+                      setDescriptionPolish(null)
                     }}
                     className={`w-full rounded-3xl border px-4 py-4 text-left transition ${
                       selectedId === review.id
@@ -295,6 +372,7 @@ export function ReviewsPage() {
                       startTransition(() => {
                         setSelectedId(updated.id)
                         setForm(toFormState(updated))
+                        setDescriptionPolish(null)
                       })
                       toast.success('评测已更新。')
                     } else {
@@ -302,6 +380,7 @@ export function ReviewsPage() {
                       startTransition(() => {
                         setSelectedId(created.id)
                         setForm(toFormState(created))
+                        setDescriptionPolish(null)
                       })
                       toast.success('评测已创建。')
                     }
@@ -332,6 +411,7 @@ export function ReviewsPage() {
                       toast.success('评测已删除。')
                       setSelectedId(null)
                       setForm(defaultReviewForm)
+                      setDescriptionPolish(null)
                       await loadReviews(false)
                     } catch (error) {
                       toast.error(error instanceof ApiError ? error.message : '无法删除评测。')
@@ -414,13 +494,49 @@ export function ReviewsPage() {
                   <option value="archived">已归档</option>
                 </Select>
               </FormField>
-              <FormField label="封面 URL">
+              <FormField label="封面 URL" hint="可直接填外链，也可以上传图片到 R2。">
-                <Input
+                <div className="space-y-3">
-                  value={form.cover}
+                  <div className="flex flex-col gap-3 sm:flex-row">
-                  onChange={(event) =>
+                    <Input
-                    setForm((current) => ({ ...current, cover: event.target.value }))
+                      value={form.cover}
-                  }
+                      onChange={(event) =>
-                />
+                        setForm((current) => ({ ...current, cover: event.target.value }))
+                      }
+                    />
+                    <input
+                      ref={reviewCoverInputRef}
+                      type="file"
+                      accept="image/png,image/jpeg,image/webp,image/gif,image/svg+xml"
+                      className="hidden"
+                      onChange={(event) => {
+                        const file = event.target.files?.[0]
+                        if (file) {
+                          void uploadReviewCover(file)
+                        }
+                        event.target.value = ''
+                      }}
+                    />
+                    <Button
+                      type="button"
+                      variant="outline"
+                      disabled={uploadingCover}
+                      onClick={() => reviewCoverInputRef.current?.click()}
+                    >
+                      <Upload className="h-4 w-4" />
+                      {uploadingCover ? '上传中...' : '上传到 R2'}
+                    </Button>
+                  </div>
+
+                  {form.cover ? (
+                    <div className="overflow-hidden rounded-[1.4rem] border border-border/70 bg-background/70">
+                      <img
+                        src={form.cover}
+                        alt={form.title || '评测封面预览'}
+                        className="h-48 w-full object-cover"
+                      />
+                    </div>
+                  ) : null}
+                </div>
               </FormField>
               <FormField label="跳转链接" hint="可填写站内路径或完整 URL。">
                 <Input
@@ -442,13 +558,113 @@ export function ReviewsPage() {
                 </FormField>
               </div>
               <div className="lg:col-span-2">
-                <FormField label="简介">
+                <FormField
-                  <Textarea
+                  label="简介 / 点评"
-                    value={form.description}
+                  hint="可以先写你的原始观感，再用 AI 帮你把这段点评润得更顺。"
-                    onChange={(event) =>
+                >
-                      setForm((current) => ({ ...current, description: event.target.value }))
+                  <div className="space-y-3">
-                    }
+                    <div className="flex flex-col gap-3 rounded-[1.5rem] border border-border/70 bg-background/65 px-4 py-4 lg:flex-row lg:items-center lg:justify-between">
-                  />
+                      <p className="text-sm leading-6 text-muted-foreground">
+                        AI 会结合当前标题、类型、评分、状态和标签，只润色这段点评文案，不会自动保存。
+                      </p>
+                      <div className="flex flex-wrap items-center gap-2">
+                        <Button
+                          size="sm"
+                          variant="outline"
+                          onClick={() => void requestDescriptionPolish()}
+                          disabled={polishingDescription}
+                        >
+                          <Bot className="h-4 w-4" />
+                          {polishingDescription ? '润色中...' : 'AI 润色点评'}
+                        </Button>
+                        {descriptionPolish ? (
+                          <Button
+                            size="sm"
+                            variant="ghost"
+                            onClick={() => setDescriptionPolish(null)}
+                          >
+                            <RotateCcw className="h-4 w-4" />
+                            收起对比
+                          </Button>
+                        ) : null}
+                      </div>
+                    </div>
+
+                    <Textarea
+                      value={form.description}
+                      onChange={(event) => {
+                        const nextDescription = event.target.value
+                        setForm((current) => ({ ...current, description: nextDescription }))
+                        setDescriptionPolish((current) =>
+                          current && current.originalDescription === nextDescription ? current : null,
+                        )
+                      }}
+                    />
+
+                    {descriptionPolish ? (
+                      <div className="overflow-hidden rounded-[1.8rem] border border-border/70 bg-background/80">
+                        <div className="flex flex-col gap-3 border-b border-border/70 px-5 py-4 lg:flex-row lg:items-center lg:justify-between">
+                          <div>
+                            <p className="text-base font-semibold">AI 点评润色对比</p>
+                            <p className="mt-1 text-sm text-muted-foreground">
+                              左边保留当前文案，右边是 AI 建议，你可以直接采用或保留原文。
+                            </p>
+                          </div>
+                          <div className="flex flex-wrap items-center gap-2">
+                            <Button
+                              size="sm"
+                              onClick={() => {
+                                setForm((current) => ({
+                                  ...current,
+                                  description: descriptionPolish.polishedDescription,
+                                }))
+                                setDescriptionPolish(null)
+                                toast.success('AI 润色点评已回填到评测简介。')
+                              }}
+                            >
+                              <Check className="h-4 w-4" />
+                              采用润色结果
+                            </Button>
+                            <Button
+                              size="sm"
+                              variant="outline"
+                              onClick={() => void requestDescriptionPolish()}
+                              disabled={polishingDescription}
+                            >
+                              <Bot className="h-4 w-4" />
+                              重新润色
+                            </Button>
+                            <Button
+                              size="sm"
+                              variant="ghost"
+                              onClick={() => setDescriptionPolish(null)}
+                            >
+                              保留原文
+                            </Button>
+                          </div>
+                        </div>
+
+                        <div className="grid gap-4 p-5 xl:grid-cols-2">
+                          <div className="rounded-[1.4rem] border border-border/70 bg-muted/20 p-4">
+                            <p className="text-[11px] uppercase tracking-[0.22em] text-muted-foreground">
+                              当前点评
+                            </p>
+                            <p className="mt-3 whitespace-pre-wrap break-words text-sm leading-7">
+                              {descriptionPolish.originalDescription.trim() || '未填写'}
+                            </p>
+                          </div>
+                          <div className="rounded-[1.4rem] border border-emerald-500/30 bg-emerald-500/5 p-4">
+                            <p className="text-[11px] uppercase tracking-[0.22em] text-muted-foreground">
+                              AI 建议
+                            </p>
+                            <p className="mt-3 whitespace-pre-wrap break-words text-sm leading-7">
+                              {descriptionPolish.polishedDescription.trim() || '未填写'}
+                            </p>
+                          </div>
+                        </div>
+                      </div>
+                    ) : null}
+                  </div>
                 </FormField>
               </div>
             </div>

admin/src/pages/site-settings-page.tsx

@@ -8,6 +8,7 @@ import { Button } from '@/components/ui/button'
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card'
 import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
+import { Select } from '@/components/ui/select'
 import { Skeleton } from '@/components/ui/skeleton'
 import { Textarea } from '@/components/ui/textarea'
 import { adminApi, ApiError } from '@/lib/api'
@@ -42,10 +43,39 @@ function createEmptyAiProvider(): AiProviderConfig {
   return {
     id: createAiProviderId(),
     name: '',
-    provider: 'newapi',
+    provider: 'openai',
     api_base: '',
     api_key: '',
     chat_model: '',
+    image_model: '',
+  }
+}
+
+const AI_PROVIDER_OPTIONS = [
+  { value: 'openai', label: 'OpenAI' },
+  { value: 'anthropic', label: 'Anthropic' },
+  { value: 'gemini', label: 'Gemini' },
+  { value: 'cloudflare', label: 'Cloudflare Workers AI' },
+  { value: 'newapi', label: 'NewAPI / Responses' },
+  { value: 'openai-compatible', label: 'OpenAI Compatible' },
+] as const
+
+const MEDIA_STORAGE_PROVIDER_OPTIONS = [
+  { value: 'r2', label: 'Cloudflare R2' },
+  { value: 'minio', label: 'MinIO' },
+] as const
+
+function isCloudflareProvider(provider: string | null | undefined) {
+  const normalized = provider?.trim().toLowerCase()
+  return normalized === 'cloudflare' || normalized === 'cloudflare-workers-ai' || normalized === 'workers-ai'
+}
+
+function buildCloudflareAiPreset(current: AiProviderConfig): AiProviderConfig {
+  return {
+    ...current,
+    name: current.name?.trim() ? current.name : 'Cloudflare Workers AI',
+    provider: 'cloudflare',
+    chat_model: current.chat_model?.trim() || '@cf/meta/llama-3.1-8b-instruct',
   }
 }
 
@@ -105,12 +135,22 @@ function toPayload(form: AdminSiteSettingsResponse): SiteSettingsPayload {
     aiApiBase: form.ai_api_base,
     aiApiKey: form.ai_api_key,
     aiChatModel: form.ai_chat_model,
+    aiImageProvider: form.ai_image_provider,
+    aiImageApiBase: form.ai_image_api_base,
+    aiImageApiKey: form.ai_image_api_key,
+    aiImageModel: form.ai_image_model,
     aiProviders: form.ai_providers,
     aiActiveProviderId: form.ai_active_provider_id,
     aiEmbeddingModel: form.ai_embedding_model,
     aiSystemPrompt: form.ai_system_prompt,
     aiTopK: form.ai_top_k,
     aiChunkSize: form.ai_chunk_size,
+    mediaStorageProvider: form.media_storage_provider,
+    mediaR2AccountId: form.media_r2_account_id,
+    mediaR2Bucket: form.media_r2_bucket,
+    mediaR2PublicBaseUrl: form.media_r2_public_base_url,
+    mediaR2AccessKeyId: form.media_r2_access_key_id,
+    mediaR2SecretAccessKey: form.media_r2_secret_access_key,
   }
 }
 
@@ -120,6 +160,8 @@ export function SiteSettingsPage() {
   const [saving, setSaving] = useState(false)
   const [reindexing, setReindexing] = useState(false)
   const [testingProvider, setTestingProvider] = useState(false)
+  const [testingImageProvider, setTestingImageProvider] = useState(false)
+  const [testingR2Storage, setTestingR2Storage] = useState(false)
   const [selectedTrackIndex, setSelectedTrackIndex] = useState(0)
   const [selectedProviderIndex, setSelectedProviderIndex] = useState(0)
 
@@ -290,6 +332,38 @@ export function SiteSettingsPage() {
     updateField('ai_active_provider_id', providerId)
   }
 
+  const applyCloudflarePreset = (index: number) => {
+    setForm((current) => {
+      if (!current) {
+        return current
+      }
+
+      const nextProviders = current.ai_providers.map((provider, providerIndex) =>
+        providerIndex === index ? buildCloudflareAiPreset(provider) : provider,
+      )
+
+      return {
+        ...current,
+        ai_providers: nextProviders,
+      }
+    })
+  }
+
+  const applyCloudflareImagePreset = () => {
+    setForm((current) => {
+      if (!current) {
+        return current
+      }
+
+      return {
+        ...current,
+        ai_image_provider: 'cloudflare',
+        ai_image_model:
+          current.ai_image_model?.trim() || '@cf/black-forest-labs/flux-2-klein-4b',
+      }
+    })
+  }
+
   const techStackValue = useMemo(
     () => (form?.tech_stack.length ? form.tech_stack.join('\n') : ''),
     [form?.tech_stack],
@@ -306,6 +380,18 @@ export function SiteSettingsPage() {
     () => form?.ai_providers.find((provider) => provider.id === form.ai_active_provider_id) ?? null,
     [form],
   )
+  const selectedProviderIsCloudflare = useMemo(
+    () => isCloudflareProvider(selectedProvider.provider),
+    [selectedProvider.provider],
+  )
+  const imageProviderIsCloudflare = useMemo(
+    () => isCloudflareProvider(form?.ai_image_provider),
+    [form?.ai_image_provider],
+  )
+  const mediaStorageProvider = useMemo(
+    () => (form?.media_storage_provider?.trim().toLowerCase() === 'minio' ? 'minio' : 'r2'),
+    [form?.media_storage_provider],
+  )
 
   if (loading || !form) {
     return (
@@ -532,7 +618,7 @@ export function SiteSettingsPage() {
             <CardHeader>
               <CardTitle>AI 模块</CardTitle>
               <CardDescription>
-                站内 AI 问答功能使用的提供方与检索控制参数。
+                把文本问答和封面图生成拆成两套配置，检索参数仍在这里统一管理。
               </CardDescription>
             </CardHeader>
             <CardContent className="space-y-5">
@@ -551,182 +637,328 @@ export function SiteSettingsPage() {
                 </div>
               </label>
 
-              <Field label="提供方">
+              <div className="rounded-[1.75rem] border border-border/70 bg-background/55 p-4">
-                <div className="rounded-[1.75rem] border border-border/70 bg-background/55 p-4">
+                <div className="flex flex-wrap items-center justify-between gap-3">
-                  <div className="flex flex-wrap items-center justify-between gap-3">
+                  <div>
-                    <div>
+                    <p className="text-sm font-medium">文本问答 Provider</p>
-                      <p className="text-sm font-medium">提供商列表</p>
+                    <p className="mt-1 text-sm leading-6 text-muted-foreground">
-                      <p className="mt-1 text-sm leading-6 text-muted-foreground">
+                      这里用于站内问答、文章元数据生成和文案润色。
-                        可以同时保存多套模型渠道配置，并指定当前实际生效的那一套。
+                    </p>
-                      </p>
+                  </div>
-                    </div>
+                  <Button type="button" variant="outline" onClick={addAiProvider}>
-                    <Button type="button" variant="outline" onClick={addAiProvider}>
+                    <Plus className="h-4 w-4" />
-                      <Plus className="h-4 w-4" />
+                    添加提供商
-                      添加提供商
+                  </Button>
-                    </Button>
+                </div>
+
+                <div className="mt-4 grid gap-4 xl:grid-cols-[280px_minmax(0,1fr)]">
+                  <div className="space-y-3">
+                    {form.ai_providers.length ? (
+                      form.ai_providers.map((provider, index) => {
+                        const active = provider.id === form.ai_active_provider_id
+                        const selected = index === selectedProviderIndex
+
+                        return (
+                          <button
+                            key={provider.id}
+                            type="button"
+                            onClick={() => setSelectedProviderIndex(index)}
+                            className={
+                              selected
+                                ? 'w-full rounded-[1.35rem] border border-primary/30 bg-primary/10 px-4 py-4 text-left shadow-[0_12px_28px_rgba(37,99,235,0.12)]'
+                                : 'w-full rounded-[1.35rem] border border-border/70 bg-background/70 px-4 py-4 text-left transition hover:border-border hover:bg-accent/35'
+                            }
+                          >
+                            <div className="flex items-start justify-between gap-3">
+                              <div className="min-w-0 flex-1">
+                                <p className="truncate font-medium">
+                                  {provider.name?.trim() || `提供商 ${index + 1}`}
+                                </p>
+                                <p className="mt-1 truncate text-sm text-muted-foreground">
+                                  Provider：{provider.provider?.trim() || '未填写'}
+                                </p>
+                              </div>
+                              {active ? (
+                                <Badge variant="secondary" className="shrink-0">
+                                  当前启用
+                                </Badge>
+                              ) : null}
+                            </div>
+                            <p className="mt-3 truncate font-mono text-[11px] text-muted-foreground">
+                              {provider.chat_model?.trim() || '未填写模型'}
+                            </p>
+                          </button>
+                        )
+                      })
+                    ) : (
+                      <div className="rounded-[1.35rem] border border-dashed border-border/70 bg-background/60 px-4 py-6 text-sm leading-6 text-muted-foreground">
+                        还没有配置任何模型提供商，先添加一套即可开始切换使用。
+                      </div>
+                    )}
                   </div>
 
-                  <div className="mt-4 grid gap-4 xl:grid-cols-[280px_minmax(0,1fr)]">
+                  <div className="rounded-[1.5rem] border border-border/70 bg-background/65 p-5">
-                    <div className="space-y-3">
+                    {form.ai_providers.length ? (
-                      {form.ai_providers.length ? (
+                      <div className="space-y-4">
-                        form.ai_providers.map((provider, index) => {
+                        <div className="flex flex-wrap items-start justify-between gap-3">
-                          const active = provider.id === form.ai_active_provider_id
+                          <div>
-                          const selected = index === selectedProviderIndex
+                            <p className="text-xs uppercase tracking-[0.2em] text-muted-foreground">
-
+                              当前编辑
-                          return (
+                            </p>
-                            <button
+                            <p className="mt-2 text-lg font-semibold">
-                              key={provider.id}
+                              {selectedProvider.name?.trim() || `提供商 ${selectedProviderIndex + 1}`}
-                              type="button"
+                            </p>
-                              onClick={() => setSelectedProviderIndex(index)}
+                            <p className="mt-1 text-sm text-muted-foreground">
-                              className={
+                              保存后，系统会使用“当前启用”的提供商处理文本 AI 请求。
-                                selected
+                            </p>
-                                  ? 'w-full rounded-[1.35rem] border border-primary/30 bg-primary/10 px-4 py-4 text-left shadow-[0_12px_28px_rgba(37,99,235,0.12)]'
-                                  : 'w-full rounded-[1.35rem] border border-border/70 bg-background/70 px-4 py-4 text-left transition hover:border-border hover:bg-accent/35'
-                              }
-                            >
-                              <div className="flex items-start justify-between gap-3">
-                                <div className="min-w-0 flex-1">
-                                  <p className="truncate font-medium">
-                                    {provider.name?.trim() || `提供商 ${index + 1}`}
-                                  </p>
-                                  <p className="mt-1 truncate text-sm text-muted-foreground">
-                                    {provider.provider?.trim() || '未填写 provider'}
-                                  </p>
-                                </div>
-                                {active ? (
-                                  <Badge variant="secondary" className="shrink-0">
-                                    当前启用
-                                  </Badge>
-                                ) : null}
-                              </div>
-                              <p className="mt-3 truncate font-mono text-[11px] text-muted-foreground">
-                                {provider.chat_model?.trim() || '未填写模型'}
-                              </p>
-                            </button>
-                          )
-                        })
-                      ) : (
-                        <div className="rounded-[1.35rem] border border-dashed border-border/70 bg-background/60 px-4 py-6 text-sm leading-6 text-muted-foreground">
-                          还没有配置任何模型提供商，先添加一套即可开始切换使用。
-                        </div>
-                      )}
-                    </div>
-
-                    <div className="rounded-[1.5rem] border border-border/70 bg-background/65 p-5">
-                      {form.ai_providers.length ? (
-                        <div className="space-y-4">
-                          <div className="flex flex-wrap items-start justify-between gap-3">
-                            <div>
-                              <p className="text-xs uppercase tracking-[0.2em] text-muted-foreground">
-                                当前编辑
-                              </p>
-                              <p className="mt-2 text-lg font-semibold">
-                                {selectedProvider.name?.trim() || `提供商 ${selectedProviderIndex + 1}`}
-                              </p>
-                              <p className="mt-1 text-sm text-muted-foreground">
-                                保存后，系统会使用“当前启用”的提供商处理站内 AI 请求。
-                              </p>
-                            </div>
-                            <div className="flex flex-wrap gap-2">
-                              <Button
-                                type="button"
-                                variant="outline"
-                                disabled={testingProvider}
-                                onClick={async () => {
-                                  try {
-                                    setTestingProvider(true)
-                                    const result = await adminApi.testAiProvider(selectedProvider)
-                                    toast.success(
-                                      `连通成功：${result.provider} / ${result.chat_model} / ${result.reply_preview}`,
-                                    )
-                                  } catch (error) {
-                                    toast.error(
-                                      error instanceof ApiError ? error.message : '模型连通性测试失败。',
-                                    )
-                                  } finally {
-                                    setTestingProvider(false)
-                                  }
-                                }}
-                              >
-                                <Bot className="h-4 w-4" />
-                                {testingProvider ? '测试中...' : '测试连通性'}
-                              </Button>
-                              <Button
-                                type="button"
-                                variant={selectedProvider.id === form.ai_active_provider_id ? 'secondary' : 'outline'}
-                                onClick={() => setActiveAiProvider(selectedProvider.id)}
-                              >
-                                <Check className="h-4 w-4" />
-                                {selectedProvider.id === form.ai_active_provider_id ? '已启用' : '设为启用'}
-                              </Button>
-                              <Button
-                                type="button"
-                                variant="outline"
-                                onClick={() => removeAiProvider(selectedProviderIndex)}
-                              >
-                                <Trash2 className="h-4 w-4" />
-                                删除
-                              </Button>
-                            </div>
                           </div>
+                          <div className="flex flex-wrap gap-2">
+                            <Button
+                              type="button"
+                              variant="outline"
+                              onClick={() => applyCloudflarePreset(selectedProviderIndex)}
+                            >
+                              <RefreshCcw className="h-4 w-4" />
+                              套用 Cloudflare
+                            </Button>
+                            <Button
+                              type="button"
+                              variant="outline"
+                              disabled={testingProvider}
+                              onClick={async () => {
+                                try {
+                                  setTestingProvider(true)
+                                  const result = await adminApi.testAiProvider(selectedProvider)
+                                  toast.success(
+                                    `连通成功：${result.provider} / ${result.chat_model} / ${result.reply_preview}`,
+                                  )
+                                } catch (error) {
+                                  toast.error(
+                                    error instanceof ApiError ? error.message : '模型连通性测试失败。',
+                                  )
+                                } finally {
+                                  setTestingProvider(false)
+                                }
+                              }}
+                            >
+                              <Bot className="h-4 w-4" />
+                              {testingProvider ? '测试中...' : '测试连通性'}
+                            </Button>
+                            <Button
+                              type="button"
+                              variant={selectedProvider.id === form.ai_active_provider_id ? 'secondary' : 'outline'}
+                              onClick={() => setActiveAiProvider(selectedProvider.id)}
+                            >
+                              <Check className="h-4 w-4" />
+                              {selectedProvider.id === form.ai_active_provider_id ? '已启用' : '设为启用'}
+                            </Button>
+                            <Button
+                              type="button"
+                              variant="outline"
+                              onClick={() => removeAiProvider(selectedProviderIndex)}
+                            >
+                              <Trash2 className="h-4 w-4" />
+                              删除
+                            </Button>
+                          </div>
+                        </div>
 
-                          <Field label="显示名称" hint="例如 OpenAI 主通道、Gemini 备用线路。">
+                        <Field label="显示名称" hint="例如 OpenAI 主通道、Gemini 备用线路。">
-                            <Input
+                          <Input
-                              value={selectedProvider.name ?? ''}
+                            value={selectedProvider.name ?? ''}
-                              onChange={(event) =>
+                            onChange={(event) =>
-                                updateAiProvider(selectedProviderIndex, 'name', event.target.value)
+                              updateAiProvider(selectedProviderIndex, 'name', event.target.value)
-                              }
+                            }
-                            />
+                          />
-                          </Field>
+                        </Field>
-                          <Field label="Provider 标识">
+                        <Field
-                            <Input
+                          label="Provider"
-                              value={selectedProvider.provider ?? ''}
+                          hint="选择文本模型提供方。Cloudflare 文本模型也支持。"
-                              onChange={(event) =>
+                        >
-                                updateAiProvider(selectedProviderIndex, 'provider', event.target.value)
+                          <Select
-                              }
+                            value={selectedProvider.provider ?? ''}
-                              placeholder="newapi / openai-compatible / 其他兼容值"
+                            onChange={(event) =>
-                            />
+                              updateAiProvider(selectedProviderIndex, 'provider', event.target.value)
-                          </Field>
+                            }
-                          <Field label="API 地址">
+                          >
-                            <Input
+                            {AI_PROVIDER_OPTIONS.map((option) => (
-                              value={selectedProvider.api_base ?? ''}
+                              <option key={option.value} value={option.value}>
-                              onChange={(event) =>
+                                {option.label}
-                                updateAiProvider(selectedProviderIndex, 'api_base', event.target.value)
+                              </option>
-                              }
+                            ))}
-                            />
+                          </Select>
-                          </Field>
+                        </Field>
-                          <Field label="API 密钥">
+                        <Field
-                            <Input
+                          label="API 地址"
-                              value={selectedProvider.api_key ?? ''}
+                          hint={selectedProviderIsCloudflare ? 'Cloudflare 可直接填写 Account ID，或填写 https://api.cloudflare.com/client/v4/accounts/<ACCOUNT_ID>。' : undefined}
-                              onChange={(event) =>
+                        >
-                                updateAiProvider(selectedProviderIndex, 'api_key', event.target.value)
+                          <Input
-                              }
+                            value={selectedProvider.api_base ?? ''}
-                            />
+                            onChange={(event) =>
-                          </Field>
+                              updateAiProvider(selectedProviderIndex, 'api_base', event.target.value)
-                          <Field label="对话模型">
+                            }
-                            <Input
+                            placeholder={selectedProviderIsCloudflare ? 'Cloudflare Account ID 或完整 accounts URL' : undefined}
-                              value={selectedProvider.chat_model ?? ''}
+                          />
-                              onChange={(event) =>
+                        </Field>
-                                updateAiProvider(selectedProviderIndex, 'chat_model', event.target.value)
+                        <Field
-                              }
+                          label="API 密钥"
-                            />
+                          hint={selectedProviderIsCloudflare ? '请填写 Cloudflare Workers AI API Token。该 Token 需要 Workers AI Read 和 Edit 权限。' : undefined}
-                          </Field>
+                        >
-                        </div>
+                          <Input
-                      ) : (
+                            value={selectedProvider.api_key ?? ''}
-                        <div className="flex h-full min-h-[240px] items-center justify-center rounded-[1.35rem] border border-dashed border-border/70 bg-background/60 px-6 text-center text-sm leading-6 text-muted-foreground">
+                            onChange={(event) =>
-                          添加第一套 provider 后，就可以在这里编辑它的 API 地址、密钥和模型名。
+                              updateAiProvider(selectedProviderIndex, 'api_key', event.target.value)
-                        </div>
+                            }
-                      )}
+                          />
-                    </div>
+                        </Field>
+                        <Field
+                          label="对话模型"
+                          hint={selectedProviderIsCloudflare ? '例如 @cf/meta/llama-3.1-8b-instruct，用于问答与连通性测试。' : undefined}
+                        >
+                          <Input
+                            value={selectedProvider.chat_model ?? ''}
+                            onChange={(event) =>
+                              updateAiProvider(selectedProviderIndex, 'chat_model', event.target.value)
+                            }
+                          />
+                        </Field>
+                        {selectedProviderIsCloudflare ? (
+                          <div className="rounded-2xl border border-primary/15 bg-primary/5 px-4 py-3 text-sm leading-6 text-muted-foreground">
+                            <p className="font-medium text-foreground">文本问答 / Cloudflare 说明</p>
+                            <ul className="mt-2 list-disc space-y-1 pl-5">
+                              <li>API 地址可直接填 Cloudflare Account ID。</li>
+                              <li>这里的模型只负责文本问答与后台文字类 AI 能力。</li>
+                            </ul>
+                          </div>
+                        ) : null}
+                      </div>
+                    ) : (
+                      <div className="flex h-full min-h-[240px] items-center justify-center rounded-[1.35rem] border border-dashed border-border/70 bg-background/60 px-6 text-center text-sm leading-6 text-muted-foreground">
+                        添加第一套 provider 后，就可以在这里编辑它的 API 地址、密钥和模型名。
+                      </div>
+                    )}
                   </div>
                 </div>
-              </Field>
+              </div>
               <div className="rounded-2xl border border-border/70 bg-background/60 p-4 text-sm leading-6 text-muted-foreground">
-                当前生效：
+                文本 AI 当前生效：
                 {activeProvider
-                  ? `${activeProvider.name || activeProvider.provider} / ${activeProvider.chat_model || '未填写模型'}`
+                  ? `${activeProvider.provider || activeProvider.name} / ${activeProvider.chat_model || '未填写模型'}`
                   : '未选择提供商'}
               </div>
+              <div className="rounded-[1.75rem] border border-border/70 bg-background/55 p-5">
+                <div className="flex flex-wrap items-start justify-between gap-3">
+                  <div>
+                    <p className="text-sm font-medium">图片生成（封面）</p>
+                    <p className="mt-1 text-sm leading-6 text-muted-foreground">
+                      后台“AI 生成封面”单独走这一套配置，不再复用文本问答设置。
+                    </p>
+                  </div>
+                  <div className="flex flex-wrap gap-2">
+                    <Button type="button" variant="outline" onClick={applyCloudflareImagePreset}>
+                      <RefreshCcw className="h-4 w-4" />
+                      套用 Cloudflare
+                    </Button>
+                    <Button
+                      type="button"
+                      variant="outline"
+                      disabled={testingImageProvider}
+                      onClick={async () => {
+                        try {
+                          setTestingImageProvider(true)
+                          const result = await adminApi.testAiImageProvider({
+                            provider: form.ai_image_provider ?? '',
+                            api_base: form.ai_image_api_base,
+                            api_key: form.ai_image_api_key,
+                            image_model: form.ai_image_model,
+                          })
+                          toast.success(
+                            `图片连通成功：${result.provider} / ${result.image_model} / ${result.result_preview}`,
+                          )
+                        } catch (error) {
+                          toast.error(
+                            error instanceof ApiError ? error.message : '图片模型连通性测试失败。',
+                          )
+                        } finally {
+                          setTestingImageProvider(false)
+                        }
+                      }}
+                    >
+                      <Bot className="h-4 w-4" />
+                      {testingImageProvider ? '测试中...' : '测试图片连通性'}
+                    </Button>
+                  </div>
+                </div>
+
+                <div className="mt-4 grid gap-4 lg:grid-cols-2">
+                  <Field
+                    label="图片 Provider"
+                    hint="选择图片模型提供方。这里专门用于封面图生成。"
+                  >
+                    <Select
+                      value={form.ai_image_provider ?? ''}
+                      onChange={(event) => updateField('ai_image_provider', event.target.value)}
+                    >
+                      {AI_PROVIDER_OPTIONS.map((option) => (
+                        <option key={option.value} value={option.value}>
+                          {option.label}
+                        </option>
+                      ))}
+                    </Select>
+                  </Field>
+                  <Field
+                    label="图片模型"
+                    hint={imageProviderIsCloudflare ? 'Cloudflare 建议使用 @cf/black-forest-labs/flux-2-klein-4b。' : '这里填写图片模型名。'}
+                  >
+                    <Input
+                      value={form.ai_image_model ?? ''}
+                      onChange={(event) => updateField('ai_image_model', event.target.value)}
+                      placeholder={imageProviderIsCloudflare ? '@cf/black-forest-labs/flux-2-klein-4b' : undefined}
+                    />
+                  </Field>
+                  <div className="lg:col-span-2">
+                    <Field
+                      label="图片 API 地址"
+                      hint={imageProviderIsCloudflare ? 'Cloudflare 可直接填写 Account ID，或填写完整 accounts URL。' : '填写图片服务的 API 地址。'}
+                    >
+                      <Input
+                        value={form.ai_image_api_base ?? ''}
+                        onChange={(event) => updateField('ai_image_api_base', event.target.value)}
+                        placeholder={imageProviderIsCloudflare ? 'Cloudflare Account ID 或完整 accounts URL' : undefined}
+                      />
+                    </Field>
+                  </div>
+                  <div className="lg:col-span-2">
+                    <Field
+                      label="图片 API 密钥"
+                      hint={imageProviderIsCloudflare ? '请填写 Cloudflare Workers AI API Token。' : '填写图片服务的 API Key。'}
+                    >
+                      <Input
+                        value={form.ai_image_api_key ?? ''}
+                        onChange={(event) => updateField('ai_image_api_key', event.target.value)}
+                      />
+                    </Field>
+                  </div>
+                </div>
+
+                <div className="mt-4 rounded-2xl border border-border/70 bg-background/60 p-4 text-sm leading-6 text-muted-foreground">
+                  图片 AI 当前配置：
+                  {form.ai_image_provider?.trim()
+                    ? `${form.ai_image_provider} / ${form.ai_image_model || '未填写模型'}`
+                    : '未填写，封面图会回退到旧配置'}
+                </div>
+
+                {imageProviderIsCloudflare ? (
+                  <div className="mt-4 rounded-2xl border border-primary/15 bg-primary/5 px-4 py-3 text-sm leading-6 text-muted-foreground">
+                    <p className="font-medium text-foreground">封面图 / Cloudflare 说明</p>
+                    <ul className="mt-2 list-disc space-y-1 pl-5">
+                      <li>API 地址可直接填 Cloudflare Account ID。</li>
+                      <li>这套配置只用于后台“AI 生成封面”。</li>
+                      <li>文本问答和图片生成现在是两套独立设置。</li>
+                    </ul>
+                  </div>
+                ) : null}
+              </div>
               <Field
                 label="向量模型"
                 hint={`本地选项：${form.ai_local_embedding}`}
@@ -771,6 +1003,128 @@ export function SiteSettingsPage() {
             </CardContent>
           </Card>
 
+          <Card>
+            <CardHeader>
+              <div className="flex flex-col gap-3 lg:flex-row lg:items-start lg:justify-between">
+                <div>
+                  <CardTitle>媒体对象存储</CardTitle>
+                  <CardDescription>
+                    AI 封面图和评测封面上传都会优先走这里的对象存储。支持 Cloudflare R2 / MinIO。
+                  </CardDescription>
+                </div>
+                <Button
+                  type="button"
+                  variant="outline"
+                  disabled={testingR2Storage}
+                  onClick={async () => {
+                    try {
+                      setTestingR2Storage(true)
+                      const result = await adminApi.testR2Storage()
+                      toast.success(`存储连通成功：${result.bucket} / ${result.public_base_url}`)
+                    } catch (error) {
+                      toast.error(error instanceof ApiError ? error.message : '对象存储连通性测试失败。')
+                    } finally {
+                      setTestingR2Storage(false)
+                    }
+                  }}
+                >
+                  <Bot className="h-4 w-4" />
+                  {testingR2Storage ? '测试中...' : '测试存储连通性'}
+                </Button>
+              </div>
+            </CardHeader>
+            <CardContent className="space-y-5">
+              <div className="grid gap-4 lg:grid-cols-2">
+                <Field
+                  label="存储 Provider"
+                  hint="选择媒体资源存储后端。"
+                >
+                  <Select
+                    value={form.media_storage_provider ?? 'r2'}
+                    onChange={(event) => updateField('media_storage_provider', event.target.value)}
+                  >
+                    {MEDIA_STORAGE_PROVIDER_OPTIONS.map((option) => (
+                      <option key={option.value} value={option.value}>
+                        {option.label}
+                      </option>
+                    ))}
+                  </Select>
+                </Field>
+                <Field
+                  label={mediaStorageProvider === 'minio' ? 'Endpoint' : 'Account ID'}
+                  hint={
+                    mediaStorageProvider === 'minio'
+                      ? '例如 http://10.0.0.2:9100 或你的 MinIO API 地址。'
+                      : 'Cloudflare 账户 ID，用来拼接 R2 S3 兼容 endpoint。'
+                  }
+                >
+                  <Input
+                    value={form.media_r2_account_id ?? ''}
+                    onChange={(event) => updateField('media_r2_account_id', event.target.value)}
+                    placeholder={mediaStorageProvider === 'minio' ? 'http://10.0.0.2:9100' : undefined}
+                  />
+                </Field>
+                <Field
+                  label="Bucket"
+                  hint={mediaStorageProvider === 'minio' ? '存放封面图的 MinIO bucket 名称。' : '存放封面图的 R2 bucket 名称。'}
+                >
+                  <Input
+                    value={form.media_r2_bucket ?? ''}
+                    onChange={(event) => updateField('media_r2_bucket', event.target.value)}
+                  />
+                </Field>
+                <div className="lg:col-span-2">
+                  <Field
+                    label="Public Base URL"
+                    hint={
+                      mediaStorageProvider === 'minio'
+                      ? '例如 https://s3.init.cool/你的bucket 或 http://10.0.0.2:9100/你的bucket。系统会把对象 key 拼到这个地址后面。'
+                        : '例如 https://image.init.cool 或你的 R2 公网域名。系统会把对象 key 拼到这个地址后面。'
+                    }
+                  >
+                    <Input
+                      value={form.media_r2_public_base_url ?? ''}
+                      onChange={(event) =>
+                        updateField('media_r2_public_base_url', event.target.value)
+                      }
+                    />
+                  </Field>
+                </div>
+                <Field
+                  label="Access Key ID"
+                  hint={mediaStorageProvider === 'minio' ? 'MinIO / S3 的 Access Key ID。' : 'R2 S3 API 的 Access Key ID。'}
+                >
+                  <Input
+                    value={form.media_r2_access_key_id ?? ''}
+                    onChange={(event) =>
+                      updateField('media_r2_access_key_id', event.target.value)
+                    }
+                  />
+                </Field>
+                <Field
+                  label="Secret Access Key"
+                  hint={mediaStorageProvider === 'minio' ? 'MinIO / S3 的 Secret Access Key。后端会用 Rust SDK 上传图片。' : 'R2 S3 API 的 Secret Access Key。后端会用 Rust SDK 上传图片。'}
+                >
+                  <Input
+                    value={form.media_r2_secret_access_key ?? ''}
+                    onChange={(event) =>
+                      updateField('media_r2_secret_access_key', event.target.value)
+                    }
+                  />
+                </Field>
+              </div>
+
+              <div className="rounded-2xl border border-border/70 bg-background/60 p-4 text-sm leading-6 text-muted-foreground">
+                <p className="font-medium text-foreground">当前用途</p>
+                <ul className="mt-2 list-disc space-y-1 pl-5">
+                  <li>文章 AI 生成封面：上传到 `post-covers/`</li>
+                  <li>评测封面上传：上传到 `review-covers/`</li>
+                  <li>{mediaStorageProvider === 'minio' ? '当前会按 MinIO / S3 兼容方式上传。' : '当前会按 Cloudflare R2 方式上传。'}</li>
+                </ul>
+              </div>
+            </CardContent>
+          </Card>
+
           <Card>
             <CardHeader>
               <CardTitle>索引状态</CardTitle>

backend/Cargo.toml

@@ -42,10 +42,12 @@ unic-langid = { version = "0.9" }
 # /view engine
 axum-extra = { version = "0.10", features = ["form"] }
 tower-http = { version = "0.6", features = ["cors"] }
-reqwest = { version = "0.12", default-features = false, features = ["blocking", "json", "rustls-tls"] }
+reqwest = { version = "0.12", default-features = false, features = ["blocking", "json", "multipart", "rustls-tls"] }
 fastembed = "5.1"
 async-stream = "0.3"
 base64 = "0.22"
+aws-config = "1"
+aws-sdk-s3 = "1"
 
 [[bin]]
 name = "termi_api-cli"

backend/assets/views/admin/site_settings.html

@@ -83,8 +83,9 @@
             <div class="field-hint">关闭后，前台导航不会显示 AI 页面，公开接口也不会对外提供回答。Embedding 已改为后端本地生成，并使用 PostgreSQL 的 pgvector 存储与检索。</div>
         </div>
         <div class="field">
-            <label>聊天 Provider</label>
+            <label>接入类型 / 协议</label>
             <input name="ai_provider" value="{{ form.ai_provider }}" placeholder="newapi">
+            <div class="field-hint">这里是后端适配器类型，不是模型厂商名。`newapi` 表示走 NewAPI 兼容的 Responses 接口；厂商和型号建议写在你的通道备注与模型名里。</div>
         </div>
         <div class="field">
             <label>聊天 API Base</label>
@@ -121,7 +122,7 @@
                 <button type="submit" class="btn btn-primary">保存设置</button>
                 <button type="button" id="reindex-btn" class="btn">重建 AI 索引</button>
             </div>
-            <div class="field-hint" style="margin-top: 10px;">文章内容变化后建议手动重建一次 AI 索引。本地 embedding 使用后端内置 `fastembed` 生成，向量会写入 PostgreSQL 的 `pgvector` 列，并通过 HNSW 索引做相似度检索；聊天回答默认走 `newapi -> /responses -> gpt-5.4`。</div>
+            <div class="field-hint" style="margin-top: 10px;">文章内容变化后建议手动重建一次 AI 索引。本地 embedding 使用后端内置 `fastembed` 生成，向量会写入 PostgreSQL 的 `pgvector` 列，并通过 HNSW 索引做相似度检索；聊天回答默认走 `newapi -> /responses -> gpt-5.4`。前台用户提交过的搜索词和 AI 问题会单独写入分析日志，方便在新版后台里查看。</div>
             <div id="notice" class="notice"></div>
         </div>
     </form>

backend/content/posts/redis.md

@@ -1,15 +1,18 @@
 ---
-title: "Redis常用命令"
+title: "Redis 安装与常用命令整理"
-description: 
-date: 2022-04-21T09:42:24+08:00
-draft: false
 slug: redis
-image:
+description: "文章介绍了 Redis 在 Debian 下的安装方法、Windows 图形客户端的安装方式，以及监听端口修改、BitMap、消息队列、LREM 和 Pipeline 等常用操作示例。"
-categories:
+category: "数据库"
-  - Database
+post_type: "article"
+pinned: false
+published: true
 tags:
-  - Database
+  - "Redis安装"
-  - Redis
+  - "Debian"
+  - "BitMap"
+  - "消息队列"
+  - "Pipeline"
+  - "go-redis"
 ---
 
 # 安装`Redis`

backend/content/posts/tmux.md

@@ -1,15 +1,17 @@
 ---
-title: "如何在 Tmux 会话窗格中发送命令"
+title: "在 Tmux 会话窗格中发送命令的方法"
-description: 本文介绍了在 Tmux 中发送命令的步骤，包括新建分离会话、发送命令至会话窗格、连接会话窗格、以及发送特殊命令。通过本文，读者将了解如何在 Tmux 中发送命令，并能够更加高效地使用 Tmux。
-date: 2022-08-02T14:54:08+08:00
-draft: false
 slug: tmux
-image:
+description: "介绍如何在 Tmux 中创建分离会话、向指定窗格发送命令并执行回车，同时说明连接会话和发送特殊按键的基本用法。"
-categories:
+category: "Linux"
-  - Linux
+post_type: "article"
+pinned: false
+published: true
 tags:
-  - Linux
+  - "Tmux"
-  - Tmux
+  - "终端复用"
+  - "send-keys"
+  - "会话管理"
+  - "命令行"
 ---
 
 ## 在 Tmux 会话窗格中发送命令的方法

backend/migration/src/lib.rs

@@ -21,6 +21,10 @@ mod m20260328_000010_add_paragraph_comments_toggle_to_site_settings;
 mod m20260328_000011_add_post_images_and_music_playlist;
 mod m20260329_000012_add_link_url_to_reviews;
 mod m20260329_000013_add_ai_provider_presets_to_site_settings;
+mod m20260329_000014_create_query_events;
+mod m20260330_000015_add_image_ai_settings_to_site_settings;
+mod m20260330_000016_add_r2_media_settings_to_site_settings;
+mod m20260330_000017_add_media_storage_provider_to_site_settings;
 pub struct Migrator;
 
 #[async_trait::async_trait]
@@ -46,6 +50,10 @@ impl MigratorTrait for Migrator {
             Box::new(m20260328_000011_add_post_images_and_music_playlist::Migration),
             Box::new(m20260329_000012_add_link_url_to_reviews::Migration),
             Box::new(m20260329_000013_add_ai_provider_presets_to_site_settings::Migration),
+            Box::new(m20260329_000014_create_query_events::Migration),
+            Box::new(m20260330_000015_add_image_ai_settings_to_site_settings::Migration),
+            Box::new(m20260330_000016_add_r2_media_settings_to_site_settings::Migration),
+            Box::new(m20260330_000017_add_media_storage_provider_to_site_settings::Migration),
             // inject-above (do not remove this comment)
         ]
     }

backend/migration/src/m20260329_000014_create_query_events.rs

@@ -0,0 +1,73 @@
+use loco_rs::schema::*;
+use sea_orm_migration::prelude::*;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        create_table(
+            manager,
+            "query_events",
+            &[
+                ("id", ColType::PkAuto),
+                ("event_type", ColType::String),
+                ("query_text", ColType::Text),
+                ("normalized_query", ColType::Text),
+                ("request_path", ColType::StringNull),
+                ("referrer", ColType::StringNull),
+                ("user_agent", ColType::TextNull),
+                ("result_count", ColType::IntegerNull),
+                ("success", ColType::BooleanNull),
+                ("response_mode", ColType::StringNull),
+                ("provider", ColType::StringNull),
+                ("chat_model", ColType::StringNull),
+                ("latency_ms", ColType::IntegerNull),
+            ],
+            &[],
+        )
+        .await?;
+
+        manager
+            .create_index(
+                Index::create()
+                    .name("idx_query_events_event_type_created_at")
+                    .table(Alias::new("query_events"))
+                    .col(Alias::new("event_type"))
+                    .col(Alias::new("created_at"))
+                    .to_owned(),
+            )
+            .await?;
+
+        manager
+            .create_index(
+                Index::create()
+                    .name("idx_query_events_normalized_query")
+                    .table(Alias::new("query_events"))
+                    .col(Alias::new("normalized_query"))
+                    .to_owned(),
+            )
+            .await?;
+
+        Ok(())
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        for index_name in [
+            "idx_query_events_normalized_query",
+            "idx_query_events_event_type_created_at",
+        ] {
+            manager
+                .drop_index(
+                    Index::drop()
+                        .name(index_name)
+                        .table(Alias::new("query_events"))
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        drop_table(manager, "query_events").await
+    }
+}

backend/migration/src/m20260330_000015_add_image_ai_settings_to_site_settings.rs

@@ -0,0 +1,101 @@
+use sea_orm_migration::prelude::*;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        let table = Alias::new("site_settings");
+
+        if !manager
+            .has_column("site_settings", "ai_image_provider")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("ai_image_provider"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "ai_image_api_base")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("ai_image_api_base"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "ai_image_api_key")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(ColumnDef::new(Alias::new("ai_image_api_key")).text().null())
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "ai_image_model")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table)
+                        .add_column(ColumnDef::new(Alias::new("ai_image_model")).string().null())
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        Ok(())
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        let table = Alias::new("site_settings");
+
+        for column in [
+            "ai_image_model",
+            "ai_image_api_key",
+            "ai_image_api_base",
+            "ai_image_provider",
+        ] {
+            if manager.has_column("site_settings", column).await? {
+                manager
+                    .alter_table(
+                        Table::alter()
+                            .table(table.clone())
+                            .drop_column(Alias::new(column))
+                            .to_owned(),
+                    )
+                    .await?;
+            }
+        }
+
+        Ok(())
+    }
+}

backend/migration/src/m20260330_000016_add_r2_media_settings_to_site_settings.rs

@@ -0,0 +1,128 @@
+use sea_orm_migration::prelude::*;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        let table = Alias::new("site_settings");
+
+        if !manager
+            .has_column("site_settings", "media_r2_account_id")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("media_r2_account_id"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "media_r2_bucket")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("media_r2_bucket"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "media_r2_public_base_url")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("media_r2_public_base_url"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "media_r2_access_key_id")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table.clone())
+                        .add_column(
+                            ColumnDef::new(Alias::new("media_r2_access_key_id"))
+                                .string()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        if !manager
+            .has_column("site_settings", "media_r2_secret_access_key")
+            .await?
+        {
+            manager
+                .alter_table(
+                    Table::alter()
+                        .table(table)
+                        .add_column(
+                            ColumnDef::new(Alias::new("media_r2_secret_access_key"))
+                                .text()
+                                .null(),
+                        )
+                        .to_owned(),
+                )
+                .await?;
+        }
+
+        Ok(())
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        let table = Alias::new("site_settings");
+
+        for column in [
+            "media_r2_secret_access_key",
+            "media_r2_access_key_id",
+            "media_r2_public_base_url",
+            "media_r2_bucket",
+            "media_r2_account_id",
+        ] {
+            if manager.has_column("site_settings", column).await? {
+                manager
+                    .alter_table(
+                        Table::alter()
+                            .table(table.clone())
+                            .drop_column(Alias::new(column))
+                            .to_owned(),
+                    )
+                    .await?;
+            }
+        }
+
+        Ok(())
+    }
+}

backend/migration/src/m20260330_000017_add_media_storage_provider_to_site_settings.rs

@@ -0,0 +1,53 @@
+use sea_orm_migration::prelude::*;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        if manager
+            .has_column("site_settings", "media_storage_provider")
+            .await?
+        {
+            return Ok(());
+        }
+
+        manager
+            .alter_table(
+                Table::alter()
+                    .table(SiteSettings::Table)
+                    .add_column(
+                        ColumnDef::new(SiteSettings::MediaStorageProvider)
+                            .string()
+                            .null(),
+                    )
+                    .to_owned(),
+            )
+            .await
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        if !manager
+            .has_column("site_settings", "media_storage_provider")
+            .await?
+        {
+            return Ok(());
+        }
+
+        manager
+            .alter_table(
+                Table::alter()
+                    .table(SiteSettings::Table)
+                    .drop_column(SiteSettings::MediaStorageProvider)
+                    .to_owned(),
+            )
+            .await
+    }
+}
+
+#[derive(DeriveIden)]
+enum SiteSettings {
+    Table,
+    MediaStorageProvider,
+}

backend/src/controllers/admin_api.rs

@@ -1,3 +1,4 @@
+use axum::extract::{Multipart, Query};
 use loco_rs::prelude::*;
 use sea_orm::{
     ActiveModelTrait, ColumnTrait, EntityTrait, IntoActiveModel, PaginatorTrait, QueryFilter,
@@ -14,7 +15,7 @@ use crate::{
         site_settings::{self, SiteSettingsPayload},
     },
     models::_entities::{ai_chunks, comments, friend_links, posts, reviews},
-    services::{ai, content},
+    services::{ai, analytics, content, storage},
 };
 
 #[derive(Clone, Debug, Deserialize)]
@@ -130,6 +131,10 @@ pub struct AdminSiteSettingsResponse {
     pub ai_api_base: Option<String>,
     pub ai_api_key: Option<String>,
     pub ai_chat_model: Option<String>,
+    pub ai_image_provider: Option<String>,
+    pub ai_image_api_base: Option<String>,
+    pub ai_image_api_key: Option<String>,
+    pub ai_image_model: Option<String>,
     pub ai_providers: Vec<site_settings::AiProviderConfig>,
     pub ai_active_provider_id: Option<String>,
     pub ai_embedding_model: Option<String>,
@@ -139,6 +144,12 @@ pub struct AdminSiteSettingsResponse {
     pub ai_last_indexed_at: Option<String>,
     pub ai_chunks_count: u64,
     pub ai_local_embedding: String,
+    pub media_storage_provider: Option<String>,
+    pub media_r2_account_id: Option<String>,
+    pub media_r2_bucket: Option<String>,
+    pub media_r2_public_base_url: Option<String>,
+    pub media_r2_access_key_id: Option<String>,
+    pub media_r2_secret_access_key: Option<String>,
 }
 
 #[derive(Clone, Debug, Serialize)]
@@ -160,6 +171,67 @@ pub struct AdminAiProviderTestResponse {
     pub reply_preview: String,
 }
 
+#[derive(Clone, Debug, Deserialize)]
+pub struct AdminAiImageProviderTestRequest {
+    pub provider: String,
+    pub api_base: String,
+    pub api_key: String,
+    pub image_model: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminAiImageProviderTestResponse {
+    pub provider: String,
+    pub endpoint: String,
+    pub image_model: String,
+    pub result_preview: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminImageUploadResponse {
+    pub url: String,
+    pub key: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminR2ConnectivityResponse {
+    pub bucket: String,
+    pub public_base_url: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminMediaObjectResponse {
+    pub key: String,
+    pub url: String,
+    pub size_bytes: i64,
+    pub last_modified: Option<String>,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminMediaListResponse {
+    pub provider: String,
+    pub bucket: String,
+    pub public_base_url: String,
+    pub items: Vec<AdminMediaObjectResponse>,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminMediaDeleteResponse {
+    pub deleted: bool,
+    pub key: String,
+}
+
+#[derive(Clone, Debug, Deserialize)]
+pub struct AdminMediaListQuery {
+    pub prefix: Option<String>,
+    pub limit: Option<i32>,
+}
+
+#[derive(Clone, Debug, Deserialize)]
+pub struct AdminMediaDeleteQuery {
+    pub key: String,
+}
+
 #[derive(Clone, Debug, Deserialize)]
 pub struct AdminPostMetadataRequest {
     pub markdown: String,
@@ -170,6 +242,30 @@ pub struct AdminPostPolishRequest {
     pub markdown: String,
 }
 
+#[derive(Clone, Debug, Deserialize)]
+pub struct AdminReviewPolishRequest {
+    pub title: String,
+    pub review_type: String,
+    pub rating: i32,
+    pub review_date: Option<String>,
+    pub status: String,
+    #[serde(default)]
+    pub tags: Vec<String>,
+    pub description: String,
+}
+
+#[derive(Clone, Debug, Deserialize)]
+pub struct AdminPostCoverImageRequest {
+    pub title: String,
+    pub description: Option<String>,
+    pub category: Option<String>,
+    #[serde(default)]
+    pub tags: Vec<String>,
+    pub post_type: String,
+    pub slug: Option<String>,
+    pub markdown: String,
+}
+
 fn format_timestamp(
     value: Option<sea_orm::prelude::DateTimeWithTimeZone>,
     pattern: &str,
@@ -242,6 +338,10 @@ fn build_settings_response(
         ai_api_base: item.ai_api_base,
         ai_api_key: item.ai_api_key,
         ai_chat_model: item.ai_chat_model,
+        ai_image_provider: item.ai_image_provider,
+        ai_image_api_base: item.ai_image_api_base,
+        ai_image_api_key: item.ai_image_api_key,
+        ai_image_model: item.ai_image_model,
         ai_providers,
         ai_active_provider_id,
         ai_embedding_model: item.ai_embedding_model,
@@ -251,6 +351,12 @@ fn build_settings_response(
         ai_last_indexed_at: format_timestamp(item.ai_last_indexed_at, "%Y-%m-%d %H:%M:%S UTC"),
         ai_chunks_count,
         ai_local_embedding: ai::local_embedding_label().to_string(),
+        media_storage_provider: item.media_storage_provider,
+        media_r2_account_id: item.media_r2_account_id,
+        media_r2_bucket: item.media_r2_bucket,
+        media_r2_public_base_url: item.media_r2_public_base_url,
+        media_r2_access_key_id: item.media_r2_access_key_id,
+        media_r2_secret_access_key: item.media_r2_secret_access_key,
     }
 }
 
@@ -410,6 +516,12 @@ pub async fn dashboard(State(ctx): State<AppContext>) -> Result<Response> {
     })
 }
 
+#[debug_handler]
+pub async fn analytics_overview(State(ctx): State<AppContext>) -> Result<Response> {
+    check_auth()?;
+    format::json(analytics::build_admin_analytics(&ctx).await?)
+}
+
 #[debug_handler]
 pub async fn get_site_settings(State(ctx): State<AppContext>) -> Result<Response> {
     check_auth()?;
@@ -428,7 +540,7 @@ pub async fn update_site_settings(
     let current = site_settings::load_current(&ctx).await?;
     let mut item = current;
     params.apply(&mut item);
-    let item = item.into_active_model();
+    let item = item.into_active_model().reset_all();
     let updated = item.update(&ctx.db).await?;
     let ai_chunks_count = ai_chunks::Entity::find().count(&ctx.db).await?;
 
@@ -469,6 +581,88 @@ pub async fn test_ai_provider(Json(payload): Json<AdminAiProviderTestRequest>) -
     })
 }
 
+#[debug_handler]
+pub async fn test_ai_image_provider(
+    Json(payload): Json<AdminAiImageProviderTestRequest>,
+) -> Result<Response> {
+    check_auth()?;
+
+    let result = ai::test_image_provider_connectivity(
+        &payload.provider,
+        &payload.api_base,
+        &payload.api_key,
+        &payload.image_model,
+    )
+    .await?;
+
+    format::json(AdminAiImageProviderTestResponse {
+        provider: result.provider,
+        endpoint: result.endpoint,
+        image_model: result.image_model,
+        result_preview: result.result_preview,
+    })
+}
+
+#[debug_handler]
+pub async fn test_r2_storage(State(ctx): State<AppContext>) -> Result<Response> {
+    check_auth()?;
+
+    let settings = storage::require_r2_settings(&ctx).await?;
+    let bucket = storage::test_r2_connectivity(&ctx).await?;
+
+    format::json(AdminR2ConnectivityResponse {
+        bucket,
+        public_base_url: settings.public_base_url,
+    })
+}
+
+#[debug_handler]
+pub async fn list_media_objects(
+    State(ctx): State<AppContext>,
+    Query(query): Query<AdminMediaListQuery>,
+) -> Result<Response> {
+    check_auth()?;
+
+    let settings = storage::require_r2_settings(&ctx).await?;
+    let items = storage::list_objects(&ctx, query.prefix.as_deref(), query.limit.unwrap_or(200))
+        .await?
+        .into_iter()
+        .map(|item| AdminMediaObjectResponse {
+            key: item.key,
+            url: item.url,
+            size_bytes: item.size_bytes,
+            last_modified: item.last_modified,
+        })
+        .collect::<Vec<_>>();
+
+    format::json(AdminMediaListResponse {
+        provider: settings.provider_name,
+        bucket: settings.bucket,
+        public_base_url: settings.public_base_url,
+        items,
+    })
+}
+
+#[debug_handler]
+pub async fn delete_media_object(
+    State(ctx): State<AppContext>,
+    Query(query): Query<AdminMediaDeleteQuery>,
+) -> Result<Response> {
+    check_auth()?;
+
+    let key = query.key.trim();
+    if key.is_empty() {
+        return Err(Error::BadRequest("缺少对象 key".to_string()));
+    }
+
+    storage::delete_object(&ctx, key).await?;
+
+    format::json(AdminMediaDeleteResponse {
+        deleted: true,
+        key: key.to_string(),
+    })
+}
+
 #[debug_handler]
 pub async fn generate_post_metadata(
     State(ctx): State<AppContext>,
@@ -487,6 +681,127 @@ pub async fn polish_post_markdown(
     format::json(ai::polish_post_markdown(&ctx, &payload.markdown).await?)
 }
 
+#[debug_handler]
+pub async fn polish_review_description(
+    State(ctx): State<AppContext>,
+    Json(payload): Json<AdminReviewPolishRequest>,
+) -> Result<Response> {
+    check_auth()?;
+    format::json(
+        ai::polish_review_description(
+            &ctx,
+            &payload.title,
+            &payload.review_type,
+            payload.rating,
+            payload.review_date.as_deref(),
+            &payload.status,
+            &payload.tags,
+            &payload.description,
+        )
+        .await?,
+    )
+}
+
+#[debug_handler]
+pub async fn generate_post_cover_image(
+    State(ctx): State<AppContext>,
+    Json(payload): Json<AdminPostCoverImageRequest>,
+) -> Result<Response> {
+    check_auth()?;
+    format::json(
+        ai::generate_post_cover_image(
+            &ctx,
+            &payload.title,
+            payload.description.as_deref(),
+            payload.category.as_deref(),
+            &payload.tags,
+            &payload.post_type,
+            payload.slug.as_deref(),
+            &payload.markdown,
+        )
+        .await?,
+    )
+}
+
+fn review_cover_extension(
+    file_name: Option<&str>,
+    content_type: Option<&str>,
+) -> Option<&'static str> {
+    let from_file_name = file_name
+        .and_then(|name| name.rsplit('.').next())
+        .map(|ext| ext.trim().to_ascii_lowercase());
+
+    match from_file_name.as_deref() {
+        Some("png") => return Some("png"),
+        Some("jpg") | Some("jpeg") => return Some("jpg"),
+        Some("webp") => return Some("webp"),
+        Some("gif") => return Some("gif"),
+        Some("avif") => return Some("avif"),
+        Some("svg") => return Some("svg"),
+        _ => {}
+    }
+
+    match content_type
+        .unwrap_or_default()
+        .trim()
+        .to_ascii_lowercase()
+        .as_str()
+    {
+        "image/png" => Some("png"),
+        "image/jpeg" => Some("jpg"),
+        "image/webp" => Some("webp"),
+        "image/gif" => Some("gif"),
+        "image/avif" => Some("avif"),
+        "image/svg+xml" => Some("svg"),
+        _ => None,
+    }
+}
+
+#[debug_handler]
+pub async fn upload_review_cover_image(
+    State(ctx): State<AppContext>,
+    mut multipart: Multipart,
+) -> Result<Response> {
+    check_auth()?;
+
+    let field = multipart
+        .next_field()
+        .await
+        .map_err(|error| Error::BadRequest(error.to_string()))?
+        .ok_or_else(|| Error::BadRequest("请先选择图片文件".to_string()))?;
+    let file_name = field.file_name().map(ToString::to_string);
+    let content_type = field.content_type().map(ToString::to_string);
+    let extension = review_cover_extension(file_name.as_deref(), content_type.as_deref())
+        .ok_or_else(|| Error::BadRequest("仅支持常见图片格式上传".to_string()))?;
+    let bytes = field
+        .bytes()
+        .await
+        .map_err(|error| Error::BadRequest(error.to_string()))?;
+
+    if bytes.is_empty() {
+        return Err(Error::BadRequest("上传的图片内容为空".to_string()));
+    }
+
+    let key = crate::services::storage::build_object_key(
+        "review-covers",
+        file_name.as_deref().unwrap_or("review-cover"),
+        extension,
+    );
+    let stored = crate::services::storage::upload_bytes_to_r2(
+        &ctx,
+        &key,
+        bytes.to_vec(),
+        content_type.as_deref(),
+        Some("public, max-age=31536000, immutable"),
+    )
+    .await?;
+
+    format::json(AdminImageUploadResponse {
+        url: stored.url,
+        key: stored.key,
+    })
+}
+
 pub fn routes() -> Routes {
     Routes::new()
         .prefix("/api/admin")
@@ -494,11 +809,21 @@ pub fn routes() -> Routes {
         .add("/session", delete(session_logout))
         .add("/session/login", post(session_login))
         .add("/dashboard", get(dashboard))
+        .add("/analytics", get(analytics_overview))
         .add("/site-settings", get(get_site_settings))
         .add("/site-settings", patch(update_site_settings))
         .add("/site-settings", put(update_site_settings))
         .add("/ai/reindex", post(reindex_ai))
         .add("/ai/test-provider", post(test_ai_provider))
+        .add("/ai/test-image-provider", post(test_ai_image_provider))
+        .add("/storage/r2/test", post(test_r2_storage))
+        .add(
+            "/storage/media",
+            get(list_media_objects).delete(delete_media_object),
+        )
         .add("/ai/post-metadata", post(generate_post_metadata))
         .add("/ai/polish-post", post(polish_post_markdown))
+        .add("/ai/polish-review", post(polish_review_description))
+        .add("/ai/post-cover", post(generate_post_cover_image))
+        .add("/storage/review-cover", post(upload_review_cover_image))
 }

backend/src/controllers/ai.rs

@@ -5,15 +5,19 @@ use axum::{
     body::{Body, Bytes},
     http::{
         header::{CACHE_CONTROL, CONNECTION, CONTENT_TYPE},
-        HeaderValue,
+        HeaderMap, HeaderValue,
     },
 };
 use chrono::{DateTime, Utc};
 use loco_rs::prelude::*;
 use serde::{Deserialize, Serialize};
 use serde_json::Value;
+use std::time::Instant;
 
-use crate::{controllers::admin::check_auth, services::ai};
+use crate::{
+    controllers::{admin::check_auth, site_settings},
+    services::{ai, analytics},
+};
 
 #[derive(Clone, Debug, Deserialize)]
 pub struct AskPayload {
@@ -55,6 +59,30 @@ fn format_timestamp(value: Option<DateTime<Utc>>) -> Option<String> {
     value.map(|item| item.to_rfc3339())
 }
 
+fn trim_to_option(value: Option<String>) -> Option<String> {
+    value.and_then(|item| {
+        let trimmed = item.trim().to_string();
+        if trimmed.is_empty() {
+            None
+        } else {
+            Some(trimmed)
+        }
+    })
+}
+
+async fn current_provider_metadata(ctx: &AppContext) -> (Option<String>, Option<String>) {
+    match site_settings::load_current(ctx).await {
+        Ok(settings) => (
+            trim_to_option(settings.ai_provider),
+            trim_to_option(settings.ai_chat_model),
+        ),
+        Err(error) => {
+            tracing::warn!("failed to load ai provider metadata for analytics: {error}");
+            (None, None)
+        }
+    }
+}
+
 fn sse_bytes<T: Serialize>(event: &str, payload: &T) -> Bytes {
     let data = serde_json::to_string(payload)
         .unwrap_or_else(|_| "{\"message\":\"failed to serialize SSE payload\"}".to_string());
@@ -178,24 +206,66 @@ fn build_ask_response(prepared: &ai::PreparedAiAnswer, answer: String) -> AskRes
 #[debug_handler]
 pub async fn ask(
     State(ctx): State<AppContext>,
+    headers: HeaderMap,
     Json(payload): Json<AskPayload>,
 ) -> Result<Response> {
-    let result = ai::answer_question(&ctx, &payload.question).await?;
+    let started_at = Instant::now();
-    format::json(AskResponse {
+    let question = payload.question.trim().to_string();
-        question: payload.question.trim().to_string(),
+    let (provider, chat_model) = current_provider_metadata(&ctx).await;
-        answer: result.answer,
+
-        sources: result.sources,
+    match ai::answer_question(&ctx, &payload.question).await {
-        indexed_chunks: result.indexed_chunks,
+        Ok(result) => {
-        last_indexed_at: format_timestamp(result.last_indexed_at),
+            analytics::record_ai_question_event(
-    })
+                &ctx,
+                &question,
+                &headers,
+                true,
+                "sync",
+                provider,
+                chat_model,
+                Some(result.sources.len()),
+                started_at.elapsed().as_millis() as i64,
+            )
+            .await;
+
+            format::json(AskResponse {
+                question,
+                answer: result.answer,
+                sources: result.sources,
+                indexed_chunks: result.indexed_chunks,
+                last_indexed_at: format_timestamp(result.last_indexed_at),
+            })
+        }
+        Err(error) => {
+            analytics::record_ai_question_event(
+                &ctx,
+                &question,
+                &headers,
+                false,
+                "sync",
+                provider,
+                chat_model,
+                None,
+                started_at.elapsed().as_millis() as i64,
+            )
+            .await;
+            Err(error)
+        }
+    }
 }
 
 #[debug_handler]
 pub async fn ask_stream(
     State(ctx): State<AppContext>,
+    headers: HeaderMap,
     Json(payload): Json<AskPayload>,
 ) -> Result<Response> {
+    let request_headers = headers.clone();
+    let question = payload.question.trim().to_string();
+    let (fallback_provider, fallback_chat_model) = current_provider_metadata(&ctx).await;
+
     let stream = stream! {
+        let started_at = Instant::now();
         yield Ok::<Bytes, std::io::Error>(sse_bytes("status", &StreamStatusEvent {
             phase: "retrieving".to_string(),
             message: "正在检索知识库上下文...".to_string(),
@@ -204,6 +274,18 @@ pub async fn ask_stream(
         let prepared = match ai::prepare_answer(&ctx, &payload.question).await {
             Ok(prepared) => prepared,
             Err(error) => {
+                analytics::record_ai_question_event(
+                    &ctx,
+                    &question,
+                    &request_headers,
+                    false,
+                    "stream",
+                    fallback_provider.clone(),
+                    fallback_chat_model.clone(),
+                    None,
+                    started_at.elapsed().as_millis() as i64,
+                )
+                .await;
                 yield Ok(sse_bytes("error", &StreamErrorEvent {
                     message: error.to_string(),
                 }));
@@ -212,6 +294,16 @@ pub async fn ask_stream(
         };
 
         let mut accumulated_answer = String::new();
+        let active_provider = prepared
+            .provider_request
+            .as_ref()
+            .map(|request| request.provider.clone())
+            .or_else(|| fallback_provider.clone());
+        let active_chat_model = prepared
+            .provider_request
+            .as_ref()
+            .map(|request| request.chat_model.clone())
+            .or_else(|| fallback_chat_model.clone());
 
         if let Some(answer) = prepared.immediate_answer.as_deref() {
             yield Ok(sse_bytes("status", &StreamStatusEvent {
@@ -241,6 +333,18 @@ pub async fn ask_stream(
             let mut response = match response {
                 Ok(response) => response,
                 Err(error) => {
+                    analytics::record_ai_question_event(
+                        &ctx,
+                        &question,
+                        &request_headers,
+                        false,
+                        "stream",
+                        active_provider.clone(),
+                        active_chat_model.clone(),
+                        Some(prepared.sources.len()),
+                        started_at.elapsed().as_millis() as i64,
+                    )
+                    .await;
                     yield Ok(sse_bytes("error", &StreamErrorEvent {
                         message: format!("AI request failed: {error}"),
                     }));
@@ -251,6 +355,18 @@ pub async fn ask_stream(
             if !response.status().is_success() {
                 let status = response.status();
                 let body = response.text().await.unwrap_or_default();
+                analytics::record_ai_question_event(
+                    &ctx,
+                    &question,
+                    &request_headers,
+                    false,
+                    "stream",
+                    active_provider.clone(),
+                    active_chat_model.clone(),
+                    Some(prepared.sources.len()),
+                    started_at.elapsed().as_millis() as i64,
+                )
+                .await;
                 yield Ok(sse_bytes("error", &StreamErrorEvent {
                     message: format!("AI provider returned {status}: {body}"),
                 }));
@@ -265,6 +381,18 @@ pub async fn ask_stream(
                 let Some(chunk) = (match next_chunk {
                     Ok(chunk) => chunk,
                     Err(error) => {
+                        analytics::record_ai_question_event(
+                            &ctx,
+                            &question,
+                            &request_headers,
+                            false,
+                            "stream",
+                            active_provider.clone(),
+                            active_chat_model.clone(),
+                            Some(prepared.sources.len()),
+                            started_at.elapsed().as_millis() as i64,
+                        )
+                        .await;
                         yield Ok(sse_bytes("error", &StreamErrorEvent {
                             message: format!("AI stream read failed: {error}"),
                         }));
@@ -323,6 +451,18 @@ pub async fn ask_stream(
             }
 
             if accumulated_answer.is_empty() {
+                analytics::record_ai_question_event(
+                    &ctx,
+                    &question,
+                    &request_headers,
+                    false,
+                    "stream",
+                    active_provider.clone(),
+                    active_chat_model.clone(),
+                    Some(prepared.sources.len()),
+                    started_at.elapsed().as_millis() as i64,
+                )
+                .await;
                 yield Ok(sse_bytes("error", &StreamErrorEvent {
                     message: "AI chat response did not contain readable content".to_string(),
                 }));
@@ -330,6 +470,19 @@ pub async fn ask_stream(
             }
         }
 
+        analytics::record_ai_question_event(
+            &ctx,
+            &question,
+            &request_headers,
+            true,
+            "stream",
+            active_provider,
+            active_chat_model,
+            Some(prepared.sources.len()),
+            started_at.elapsed().as_millis() as i64,
+        )
+        .await;
+
         let final_payload = build_ask_response(&prepared, accumulated_answer);
         yield Ok(sse_bytes("complete", &final_payload));
     };

backend/src/controllers/review.rs

@@ -3,7 +3,10 @@ use loco_rs::prelude::*;
 use sea_orm::{EntityTrait, QueryOrder, Set};
 use serde::{Deserialize, Serialize};
 
-use crate::models::_entities::reviews::{self, Entity as ReviewEntity};
+use crate::{
+    models::_entities::reviews::{self, Entity as ReviewEntity},
+    services::storage,
+};
 
 #[derive(Serialize, Deserialize, Debug)]
 pub struct CreateReviewRequest {
@@ -83,9 +86,11 @@ pub async fn update(
 ) -> Result<impl IntoResponse> {
     let review = ReviewEntity::find_by_id(id).one(&ctx.db).await?;
 
-    let Some(mut review) = review.map(|r| r.into_active_model()) else {
+    let Some(existing_review) = review else {
         return Err(Error::NotFound);
     };
+    let old_cover = existing_review.cover.clone();
+    let mut review = existing_review.into_active_model();
 
     if let Some(title) = req.title {
         review.title = Set(Some(title));
@@ -108,7 +113,9 @@ pub async fn update(
     if let Some(tags) = req.tags {
         review.tags = Set(Some(serde_json::to_string(&tags).unwrap_or_default()));
     }
+    let mut next_cover = old_cover.clone();
     if let Some(cover) = req.cover {
+        next_cover = Some(cover.clone());
         review.cover = Set(Some(cover));
     }
     if let Some(link_url) = req.link_url {
@@ -117,6 +124,14 @@ pub async fn update(
     }
 
     let review = review.update(&ctx.db).await?;
+    if let Some(old_cover) = old_cover
+        .filter(|old| Some(old.clone()) != next_cover)
+        .filter(|old| !old.trim().is_empty())
+    {
+        if let Err(error) = storage::delete_managed_url(&ctx, &old_cover).await {
+            tracing::warn!("failed to cleanup replaced review cover: {error}");
+        }
+    }
     format::json(review)
 }
 
@@ -128,7 +143,13 @@ pub async fn remove(
 
     match review {
         Some(r) => {
+            let cover = r.cover.clone();
             r.delete(&ctx.db).await?;
+            if let Some(cover) = cover.filter(|value| !value.trim().is_empty()) {
+                if let Err(error) = storage::delete_managed_url(&ctx, &cover).await {
+                    tracing::warn!("failed to cleanup deleted review cover: {error}");
+                }
+            }
             format::empty()
         }
         None => Err(Error::NotFound),

backend/src/controllers/search.rs

@@ -1,15 +1,46 @@
+use axum::http::HeaderMap;
 use loco_rs::prelude::*;
 use sea_orm::{ConnectionTrait, DatabaseBackend, DbBackend, FromQueryResult, Statement};
-use serde::{Deserialize, Serialize};
+use serde::{Deserialize, Deserializer, Serialize};
 use serde_json::Value;
+use std::time::Instant;
 
 use crate::models::_entities::posts;
-use crate::services::content;
+use crate::services::{analytics, content};
+
+fn deserialize_boolish_option<'de, D>(
+    deserializer: D,
+) -> std::result::Result<Option<bool>, D::Error>
+where
+    D: Deserializer<'de>,
+{
+    let raw = Option::<String>::deserialize(deserializer)?;
+
+    raw.map(|value| match value.trim().to_ascii_lowercase().as_str() {
+        "1" | "true" | "yes" | "on" => Ok(true),
+        "0" | "false" | "no" | "off" => Ok(false),
+        other => Err(serde::de::Error::custom(format!(
+            "invalid boolean value `{other}`"
+        ))),
+    })
+    .transpose()
+}
+
+fn is_preview_search(query: &SearchQuery, headers: &HeaderMap) -> bool {
+    query.preview.unwrap_or(false)
+        || headers
+            .get("x-termi-search-mode")
+            .and_then(|value| value.to_str().ok())
+            .map(|value| value.eq_ignore_ascii_case("preview"))
+            .unwrap_or(false)
+}
 
 #[derive(Clone, Debug, Default, Deserialize)]
 pub struct SearchQuery {
     pub q: Option<String>,
     pub limit: Option<u64>,
+    #[serde(default, deserialize_with = "deserialize_boolish_option")]
+    pub preview: Option<bool>,
 }
 
 #[derive(Clone, Debug, Serialize, FromQueryResult)]
@@ -157,7 +188,10 @@ async fn fallback_search(ctx: &AppContext, q: &str, limit: u64) -> Result<Vec<Se
 pub async fn search(
     Query(query): Query<SearchQuery>,
     State(ctx): State<AppContext>,
+    headers: HeaderMap,
 ) -> Result<Response> {
+    let started_at = Instant::now();
+    let preview_search = is_preview_search(&query, &headers);
     content::sync_markdown_posts(&ctx).await?;
 
     let q = query.q.unwrap_or_default().trim().to_string();
@@ -186,6 +220,17 @@ pub async fn search(
         fallback_search(&ctx, &q, limit).await?
     };
 
+    if !preview_search {
+        analytics::record_search_event(
+            &ctx,
+            &q,
+            results.len(),
+            &headers,
+            started_at.elapsed().as_millis() as i64,
+        )
+        .await;
+    }
+
     format::json(results)
 }
 

backend/src/controllers/site_settings.rs

@@ -44,6 +44,8 @@ pub struct AiProviderConfig {
     pub api_key: Option<String>,
     #[serde(default, alias = "chatModel")]
     pub chat_model: Option<String>,
+    #[serde(default, alias = "imageModel")]
+    pub image_model: Option<String>,
 }
 
 #[derive(Clone, Debug, Default, Deserialize, Serialize)]
@@ -94,6 +96,14 @@ pub struct SiteSettingsPayload {
     pub ai_api_key: Option<String>,
     #[serde(default, alias = "aiChatModel")]
     pub ai_chat_model: Option<String>,
+    #[serde(default, alias = "aiImageProvider")]
+    pub ai_image_provider: Option<String>,
+    #[serde(default, alias = "aiImageApiBase")]
+    pub ai_image_api_base: Option<String>,
+    #[serde(default, alias = "aiImageApiKey")]
+    pub ai_image_api_key: Option<String>,
+    #[serde(default, alias = "aiImageModel")]
+    pub ai_image_model: Option<String>,
     #[serde(default, alias = "aiProviders")]
     pub ai_providers: Option<Vec<AiProviderConfig>>,
     #[serde(default, alias = "aiActiveProviderId")]
@@ -106,6 +116,18 @@ pub struct SiteSettingsPayload {
     pub ai_top_k: Option<i32>,
     #[serde(default, alias = "aiChunkSize")]
     pub ai_chunk_size: Option<i32>,
+    #[serde(default, alias = "mediaR2AccountId")]
+    pub media_r2_account_id: Option<String>,
+    #[serde(default, alias = "mediaStorageProvider")]
+    pub media_storage_provider: Option<String>,
+    #[serde(default, alias = "mediaR2Bucket")]
+    pub media_r2_bucket: Option<String>,
+    #[serde(default, alias = "mediaR2PublicBaseUrl")]
+    pub media_r2_public_base_url: Option<String>,
+    #[serde(default, alias = "mediaR2AccessKeyId")]
+    pub media_r2_access_key_id: Option<String>,
+    #[serde(default, alias = "mediaR2SecretAccessKey")]
+    pub media_r2_secret_access_key: Option<String>,
 }
 
 #[derive(Clone, Debug, Serialize)]
@@ -152,13 +174,16 @@ fn create_ai_provider_id() -> String {
 }
 
 fn default_ai_provider_config() -> AiProviderConfig {
+    let provider = ai::provider_name(None);
+
     AiProviderConfig {
         id: "default".to_string(),
         name: "默认提供商".to_string(),
-        provider: ai::provider_name(None),
+        provider: provider.clone(),
         api_base: Some(ai::default_api_base().to_string()),
         api_key: Some(ai::default_api_key().to_string()),
         chat_model: Some(ai::default_chat_model().to_string()),
+        image_model: Some(ai::default_image_model_for_provider(&provider).to_string()),
     }
 }
 
@@ -174,11 +199,13 @@ fn normalize_ai_provider_configs(items: Vec<AiProviderConfig>) -> Vec<AiProvider
             let api_base = normalize_optional_string(item.api_base);
             let api_key = normalize_optional_string(item.api_key);
             let chat_model = normalize_optional_string(item.chat_model);
+            let image_model = normalize_optional_string(item.image_model);
             let has_content = !item.name.trim().is_empty()
                 || !provider.trim().is_empty()
                 || api_base.is_some()
                 || api_key.is_some()
-                || chat_model.is_some();
+                || chat_model.is_some()
+                || image_model.is_some();
 
             if !has_content {
                 return None;
@@ -201,6 +228,7 @@ fn normalize_ai_provider_configs(items: Vec<AiProviderConfig>) -> Vec<AiProvider
                 api_base,
                 api_key,
                 chat_model,
+                image_model,
             })
         })
         .collect()
@@ -216,13 +244,16 @@ fn legacy_ai_provider_config(model: &Model) -> Option<AiProviderConfig> {
         return None;
     }
 
+    let normalized_provider = provider.unwrap_or_else(|| ai::provider_name(None));
+
     Some(AiProviderConfig {
         id: "default".to_string(),
         name: "当前提供商".to_string(),
-        provider: provider.unwrap_or_else(|| ai::provider_name(None)),
+        provider: normalized_provider.clone(),
         api_base,
         api_key,
         chat_model,
+        image_model: Some(ai::default_image_model_for_provider(&normalized_provider).to_string()),
     })
 }
 
@@ -301,6 +332,8 @@ fn update_active_provider_from_legacy_fields(model: &mut Model) {
         config.api_base = api_base;
         config.api_key = api_key;
         config.chat_model = chat_model;
+        config.image_model =
+            Some(ai::default_image_model_for_provider(&config.provider).to_string());
         write_ai_provider_state(
             model,
             vec![config],
@@ -322,6 +355,10 @@ fn update_active_provider_from_legacy_fields(model: &mut Model) {
                 config.api_base = api_base.clone();
                 config.api_key = api_key.clone();
                 config.chat_model = chat_model.clone();
+                if config.image_model.is_none() {
+                    config.image_model =
+                        Some(ai::default_image_model_for_provider(&config.provider).to_string());
+                }
             }
         }
     }
@@ -425,6 +462,18 @@ impl SiteSettingsPayload {
         if let Some(ai_chat_model) = self.ai_chat_model {
             item.ai_chat_model = normalize_optional_string(Some(ai_chat_model));
         }
+        if let Some(ai_image_provider) = self.ai_image_provider {
+            item.ai_image_provider = normalize_optional_string(Some(ai_image_provider));
+        }
+        if let Some(ai_image_api_base) = self.ai_image_api_base {
+            item.ai_image_api_base = normalize_optional_string(Some(ai_image_api_base));
+        }
+        if let Some(ai_image_api_key) = self.ai_image_api_key {
+            item.ai_image_api_key = normalize_optional_string(Some(ai_image_api_key));
+        }
+        if let Some(ai_image_model) = self.ai_image_model {
+            item.ai_image_model = normalize_optional_string(Some(ai_image_model));
+        }
         if let Some(ai_embedding_model) = self.ai_embedding_model {
             item.ai_embedding_model = normalize_optional_string(Some(ai_embedding_model));
         }
@@ -437,6 +486,26 @@ impl SiteSettingsPayload {
         if self.ai_chunk_size.is_some() {
             item.ai_chunk_size = normalize_optional_int(self.ai_chunk_size, 400, 4000);
         }
+        if let Some(media_r2_account_id) = self.media_r2_account_id {
+            item.media_r2_account_id = normalize_optional_string(Some(media_r2_account_id));
+        }
+        if let Some(media_storage_provider) = self.media_storage_provider {
+            item.media_storage_provider = normalize_optional_string(Some(media_storage_provider));
+        }
+        if let Some(media_r2_bucket) = self.media_r2_bucket {
+            item.media_r2_bucket = normalize_optional_string(Some(media_r2_bucket));
+        }
+        if let Some(media_r2_public_base_url) = self.media_r2_public_base_url {
+            item.media_r2_public_base_url =
+                normalize_optional_string(Some(media_r2_public_base_url));
+        }
+        if let Some(media_r2_access_key_id) = self.media_r2_access_key_id {
+            item.media_r2_access_key_id = normalize_optional_string(Some(media_r2_access_key_id));
+        }
+        if let Some(media_r2_secret_access_key) = self.media_r2_secret_access_key {
+            item.media_r2_secret_access_key =
+                normalize_optional_string(Some(media_r2_secret_access_key));
+        }
 
         if provider_list_supplied {
             write_ai_provider_state(
@@ -524,6 +593,10 @@ fn default_payload() -> SiteSettingsPayload {
         ai_api_base: Some(ai::default_api_base().to_string()),
         ai_api_key: Some(ai::default_api_key().to_string()),
         ai_chat_model: Some(ai::default_chat_model().to_string()),
+        ai_image_provider: None,
+        ai_image_api_base: None,
+        ai_image_api_key: None,
+        ai_image_model: None,
         ai_providers: Some(vec![default_ai_provider_config()]),
         ai_active_provider_id: Some("default".to_string()),
         ai_embedding_model: Some(ai::local_embedding_label().to_string()),
@@ -533,6 +606,12 @@ fn default_payload() -> SiteSettingsPayload {
         ),
         ai_top_k: Some(4),
         ai_chunk_size: Some(1200),
+        media_storage_provider: None,
+        media_r2_account_id: None,
+        media_r2_bucket: None,
+        media_r2_public_base_url: None,
+        media_r2_access_key_id: None,
+        media_r2_secret_access_key: None,
     }
 }
 
@@ -553,7 +632,11 @@ pub(crate) async fn load_current(ctx: &AppContext) -> Result<Model> {
     .await?;
     let mut model = inserted;
     default_payload().apply(&mut model);
-    Ok(model.into_active_model().update(&ctx.db).await?)
+    Ok(model
+        .into_active_model()
+        .reset_all()
+        .update(&ctx.db)
+        .await?)
 }
 
 fn public_response(model: Model) -> PublicSiteSettingsResponse {
@@ -596,7 +679,7 @@ pub async fn update(
     let current = load_current(&ctx).await?;
     let mut item = current;
     params.apply(&mut item);
-    let item = item.into_active_model();
+    let item = item.into_active_model().reset_all();
     let updated = item.update(&ctx.db).await?;
     format::json(public_response(updated))
 }

backend/src/models/_entities/mod.rs

@@ -7,6 +7,7 @@ pub mod categories;
 pub mod comments;
 pub mod friend_links;
 pub mod posts;
+pub mod query_events;
 pub mod reviews;
 pub mod site_settings;
 pub mod tags;

backend/src/models/_entities/prelude.rs

@@ -5,6 +5,7 @@ pub use super::categories::Entity as Categories;
 pub use super::comments::Entity as Comments;
 pub use super::friend_links::Entity as FriendLinks;
 pub use super::posts::Entity as Posts;
+pub use super::query_events::Entity as QueryEvents;
 pub use super::reviews::Entity as Reviews;
 pub use super::site_settings::Entity as SiteSettings;
 pub use super::tags::Entity as Tags;

backend/src/models/_entities/query_events.rs

@@ -0,0 +1,33 @@
+//! `SeaORM` Entity, manually maintained
+
+use sea_orm::entity::prelude::*;
+use serde::{Deserialize, Serialize};
+
+#[derive(Clone, Debug, PartialEq, DeriveEntityModel, Serialize, Deserialize)]
+#[sea_orm(table_name = "query_events")]
+pub struct Model {
+    pub created_at: DateTimeWithTimeZone,
+    pub updated_at: DateTimeWithTimeZone,
+    #[sea_orm(primary_key)]
+    pub id: i32,
+    pub event_type: String,
+    #[sea_orm(column_type = "Text")]
+    pub query_text: String,
+    #[sea_orm(column_type = "Text")]
+    pub normalized_query: String,
+    pub request_path: Option<String>,
+    pub referrer: Option<String>,
+    #[sea_orm(column_type = "Text", nullable)]
+    pub user_agent: Option<String>,
+    pub result_count: Option<i32>,
+    pub success: Option<bool>,
+    pub response_mode: Option<String>,
+    pub provider: Option<String>,
+    pub chat_model: Option<String>,
+    pub latency_ms: Option<i32>,
+}
+
+#[derive(Copy, Clone, Debug, EnumIter, DeriveRelation)]
+pub enum Relation {}
+
+impl ActiveModelBehavior for ActiveModel {}

backend/src/models/_entities/site_settings.rs

@@ -37,6 +37,11 @@ pub struct Model {
     #[sea_orm(column_type = "Text", nullable)]
     pub ai_api_key: Option<String>,
     pub ai_chat_model: Option<String>,
+    pub ai_image_provider: Option<String>,
+    pub ai_image_api_base: Option<String>,
+    #[sea_orm(column_type = "Text", nullable)]
+    pub ai_image_api_key: Option<String>,
+    pub ai_image_model: Option<String>,
     #[sea_orm(column_type = "JsonBinary", nullable)]
     pub ai_providers: Option<Json>,
     pub ai_active_provider_id: Option<String>,
@@ -46,6 +51,13 @@ pub struct Model {
     pub ai_top_k: Option<i32>,
     pub ai_chunk_size: Option<i32>,
     pub ai_last_indexed_at: Option<DateTimeWithTimeZone>,
+    pub media_storage_provider: Option<String>,
+    pub media_r2_account_id: Option<String>,
+    pub media_r2_bucket: Option<String>,
+    pub media_r2_public_base_url: Option<String>,
+    pub media_r2_access_key_id: Option<String>,
+    #[sea_orm(column_type = "Text", nullable)]
+    pub media_r2_secret_access_key: Option<String>,
 }
 
 #[derive(Copy, Clone, Debug, EnumIter, DeriveRelation)]

backend/src/services/ai.rs

@@ -4,7 +4,7 @@ use fastembed::{
     InitOptionsUserDefined, Pooling, TextEmbedding, TokenizerFiles, UserDefinedEmbeddingModel,
 };
 use loco_rs::prelude::*;
-use reqwest::{Client, Url};
+use reqwest::{header::CONTENT_TYPE, multipart, Client, Url};
 use sea_orm::{
     ActiveModelTrait, ConnectionTrait, DbBackend, EntityTrait, FromQueryResult, IntoActiveModel,
     PaginatorTrait, QueryOrder, Set, Statement,
@@ -17,11 +17,12 @@ use std::sync::{Mutex, OnceLock};
 use uuid::Uuid;
 
 use crate::{
+    controllers::site_settings as site_settings_controller,
     models::_entities::{ai_chunks, site_settings},
-    services::content,
+    services::{content, storage},
 };
 
-const DEFAULT_AI_PROVIDER: &str = "newapi";
+const DEFAULT_AI_PROVIDER: &str = "openai";
 const DEFAULT_AI_API_BASE: &str = "https://91code.jiangnight.com/v1";
 const DEFAULT_AI_API_KEY: &str =
     "sk-5a5e27db9fb8f8ee7e1d8e3c6a44638c2e50cdb0a0cf9d926fefb5418ff62571";
@@ -29,6 +30,8 @@ const DEFAULT_CHAT_MODEL: &str = "gpt-5.4";
 const DEFAULT_REASONING_EFFORT: &str = "medium";
 const DEFAULT_DISABLE_RESPONSE_STORAGE: bool = true;
 const DEFAULT_IMAGE_MODEL: &str = "gpt-image-1";
+const DEFAULT_CLOUDFLARE_CHAT_MODEL: &str = "@cf/meta/llama-3.1-8b-instruct";
+const DEFAULT_CLOUDFLARE_IMAGE_MODEL: &str = "@cf/black-forest-labs/flux-2-klein-4b";
 const DEFAULT_TOP_K: usize = 4;
 const DEFAULT_CHUNK_SIZE: usize = 1200;
 const DEFAULT_SYSTEM_PROMPT: &str =
@@ -49,6 +52,14 @@ const LOCAL_EMBEDDING_FILES: [&str; 5] = [
 
 static TEXT_EMBEDDING_MODEL: OnceLock<Mutex<TextEmbedding>> = OnceLock::new();
 
+#[derive(Clone, Debug)]
+struct AiImageRuntimeSettings {
+    provider: String,
+    api_base: Option<String>,
+    api_key: Option<String>,
+    image_model: String,
+}
+
 #[derive(Clone, Debug)]
 struct AiRuntimeSettings {
     raw: site_settings::Model,
@@ -56,6 +67,7 @@ struct AiRuntimeSettings {
     api_base: Option<String>,
     api_key: Option<String>,
     chat_model: String,
+    image: AiImageRuntimeSettings,
     system_prompt: String,
     top_k: usize,
     chunk_size: usize,
@@ -121,6 +133,11 @@ pub struct PolishedPostMarkdown {
     pub polished_markdown: String,
 }
 
+#[derive(Clone, Debug, Serialize)]
+pub struct PolishedReviewDescription {
+    pub polished_description: String,
+}
+
 #[derive(Clone, Debug, Serialize)]
 pub struct GeneratedPostCoverImage {
     pub image_url: String,
@@ -135,6 +152,14 @@ pub struct AiProviderConnectivityResult {
     pub reply_preview: String,
 }
 
+#[derive(Clone, Debug, Serialize)]
+pub struct AiImageProviderConnectivityResult {
+    pub provider: String,
+    pub endpoint: String,
+    pub image_model: String,
+    pub result_preview: String,
+}
+
 #[derive(Clone, Debug, Default, Deserialize)]
 struct GeneratedPostMetadataDraft {
     title: Option<String>,
@@ -227,16 +252,57 @@ fn build_endpoint(api_base: &str, path: &str) -> String {
     )
 }
 
+fn provider_uses_cloudflare(provider: &str) -> bool {
+    provider.eq_ignore_ascii_case("cloudflare")
+        || provider.eq_ignore_ascii_case("cloudflare-workers-ai")
+        || provider.eq_ignore_ascii_case("workers-ai")
+}
+
 fn provider_uses_openai_api_prefix(provider: &str) -> bool {
     provider_uses_responses(provider) || provider.eq_ignore_ascii_case("openai-compatible")
 }
 
+fn normalize_cloudflare_api_base(api_base: &str) -> String {
+    let trimmed = api_base.trim().trim_end_matches('/');
+    if trimmed.is_empty() {
+        return String::new();
+    }
+
+    if !trimmed.starts_with("http://") && !trimmed.starts_with("https://") {
+        return format!(
+            "https://api.cloudflare.com/client/v4/accounts/{}",
+            trimmed.trim_matches('/'),
+        );
+    }
+
+    let Ok(mut parsed) = Url::parse(trimmed) else {
+        return trimmed.to_string();
+    };
+
+    let segments = parsed
+        .path_segments()
+        .map(|items| items.collect::<Vec<_>>())
+        .unwrap_or_default();
+
+    if let Some(account_index) = segments.iter().position(|segment| *segment == "accounts") {
+        if let Some(account_id) = segments.get(account_index + 1) {
+            parsed.set_path(&format!("/client/v4/accounts/{account_id}"));
+        }
+    }
+
+    parsed.to_string().trim_end_matches('/').to_string()
+}
+
 fn normalize_provider_api_base(provider: &str, api_base: &str) -> String {
     let trimmed = api_base.trim();
     if trimmed.is_empty() {
         return String::new();
     }
 
+    if provider_uses_cloudflare(provider) {
+        return normalize_cloudflare_api_base(trimmed);
+    }
+
     if !provider_uses_openai_api_prefix(provider) {
         return trimmed.trim_end_matches('/').to_string();
     }
@@ -604,6 +670,19 @@ fn parse_provider_sse_body(body: &str) -> Option<Value> {
     latest_response.or(latest_payload)
 }
 
+fn parse_json_body(body: &str) -> Result<Value> {
+    serde_json::from_str(body)
+        .or_else(|_| {
+            parse_provider_sse_body(body).ok_or_else(|| {
+                serde_json::Error::io(std::io::Error::new(
+                    std::io::ErrorKind::InvalidData,
+                    "provider returned neither JSON nor SSE JSON payload",
+                ))
+            })
+        })
+        .map_err(|error| Error::BadRequest(format!("AI response parse failed: {error}")))
+}
+
 async fn request_json(client: &Client, url: &str, api_key: &str, payload: Value) -> Result<Value> {
     let response = client
         .post(url)
@@ -626,20 +705,56 @@ async fn request_json(client: &Client, url: &str, api_key: &str, payload: Value)
         )));
     }
 
-    serde_json::from_str(&body)
+    parse_json_body(&body)
-        .or_else(|_| {
+}
-            parse_provider_sse_body(&body).ok_or_else(|| {
+
-                serde_json::Error::io(std::io::Error::new(
+async fn request_multipart_json(
-                    std::io::ErrorKind::InvalidData,
+    client: &Client,
-                    "provider returned neither JSON nor SSE JSON payload",
+    url: &str,
-                ))
+    api_key: &str,
-            })
+    form: multipart::Form,
-        })
+) -> Result<Value> {
-        .map_err(|error| Error::BadRequest(format!("AI response parse failed: {error}")))
+    let response = client
+        .post(url)
+        .bearer_auth(api_key)
+        .header("Accept", "application/json")
+        .multipart(form)
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("AI request failed: {error}")))?;
+
+    let status = response.status();
+    let body = response
+        .text()
+        .await
+        .map_err(|error| Error::BadRequest(format!("AI response read failed: {error}")))?;
+
+    if !status.is_success() {
+        return Err(Error::BadRequest(format!(
+            "AI provider returned {status}: {body}"
+        )));
+    }
+
+    parse_json_body(&body)
 }
 
 fn provider_uses_responses(provider: &str) -> bool {
     provider.eq_ignore_ascii_case("newapi")
+        || provider.eq_ignore_ascii_case("openai")
+        || provider.eq_ignore_ascii_case("anthropic")
+        || provider.eq_ignore_ascii_case("gemini")
+}
+
+fn default_image_model_for_provider_name(provider: &str) -> &'static str {
+    if provider_uses_cloudflare(provider) {
+        DEFAULT_CLOUDFLARE_IMAGE_MODEL
+    } else {
+        DEFAULT_IMAGE_MODEL
+    }
+}
+
+pub fn default_image_model_for_provider(provider: &str) -> &'static str {
+    default_image_model_for_provider_name(provider)
 }
 
 async fn embed_texts_locally(inputs: Vec<String>, kind: EmbeddingKind) -> Result<Vec<Vec<f64>>> {
@@ -1015,6 +1130,66 @@ fn build_polish_markdown_prompt(markdown: &str) -> String {
     )
 }
 
+fn build_polish_review_prompt(
+    title: &str,
+    review_type: &str,
+    rating: i32,
+    review_date: Option<&str>,
+    status: &str,
+    tags: &[String],
+    description: &str,
+) -> String {
+    let review_date_text = review_date
+        .map(str::trim)
+        .filter(|value| !value.is_empty())
+        .unwrap_or("未填写");
+    let tag_text = if tags.is_empty() {
+        "无".to_string()
+    } else {
+        tags.join(" / ")
+    };
+
+    format!(
+        "请润色一段中文作品评测简介/点评文案。\n\
+要求：\n\
+1. 保留原文观点、倾向和结论，不要杜撰剧情、设定或体验细节。\n\
+2. 语言更凝练、更自然，适合放在评测页中展示。\n\
+3. 可以优化句式与节奏，但不要改写成标题、列表或营销文案。\n\
+4. 默认输出一到三段正文，总长度尽量控制在 80 到 220 字之间；如果原文本身更长，可适度保留信息密度。\n\
+5. 只返回润色后的简介正文，不要附加解释。\n\n\
+作品标题：{}\n\
+评测类型：{}\n\
+评分：{}/5\n\
+评测日期：{}\n\
+状态：{}\n\
+标签：{}\n\n\
+当前简介：\n{}",
+        title.trim(),
+        review_type.trim(),
+        rating,
+        review_date_text,
+        status.trim(),
+        tag_text,
+        description.trim(),
+    )
+}
+
+fn ensure_sentence_ending(text: &str) -> String {
+    let trimmed = text.trim();
+    if trimmed.is_empty() {
+        return String::new();
+    }
+
+    if matches!(
+        trimmed.chars().last(),
+        Some('。' | '！' | '？' | '.' | '!' | '?')
+    ) {
+        trimmed.to_string()
+    } else {
+        format!("{trimmed}。")
+    }
+}
+
 fn build_post_cover_prompt(
     title: &str,
     description: Option<&str>,
@@ -1063,12 +1238,40 @@ fn build_post_cover_prompt(
     )
 }
 
-fn build_image_generation_url(provider: &str, api_base: &str) -> String {
+fn build_image_generation_url(provider: &str, api_base: &str, image_model: &str) -> String {
     let normalized = normalize_provider_api_base(provider, api_base);
+
+    if provider_uses_cloudflare(provider) {
+        return build_endpoint(&normalized, &format!("/ai/run/{}", image_model.trim()));
+    }
+
     build_endpoint(&normalized, "/images/generations")
 }
 
 fn extract_image_generation_result(value: &Value) -> Option<String> {
+    if let Some(result) = value.get("result") {
+        if let Some(image) = result.get("image").and_then(Value::as_str) {
+            let trimmed = image.trim();
+            if !trimmed.is_empty() {
+                return Some(trimmed.to_string());
+            }
+        }
+
+        if let Some(url) = result.get("url").and_then(Value::as_str) {
+            let trimmed = url.trim();
+            if !trimmed.is_empty() {
+                return Some(trimmed.to_string());
+            }
+        }
+    }
+
+    if let Some(image) = value.get("image").and_then(Value::as_str) {
+        let trimmed = image.trim();
+        if !trimmed.is_empty() {
+            return Some(trimmed.to_string());
+        }
+    }
+
     let data = value.get("data").and_then(Value::as_array)?;
 
     for item in data {
@@ -1115,25 +1318,113 @@ fn generated_cover_directory() -> PathBuf {
         })
 }
 
-fn persist_generated_cover_image(slug_hint: &str, base64_data: &str) -> Result<String> {
+fn image_details_from_mime(content_type: &str) -> Option<(&'static str, &'static str)> {
+    match content_type
+        .trim()
+        .split(';')
+        .next()
+        .unwrap_or_default()
+        .trim()
+        .to_ascii_lowercase()
+        .as_str()
+    {
+        "image/png" => Some(("png", "image/png")),
+        "image/jpeg" | "image/jpg" => Some(("jpg", "image/jpeg")),
+        "image/webp" => Some(("webp", "image/webp")),
+        "image/gif" => Some(("gif", "image/gif")),
+        "image/svg+xml" => Some(("svg", "image/svg+xml")),
+        _ => None,
+    }
+}
+
+fn image_details_from_extension(extension: &str) -> Option<(&'static str, &'static str)> {
+    match extension
+        .trim()
+        .trim_start_matches('.')
+        .to_ascii_lowercase()
+        .as_str()
+    {
+        "png" => Some(("png", "image/png")),
+        "jpg" | "jpeg" => Some(("jpg", "image/jpeg")),
+        "webp" => Some(("webp", "image/webp")),
+        "gif" => Some(("gif", "image/gif")),
+        "svg" => Some(("svg", "image/svg+xml")),
+        _ => None,
+    }
+}
+
+fn image_details_from_url(url: &str) -> Option<(&'static str, &'static str)> {
+    let parsed = Url::parse(url).ok()?;
+    let path = parsed.path();
+    let extension = path.rsplit_once('.')?.1;
+    image_details_from_extension(extension)
+}
+
+fn decode_base64_image_payload(base64_data: &str) -> Result<(Vec<u8>, &'static str, &'static str)> {
+    let trimmed = base64_data.trim();
+    let (payload, extension, content_type) = if let Some(rest) = trimmed.strip_prefix("data:") {
+        let (metadata, encoded) = rest
+            .split_once(',')
+            .ok_or_else(|| Error::BadRequest("AI 封面图 data URL 格式不正确".to_string()))?;
+        let mime = metadata
+            .split(';')
+            .next()
+            .filter(|value| !value.trim().is_empty())
+            .unwrap_or("image/png");
+        let (extension, content_type) =
+            image_details_from_mime(mime).unwrap_or(("png", "image/png"));
+        (encoded, extension, content_type)
+    } else {
+        (trimmed, "png", "image/png")
+    };
+
+    let image_bytes = BASE64_STANDARD
+        .decode(payload)
+        .map_err(|error| Error::BadRequest(format!("解析 AI 封面图失败: {error}")))?;
+
+    Ok((image_bytes, extension, content_type))
+}
+
+async fn persist_generated_cover_image_bytes(
+    ctx: &AppContext,
+    slug_hint: &str,
+    image_bytes: Vec<u8>,
+    extension: &str,
+    content_type: &str,
+) -> Result<String> {
+    if storage::optional_r2_settings(ctx).await?.is_some() {
+        let key = storage::build_object_key("post-covers", slug_hint, extension);
+        let stored = storage::upload_bytes_to_r2(
+            ctx,
+            &key,
+            image_bytes,
+            Some(content_type),
+            Some("public, max-age=31536000, immutable"),
+        )
+        .await?;
+
+        return Ok(stored.url);
+    }
+
     let directory = generated_cover_directory();
     fs::create_dir_all(&directory)
         .map_err(|error| Error::BadRequest(format!("创建封面图目录失败: {error}")))?;
 
     let safe_slug = metadata_slugify(slug_hint);
     let file_name = format!(
-        "{}-{}.png",
+        "{}-{}.{}",
         if safe_slug.is_empty() {
             "cover".to_string()
         } else {
             safe_slug
         },
-        Uuid::new_v4().simple()
+        Uuid::new_v4().simple(),
+        extension
+            .trim()
+            .trim_start_matches('.')
+            .to_ascii_lowercase()
     );
     let file_path = directory.join(&file_name);
-    let image_bytes = BASE64_STANDARD
-        .decode(base64_data)
-        .map_err(|error| Error::BadRequest(format!("解析 AI 封面图失败: {error}")))?;
 
     fs::write(&file_path, image_bytes)
         .map_err(|error| Error::BadRequest(format!("写入 AI 封面图失败: {error}")))?;
@@ -1141,6 +1432,49 @@ fn persist_generated_cover_image(slug_hint: &str, base64_data: &str) -> Result<S
     Ok(format!("/generated-covers/{file_name}"))
 }
 
+async fn persist_generated_cover_image(
+    ctx: &AppContext,
+    slug_hint: &str,
+    image_result: &str,
+) -> Result<String> {
+    if image_result.starts_with("http://") || image_result.starts_with("https://") {
+        let client = Client::new();
+        let response = client
+            .get(image_result)
+            .send()
+            .await
+            .map_err(|error| Error::BadRequest(format!("下载 AI 封面图失败: {error}")))?
+            .error_for_status()
+            .map_err(|error| Error::BadRequest(format!("下载 AI 封面图失败: {error}")))?;
+        let content_type_header = response
+            .headers()
+            .get(CONTENT_TYPE)
+            .and_then(|value| value.to_str().ok())
+            .map(ToString::to_string);
+        let image_bytes = response
+            .bytes()
+            .await
+            .map_err(|error| Error::BadRequest(format!("读取 AI 封面图失败: {error}")))?;
+        let (extension, content_type) = content_type_header
+            .as_deref()
+            .and_then(image_details_from_mime)
+            .or_else(|| image_details_from_url(image_result))
+            .unwrap_or(("png", "image/png"));
+
+        return persist_generated_cover_image_bytes(
+            ctx,
+            slug_hint,
+            image_bytes.to_vec(),
+            extension,
+            content_type,
+        )
+        .await;
+    }
+
+    let (image_bytes, extension, content_type) = decode_base64_image_payload(image_result)?;
+    persist_generated_cover_image_bytes(ctx, slug_hint, image_bytes, extension, content_type).await
+}
+
 fn fallback_polished_markdown(markdown: &str) -> String {
     let metadata = fallback_generated_metadata(markdown);
     let body = strip_markdown_frontmatter(markdown)
@@ -1176,6 +1510,17 @@ tags:\n{}\n\
     )
 }
 
+fn fallback_polished_review_description(description: &str) -> String {
+    let normalized = normalize_newlines(description)
+        .lines()
+        .map(str::trim)
+        .filter(|line| !line.is_empty())
+        .collect::<Vec<_>>()
+        .join("\n\n");
+
+    ensure_sentence_ending(&normalized)
+}
+
 pub async fn generate_post_metadata(
     ctx: &AppContext,
     markdown: &str,
@@ -1303,6 +1648,85 @@ pub async fn polish_post_markdown(
     }
 }
 
+pub async fn polish_review_description(
+    ctx: &AppContext,
+    title: &str,
+    review_type: &str,
+    rating: i32,
+    review_date: Option<&str>,
+    status: &str,
+    tags: &[String],
+    description: &str,
+) -> Result<PolishedReviewDescription> {
+    let trimmed_description = description.trim();
+    if trimmed_description.is_empty() {
+        return Err(Error::BadRequest(
+            "请先填写点评内容，再进行润色。".to_string(),
+        ));
+    }
+
+    let settings = load_runtime_settings(ctx, false).await?;
+    let remote_result: Result<PolishedReviewDescription> = match (
+        settings.api_base.clone(),
+        settings.api_key.clone(),
+    ) {
+        (Some(api_base), Some(api_key)) => {
+            let request = AiProviderRequest {
+                provider: settings.provider.clone(),
+                api_base,
+                api_key,
+                chat_model: settings.chat_model.clone(),
+                system_prompt: "你是中文内容平台里的资深评测编辑。你只负责润色用户已有的作品点评文案，不要改写核心观点，不要虚构事实，不要输出额外解释。".to_string(),
+                prompt: build_polish_review_prompt(
+                    title,
+                    review_type,
+                    rating,
+                    review_date,
+                    status,
+                    tags,
+                    trimmed_description,
+                ),
+            };
+
+            let client = Client::new();
+            let response = request_json(
+                &client,
+                &build_provider_url(&request),
+                &request.api_key,
+                build_provider_payload(&request, false),
+            )
+            .await;
+
+            match response {
+                Ok(response) => {
+                    let polished_description =
+                        extract_provider_text(&response).ok_or_else(|| {
+                            Error::BadRequest("AI 润色响应里没有可读取内容。".to_string())
+                        })?;
+
+                    Ok(PolishedReviewDescription {
+                        polished_description: normalize_newlines(polished_description.trim()),
+                    })
+                }
+                Err(error) => Err(error),
+            }
+        }
+        _ => Err(Error::BadRequest(
+            "AI 服务未配置完整，已自动切换为本地智能润色。".to_string(),
+        )),
+    };
+
+    match remote_result {
+        Ok(result) => Ok(result),
+        Err(error) => {
+            tracing::warn!("AI review polish fallback: {error}");
+            Ok(PolishedReviewDescription {
+                polished_description: fallback_polished_review_description(trimmed_description),
+            })
+        }
+    }
+}
+
 pub async fn generate_post_cover_image(
     ctx: &AppContext,
     title: &str,
@@ -1323,14 +1747,14 @@ pub async fn generate_post_cover_image(
     }
 
     let settings = load_runtime_settings(ctx, false).await?;
-    let api_base = settings
+    let image_settings = settings.image.clone();
-        .api_base
+    let api_base = image_settings.api_base.clone().ok_or_else(|| {
-        .clone()
+        Error::BadRequest("图片 AI API Base 未配置，无法生成封面图。".to_string())
-        .ok_or_else(|| Error::BadRequest("AI API Base 未配置，无法生成封面图。".to_string()))?;
+    })?;
-    let api_key = settings
+    let api_key = image_settings
         .api_key
         .clone()
-        .ok_or_else(|| Error::BadRequest("AI API Key 未配置，无法生成封面图。".to_string()))?;
+        .ok_or_else(|| Error::BadRequest("图片 AI API Key 未配置，无法生成封面图。".to_string()))?;
     let prompt = build_post_cover_prompt(
         if trimmed_title.is_empty() {
             "未命名文章"
@@ -1343,33 +1767,22 @@ pub async fn generate_post_cover_image(
         post_type,
         trimmed_markdown,
     );
-    let payload = json!({
+    let image_model = image_settings.image_model.clone();
-        "model": DEFAULT_IMAGE_MODEL,
+    let response = request_image_generation(
-        "prompt": prompt,
+        &image_settings.provider,
-        "size": "1536x1024",
+        &api_base,
-        "quality": "high",
-        "output_format": "png"
-    });
-
-    let client = Client::new();
-    let response = request_json(
-        &client,
-        &build_image_generation_url(&settings.provider, &api_base),
         &api_key,
-        payload,
+        &image_model,
+        &prompt,
     )
     .await?;
     let image_result = extract_image_generation_result(&response)
         .ok_or_else(|| Error::BadRequest("AI 封面图响应里没有可读取图片。".to_string()))?;
-    let image_url = if image_result.starts_with("http://") || image_result.starts_with("https://") {
+    let slug_hint = slug
-        image_result
+        .map(str::trim)
-    } else {
+        .filter(|value| !value.is_empty())
-        let slug_hint = slug
+        .unwrap_or(trimmed_title);
-            .map(str::trim)
+    let image_url = persist_generated_cover_image(ctx, slug_hint, &image_result).await?;
-            .filter(|value| !value.is_empty())
-            .unwrap_or(trimmed_title);
-        persist_generated_cover_image(slug_hint, &image_result)?
-    };
 
     Ok(GeneratedPostCoverImage { image_url, prompt })
 }
@@ -1389,6 +1802,12 @@ fn extract_response_output(value: &Value) -> Option<String> {
         }
     }
 
+    if let Some(result) = value.get("result") {
+        if let Some(text) = extract_response_output(result) {
+            return Some(text);
+        }
+    }
+
     if let Some(response) = value.get("response") {
         if let Some(text) = extract_response_output(response) {
             return Some(text);
@@ -1590,7 +2009,16 @@ fn build_sources(matches: &[ScoredChunk]) -> Vec<AiSource> {
 }
 
 pub(crate) fn build_provider_payload(request: &AiProviderRequest, stream: bool) -> Value {
-    if provider_uses_responses(&request.provider) {
+    if provider_uses_cloudflare(&request.provider) {
+        json!({
+            "prompt": format!(
+                "系统指令：{}
+
+用户请求：{}",
+                request.system_prompt, request.prompt,
+            )
+        })
+    } else if provider_uses_responses(&request.provider) {
         json!({
             "model": request.chat_model,
             "input": [
@@ -1640,13 +2068,15 @@ pub(crate) fn build_provider_payload(request: &AiProviderRequest, stream: bool)
 
 pub(crate) fn build_provider_url(request: &AiProviderRequest) -> String {
     let api_base = normalize_provider_api_base(&request.provider, &request.api_base);
-    let path = if provider_uses_responses(&request.provider) {
+    let path = if provider_uses_cloudflare(&request.provider) {
-        "/responses"
+        format!("/ai/run/{}", request.chat_model.trim())
+    } else if provider_uses_responses(&request.provider) {
+        "/responses".to_string()
     } else {
-        "/chat/completions"
+        "/chat/completions".to_string()
     };
 
-    build_endpoint(&api_base, path)
+    build_endpoint(&api_base, &path)
 }
 
 #[cfg(test)]
@@ -1701,6 +2131,25 @@ mod tests {
         );
     }
 
+    #[test]
+    fn normalize_provider_api_base_supports_cloudflare_account_id() {
+        assert_eq!(
+            normalize_provider_api_base("cloudflare", "test-account-id"),
+            "https://api.cloudflare.com/client/v4/accounts/test-account-id"
+        );
+    }
+
+    #[test]
+    fn build_provider_url_uses_cloudflare_run_endpoint() {
+        let mut request = build_request("cloudflare", "test-account-id");
+        request.chat_model = "@cf/meta/llama-3.1-8b-instruct".to_string();
+
+        assert_eq!(
+            build_provider_url(&request),
+            "https://api.cloudflare.com/client/v4/accounts/test-account-id/ai/run/@cf/meta/llama-3.1-8b-instruct"
+        );
+    }
+
     #[test]
     fn profile_question_detects_owner_keywords() {
         assert!(is_profile_question("站长的技术栈和个人介绍是什么？"));
@@ -1780,6 +2229,59 @@ async fn request_chat_answer(request: &AiProviderRequest) -> Result<String> {
     })
 }
 
+async fn request_image_generation(
+    provider: &str,
+    api_base: &str,
+    api_key: &str,
+    image_model: &str,
+    prompt: &str,
+) -> Result<Value> {
+    let client = Client::new();
+
+    if provider_uses_cloudflare(provider) {
+        if image_model.eq_ignore_ascii_case(DEFAULT_CLOUDFLARE_IMAGE_MODEL) {
+            let form = multipart::Form::new()
+                .text("prompt", prompt.to_string())
+                .text("width", "1024")
+                .text("height", "576")
+                .text("steps", "16");
+
+            return request_multipart_json(
+                &client,
+                &build_image_generation_url(provider, api_base, image_model),
+                api_key,
+                form,
+            )
+            .await;
+        }
+
+        return request_json(
+            &client,
+            &build_image_generation_url(provider, api_base, image_model),
+            api_key,
+            json!({
+                "prompt": prompt,
+                "steps": 4
+            }),
+        )
+        .await;
+    }
+
+    request_json(
+        &client,
+        &build_image_generation_url(provider, api_base, image_model),
+        api_key,
+        json!({
+            "model": image_model,
+            "prompt": prompt,
+            "size": "1536x1024",
+            "quality": "high",
+            "output_format": "png"
+        }),
+    )
+    .await
+}
+
 pub async fn test_provider_connectivity(
     provider: &str,
     api_base: &str,
@@ -1814,6 +2316,59 @@ pub async fn test_provider_connectivity(
     })
 }
 
+pub async fn test_image_provider_connectivity(
+    provider: &str,
+    api_base: &str,
+    api_key: &str,
+    image_model: &str,
+) -> Result<AiImageProviderConnectivityResult> {
+    let provider = trim_to_option(Some(provider.to_string()))
+        .unwrap_or_else(|| DEFAULT_AI_PROVIDER.to_string());
+    let api_base = trim_to_option(Some(api_base.to_string()))
+        .ok_or_else(|| Error::BadRequest("请先填写图片 API 地址".to_string()))?;
+    let api_key = trim_to_option(Some(api_key.to_string()))
+        .ok_or_else(|| Error::BadRequest("请先填写图片 API 密钥".to_string()))?;
+    let image_model = trim_to_option(Some(image_model.to_string()))
+        .ok_or_else(|| Error::BadRequest("请先填写图片模型".to_string()))?;
+
+    let prompt = "Minimal abstract technology cover art, blue gradient, no text, no watermark";
+    let response = if provider_uses_cloudflare(&provider)
+        && image_model.eq_ignore_ascii_case(DEFAULT_CLOUDFLARE_IMAGE_MODEL)
+    {
+        let client = Client::new();
+        let form = multipart::Form::new()
+            .text("prompt", prompt.to_string())
+            .text("width", "512")
+            .text("height", "288")
+            .text("steps", "4");
+
+        request_multipart_json(
+            &client,
+            &build_image_generation_url(&provider, &api_base, &image_model),
+            &api_key,
+            form,
+        )
+        .await?
+    } else {
+        request_image_generation(&provider, &api_base, &api_key, &image_model, prompt).await?
+    };
+    let image_result = extract_image_generation_result(&response)
+        .ok_or_else(|| Error::BadRequest("图片接口响应里没有可读取的图片结果".to_string()))?;
+    let result_preview =
+        if image_result.starts_with("http://") || image_result.starts_with("https://") {
+            image_result
+        } else {
+            format!("base64 image ok ({} chars)", image_result.len())
+        };
+
+    Ok(AiImageProviderConnectivityResult {
+        provider: provider.clone(),
+        endpoint: build_image_generation_url(&provider, &api_base, &image_model),
+        image_model,
+        result_preview,
+    })
+}
+
 pub(crate) async fn prepare_answer(ctx: &AppContext, question: &str) -> Result<PreparedAiAnswer> {
     let trimmed_question = question.trim();
     if trimmed_question.is_empty() {
@@ -1907,12 +2462,72 @@ async fn load_runtime_settings(
         return Err(Error::NotFound);
     }
 
+    let active_provider =
+        site_settings_controller::active_ai_provider_id(&raw).and_then(|active_id| {
+            site_settings_controller::ai_provider_configs(&raw)
+                .into_iter()
+                .find(|item| item.id == active_id)
+        });
+    let provider = active_provider
+        .as_ref()
+        .map(|item| provider_name(Some(item.provider.as_str())))
+        .unwrap_or_else(|| provider_name(raw.ai_provider.as_deref()));
+    let api_base = active_provider
+        .as_ref()
+        .and_then(|item| trim_to_option(item.api_base.clone()))
+        .or_else(|| trim_to_option(raw.ai_api_base.clone()));
+    let api_key = active_provider
+        .as_ref()
+        .and_then(|item| trim_to_option(item.api_key.clone()))
+        .or_else(|| trim_to_option(raw.ai_api_key.clone()));
+    let chat_model = active_provider
+        .as_ref()
+        .and_then(|item| trim_to_option(item.chat_model.clone()))
+        .unwrap_or_else(|| {
+            if provider_uses_cloudflare(&provider) {
+                DEFAULT_CLOUDFLARE_CHAT_MODEL.to_string()
+            } else {
+                DEFAULT_CHAT_MODEL.to_string()
+            }
+        });
+    let legacy_image_model = active_provider
+        .as_ref()
+        .and_then(|item| trim_to_option(item.image_model.clone()))
+        .unwrap_or_else(|| default_image_model_for_provider_name(&provider).to_string());
+    let image_provider = trim_to_option(raw.ai_image_provider.clone());
+    let image_api_base = trim_to_option(raw.ai_image_api_base.clone());
+    let image_api_key = trim_to_option(raw.ai_image_api_key.clone());
+    let image_model = trim_to_option(raw.ai_image_model.clone());
+    let has_dedicated_image_settings = image_provider.is_some()
+        || image_api_base.is_some()
+        || image_api_key.is_some()
+        || image_model.is_some();
+    let image = if has_dedicated_image_settings {
+        let provider = image_provider.unwrap_or_else(|| provider.clone());
+        let image_model = image_model
+            .unwrap_or_else(|| default_image_model_for_provider_name(&provider).to_string());
+
+        AiImageRuntimeSettings {
+            provider,
+            api_base: image_api_base,
+            api_key: image_api_key,
+            image_model,
+        }
+    } else {
+        AiImageRuntimeSettings {
+            provider: provider.clone(),
+            api_base: api_base.clone(),
+            api_key: api_key.clone(),
+            image_model: legacy_image_model,
+        }
+    };
+
     Ok(AiRuntimeSettings {
-        provider: provider_name(raw.ai_provider.as_deref()),
+        provider,
-        api_base: trim_to_option(raw.ai_api_base.clone()),
+        api_base,
-        api_key: trim_to_option(raw.ai_api_key.clone()),
+        api_key,
-        chat_model: trim_to_option(raw.ai_chat_model.clone())
+        chat_model,
-            .unwrap_or_else(|| DEFAULT_CHAT_MODEL.to_string()),
+        image,
         system_prompt: trim_to_option(raw.ai_system_prompt.clone())
             .unwrap_or_else(|| DEFAULT_SYSTEM_PROMPT.to_string()),
         top_k: raw

backend/src/services/analytics.rs

@@ -0,0 +1,441 @@
+use std::collections::{BTreeMap, HashMap};
+
+use axum::http::HeaderMap;
+use chrono::{DateTime, Duration, NaiveDate, Utc};
+use loco_rs::prelude::*;
+use sea_orm::{
+    ActiveModelTrait, ColumnTrait, EntityTrait, PaginatorTrait, QueryFilter, QueryOrder,
+    QuerySelect, Set,
+};
+use serde::Serialize;
+
+use crate::models::_entities::query_events;
+
+const EVENT_TYPE_SEARCH: &str = "search";
+const EVENT_TYPE_AI_QUESTION: &str = "ai_question";
+
+#[derive(Clone, Debug, Default)]
+pub struct QueryEventRequestContext {
+    pub request_path: Option<String>,
+    pub referrer: Option<String>,
+    pub user_agent: Option<String>,
+}
+
+#[derive(Clone, Debug)]
+pub struct QueryEventDraft {
+    pub event_type: String,
+    pub query_text: String,
+    pub request_context: QueryEventRequestContext,
+    pub result_count: Option<i32>,
+    pub success: Option<bool>,
+    pub response_mode: Option<String>,
+    pub provider: Option<String>,
+    pub chat_model: Option<String>,
+    pub latency_ms: Option<i32>,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AnalyticsOverview {
+    pub total_searches: u64,
+    pub total_ai_questions: u64,
+    pub searches_last_24h: u64,
+    pub ai_questions_last_24h: u64,
+    pub searches_last_7d: u64,
+    pub ai_questions_last_7d: u64,
+    pub unique_search_terms_last_7d: usize,
+    pub unique_ai_questions_last_7d: usize,
+    pub avg_search_results_last_7d: f64,
+    pub avg_ai_latency_ms_last_7d: Option<f64>,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AnalyticsTopQuery {
+    pub query: String,
+    pub count: u64,
+    pub last_seen_at: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AnalyticsRecentEvent {
+    pub id: i32,
+    pub event_type: String,
+    pub query: String,
+    pub result_count: Option<i32>,
+    pub success: Option<bool>,
+    pub response_mode: Option<String>,
+    pub provider: Option<String>,
+    pub chat_model: Option<String>,
+    pub latency_ms: Option<i32>,
+    pub created_at: String,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AnalyticsProviderBucket {
+    pub provider: String,
+    pub count: u64,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AnalyticsDailyBucket {
+    pub date: String,
+    pub searches: u64,
+    pub ai_questions: u64,
+}
+
+#[derive(Clone, Debug, Serialize)]
+pub struct AdminAnalyticsResponse {
+    pub overview: AnalyticsOverview,
+    pub top_search_terms: Vec<AnalyticsTopQuery>,
+    pub top_ai_questions: Vec<AnalyticsTopQuery>,
+    pub recent_events: Vec<AnalyticsRecentEvent>,
+    pub providers_last_7d: Vec<AnalyticsProviderBucket>,
+    pub daily_activity: Vec<AnalyticsDailyBucket>,
+}
+
+#[derive(Clone, Debug)]
+struct QueryAggregate {
+    query: String,
+    count: u64,
+    last_seen_at: DateTime<Utc>,
+}
+
+fn trim_to_option(value: Option<String>) -> Option<String> {
+    value.and_then(|item| {
+        let trimmed = item.trim().to_string();
+        if trimmed.is_empty() {
+            None
+        } else {
+            Some(trimmed)
+        }
+    })
+}
+
+fn normalize_query(value: &str) -> String {
+    value
+        .split_whitespace()
+        .collect::<Vec<_>>()
+        .join(" ")
+        .to_lowercase()
+}
+
+fn format_timestamp(value: DateTime<Utc>) -> String {
+    value.format("%Y-%m-%d %H:%M").to_string()
+}
+
+fn header_value(headers: &HeaderMap, key: &str) -> Option<String> {
+    headers
+        .get(key)
+        .and_then(|value| value.to_str().ok())
+        .map(ToString::to_string)
+        .and_then(|value| trim_to_option(Some(value)))
+}
+
+fn clamp_latency(latency_ms: i64) -> i32 {
+    latency_ms.clamp(0, i64::from(i32::MAX)) as i32
+}
+
+fn build_query_aggregates(
+    events: &[query_events::Model],
+    wanted_type: &str,
+) -> Vec<QueryAggregate> {
+    let mut grouped: HashMap<String, QueryAggregate> = HashMap::new();
+
+    for event in events
+        .iter()
+        .filter(|event| event.event_type == wanted_type)
+    {
+        let entry = grouped
+            .entry(event.normalized_query.clone())
+            .or_insert_with(|| QueryAggregate {
+                query: event.query_text.clone(),
+                count: 0,
+                last_seen_at: event.created_at.into(),
+            });
+
+        entry.count += 1;
+
+        let created_at = DateTime::<Utc>::from(event.created_at);
+        if created_at >= entry.last_seen_at {
+            entry.query = event.query_text.clone();
+            entry.last_seen_at = created_at;
+        }
+    }
+
+    let mut items = grouped.into_values().collect::<Vec<_>>();
+    items.sort_by(|left, right| {
+        right
+            .count
+            .cmp(&left.count)
+            .then_with(|| right.last_seen_at.cmp(&left.last_seen_at))
+    });
+    items
+}
+
+fn aggregate_queries(
+    events: &[query_events::Model],
+    wanted_type: &str,
+    limit: usize,
+) -> (usize, Vec<AnalyticsTopQuery>) {
+    let aggregates = build_query_aggregates(events, wanted_type);
+    let total_unique = aggregates.len();
+    let items = aggregates
+        .into_iter()
+        .take(limit)
+        .map(|item| AnalyticsTopQuery {
+            query: item.query,
+            count: item.count,
+            last_seen_at: format_timestamp(item.last_seen_at),
+        })
+        .collect::<Vec<_>>();
+
+    (total_unique, items)
+}
+
+pub fn request_context_from_headers(path: &str, headers: &HeaderMap) -> QueryEventRequestContext {
+    QueryEventRequestContext {
+        request_path: trim_to_option(Some(path.to_string())),
+        referrer: header_value(headers, "referer"),
+        user_agent: header_value(headers, "user-agent"),
+    }
+}
+
+pub async fn record_event(ctx: &AppContext, draft: QueryEventDraft) {
+    let query_text = draft.query_text.trim().to_string();
+    if query_text.is_empty() {
+        return;
+    }
+
+    let active_model = query_events::ActiveModel {
+        event_type: Set(draft.event_type),
+        query_text: Set(query_text.clone()),
+        normalized_query: Set(normalize_query(&query_text)),
+        request_path: Set(trim_to_option(draft.request_context.request_path)),
+        referrer: Set(trim_to_option(draft.request_context.referrer)),
+        user_agent: Set(trim_to_option(draft.request_context.user_agent)),
+        result_count: Set(draft.result_count),
+        success: Set(draft.success),
+        response_mode: Set(trim_to_option(draft.response_mode)),
+        provider: Set(trim_to_option(draft.provider)),
+        chat_model: Set(trim_to_option(draft.chat_model)),
+        latency_ms: Set(draft.latency_ms.map(|value| value.max(0))),
+        ..Default::default()
+    };
+
+    if let Err(error) = active_model.insert(&ctx.db).await {
+        tracing::warn!("failed to record query analytics event: {error}");
+    }
+}
+
+pub async fn record_search_event(
+    ctx: &AppContext,
+    query_text: &str,
+    result_count: usize,
+    headers: &HeaderMap,
+    latency_ms: i64,
+) {
+    record_event(
+        ctx,
+        QueryEventDraft {
+            event_type: EVENT_TYPE_SEARCH.to_string(),
+            query_text: query_text.to_string(),
+            request_context: request_context_from_headers("/api/search", headers),
+            result_count: Some(result_count.min(i32::MAX as usize) as i32),
+            success: Some(true),
+            response_mode: None,
+            provider: None,
+            chat_model: None,
+            latency_ms: Some(clamp_latency(latency_ms)),
+        },
+    )
+    .await;
+}
+
+pub async fn record_ai_question_event(
+    ctx: &AppContext,
+    question: &str,
+    headers: &HeaderMap,
+    success: bool,
+    response_mode: &str,
+    provider: Option<String>,
+    chat_model: Option<String>,
+    result_count: Option<usize>,
+    latency_ms: i64,
+) {
+    record_event(
+        ctx,
+        QueryEventDraft {
+            event_type: EVENT_TYPE_AI_QUESTION.to_string(),
+            query_text: question.to_string(),
+            request_context: request_context_from_headers(
+                if response_mode == "stream" {
+                    "/api/ai/ask/stream"
+                } else {
+                    "/api/ai/ask"
+                },
+                headers,
+            ),
+            result_count: result_count.map(|value| value.min(i32::MAX as usize) as i32),
+            success: Some(success),
+            response_mode: Some(response_mode.to_string()),
+            provider,
+            chat_model,
+            latency_ms: Some(clamp_latency(latency_ms)),
+        },
+    )
+    .await;
+}
+
+pub async fn build_admin_analytics(ctx: &AppContext) -> Result<AdminAnalyticsResponse> {
+    let now = Utc::now();
+    let since_24h = now - Duration::hours(24);
+    let since_7d = now - Duration::days(7);
+
+    let total_searches = query_events::Entity::find()
+        .filter(query_events::Column::EventType.eq(EVENT_TYPE_SEARCH))
+        .count(&ctx.db)
+        .await?;
+    let total_ai_questions = query_events::Entity::find()
+        .filter(query_events::Column::EventType.eq(EVENT_TYPE_AI_QUESTION))
+        .count(&ctx.db)
+        .await?;
+
+    let searches_last_24h = query_events::Entity::find()
+        .filter(query_events::Column::EventType.eq(EVENT_TYPE_SEARCH))
+        .filter(query_events::Column::CreatedAt.gte(since_24h))
+        .count(&ctx.db)
+        .await?;
+    let ai_questions_last_24h = query_events::Entity::find()
+        .filter(query_events::Column::EventType.eq(EVENT_TYPE_AI_QUESTION))
+        .filter(query_events::Column::CreatedAt.gte(since_24h))
+        .count(&ctx.db)
+        .await?;
+
+    let last_7d_events = query_events::Entity::find()
+        .filter(query_events::Column::CreatedAt.gte(since_7d))
+        .order_by_desc(query_events::Column::CreatedAt)
+        .all(&ctx.db)
+        .await?;
+
+    let searches_last_7d = last_7d_events
+        .iter()
+        .filter(|event| event.event_type == EVENT_TYPE_SEARCH)
+        .count() as u64;
+    let ai_questions_last_7d = last_7d_events
+        .iter()
+        .filter(|event| event.event_type == EVENT_TYPE_AI_QUESTION)
+        .count() as u64;
+
+    let (unique_search_terms_last_7d, top_search_terms) =
+        aggregate_queries(&last_7d_events, EVENT_TYPE_SEARCH, 8);
+    let (unique_ai_questions_last_7d, top_ai_questions) =
+        aggregate_queries(&last_7d_events, EVENT_TYPE_AI_QUESTION, 8);
+
+    let mut provider_breakdown: HashMap<String, u64> = HashMap::new();
+    let mut daily_map: BTreeMap<NaiveDate, (u64, u64)> = BTreeMap::new();
+    let mut total_search_results = 0.0_f64;
+    let mut counted_search_results = 0_u64;
+    let mut total_ai_latency = 0.0_f64;
+    let mut counted_ai_latency = 0_u64;
+
+    for offset in 0..7 {
+        let date = (now - Duration::days(offset)).date_naive();
+        daily_map.entry(date).or_insert((0, 0));
+    }
+
+    for event in &last_7d_events {
+        let day = DateTime::<Utc>::from(event.created_at).date_naive();
+        let entry = daily_map.entry(day).or_insert((0, 0));
+
+        if event.event_type == EVENT_TYPE_SEARCH {
+            entry.0 += 1;
+            if let Some(result_count) = event.result_count {
+                total_search_results += f64::from(result_count.max(0));
+                counted_search_results += 1;
+            }
+            continue;
+        }
+
+        if event.event_type == EVENT_TYPE_AI_QUESTION {
+            entry.1 += 1;
+
+            let provider = event
+                .provider
+                .clone()
+                .filter(|value| !value.trim().is_empty())
+                .unwrap_or_else(|| "local-or-unspecified".to_string());
+            *provider_breakdown.entry(provider).or_insert(0) += 1;
+
+            if let Some(latency_ms) = event.latency_ms {
+                total_ai_latency += f64::from(latency_ms.max(0));
+                counted_ai_latency += 1;
+            }
+        }
+    }
+
+    let mut providers_last_7d = provider_breakdown
+        .into_iter()
+        .map(|(provider, count)| AnalyticsProviderBucket { provider, count })
+        .collect::<Vec<_>>();
+    providers_last_7d.sort_by(|left, right| {
+        right
+            .count
+            .cmp(&left.count)
+            .then_with(|| left.provider.cmp(&right.provider))
+    });
+    providers_last_7d.truncate(6);
+
+    let mut daily_activity = daily_map
+        .into_iter()
+        .map(|(date, (searches, ai_questions))| AnalyticsDailyBucket {
+            date: date.format("%Y-%m-%d").to_string(),
+            searches,
+            ai_questions,
+        })
+        .collect::<Vec<_>>();
+    daily_activity.sort_by(|left, right| left.date.cmp(&right.date));
+
+    let recent_events = query_events::Entity::find()
+        .order_by_desc(query_events::Column::CreatedAt)
+        .limit(24)
+        .all(&ctx.db)
+        .await?
+        .into_iter()
+        .map(|event| AnalyticsRecentEvent {
+            id: event.id,
+            event_type: event.event_type,
+            query: event.query_text,
+            result_count: event.result_count,
+            success: event.success,
+            response_mode: event.response_mode,
+            provider: event.provider,
+            chat_model: event.chat_model,
+            latency_ms: event.latency_ms,
+            created_at: format_timestamp(event.created_at.into()),
+        })
+        .collect::<Vec<_>>();
+
+    Ok(AdminAnalyticsResponse {
+        overview: AnalyticsOverview {
+            total_searches,
+            total_ai_questions,
+            searches_last_24h,
+            ai_questions_last_24h,
+            searches_last_7d,
+            ai_questions_last_7d,
+            unique_search_terms_last_7d,
+            unique_ai_questions_last_7d,
+            avg_search_results_last_7d: if counted_search_results > 0 {
+                total_search_results / counted_search_results as f64
+            } else {
+                0.0
+            },
+            avg_ai_latency_ms_last_7d: (counted_ai_latency > 0)
+                .then(|| total_ai_latency / counted_ai_latency as f64),
+        },
+        top_search_terms,
+        top_ai_questions,
+        recent_events,
+        providers_last_7d,
+        daily_activity,
+    })
+}

backend/src/services/mod.rs

@@ -1,2 +1,4 @@
 pub mod ai;
+pub mod analytics;
 pub mod content;
+pub mod storage;

backend/src/services/storage.rs

@@ -0,0 +1,513 @@
+use aws_config::BehaviorVersion;
+use aws_sdk_s3::{config::Credentials, primitives::ByteStream, Client};
+use loco_rs::prelude::*;
+use sea_orm::{EntityTrait, QueryOrder};
+use std::path::{Path, PathBuf};
+use uuid::Uuid;
+
+use crate::models::_entities::site_settings;
+
+const ENV_MEDIA_PROVIDER: &str = "TERMI_MEDIA_PROVIDER";
+const ENV_MEDIA_ENDPOINT: &str = "TERMI_MEDIA_ENDPOINT";
+const ENV_MEDIA_BUCKET: &str = "TERMI_MEDIA_BUCKET";
+const ENV_MEDIA_PUBLIC_BASE_URL: &str = "TERMI_MEDIA_PUBLIC_BASE_URL";
+const ENV_MEDIA_ACCESS_KEY_ID: &str = "TERMI_MEDIA_ACCESS_KEY_ID";
+const ENV_MEDIA_SECRET_ACCESS_KEY: &str = "TERMI_MEDIA_SECRET_ACCESS_KEY";
+
+const ENV_R2_ACCOUNT_ID: &str = "TERMI_R2_ACCOUNT_ID";
+const ENV_R2_BUCKET: &str = "TERMI_R2_BUCKET";
+const ENV_R2_PUBLIC_BASE_URL: &str = "TERMI_R2_PUBLIC_BASE_URL";
+const ENV_R2_ACCESS_KEY_ID: &str = "TERMI_R2_ACCESS_KEY_ID";
+const ENV_R2_SECRET_ACCESS_KEY: &str = "TERMI_R2_SECRET_ACCESS_KEY";
+
+#[derive(Clone, Debug, PartialEq, Eq)]
+pub enum MediaStorageProvider {
+    R2,
+    Minio,
+}
+
+#[derive(Clone, Debug)]
+pub struct MediaStorageSettings {
+    pub provider: MediaStorageProvider,
+    pub provider_name: String,
+    pub endpoint: String,
+    pub bucket: String,
+    pub public_base_url: String,
+    pub access_key_id: String,
+    pub secret_access_key: String,
+    pub region: String,
+    pub force_path_style: bool,
+}
+
+#[derive(Clone, Debug)]
+pub struct StoredObject {
+    pub key: String,
+    pub url: String,
+}
+
+#[derive(Clone, Debug)]
+pub struct StoredObjectSummary {
+    pub key: String,
+    pub url: String,
+    pub size_bytes: i64,
+    pub last_modified: Option<String>,
+}
+
+fn trim_to_option(value: Option<String>) -> Option<String> {
+    value.and_then(|item| {
+        let trimmed = item.trim().to_string();
+        if trimmed.is_empty() {
+            None
+        } else {
+            Some(trimmed)
+        }
+    })
+}
+
+fn env_value(name: &str) -> Option<String> {
+    std::env::var(name)
+        .ok()
+        .and_then(|value| trim_to_option(Some(value)))
+}
+
+fn slugify_segment(value: &str) -> String {
+    let mut output = String::new();
+    let mut previous_dash = false;
+
+    for ch in value.chars() {
+        if ch.is_ascii_alphanumeric() {
+            output.push(ch.to_ascii_lowercase());
+            previous_dash = false;
+        } else if !previous_dash {
+            output.push('-');
+            previous_dash = true;
+        }
+    }
+
+    output.trim_matches('-').to_string()
+}
+
+fn normalize_public_base_url(value: String) -> String {
+    value.trim().trim_end_matches('/').to_string()
+}
+
+fn normalize_provider(value: Option<String>) -> MediaStorageProvider {
+    match value
+        .as_deref()
+        .map(str::trim)
+        .unwrap_or_default()
+        .to_ascii_lowercase()
+        .as_str()
+    {
+        "minio" => MediaStorageProvider::Minio,
+        _ => MediaStorageProvider::R2,
+    }
+}
+
+async fn load_settings_row(ctx: &AppContext) -> Result<Option<site_settings::Model>> {
+    site_settings::Entity::find()
+        .order_by_asc(site_settings::Column::Id)
+        .one(&ctx.db)
+        .await
+        .map_err(Into::into)
+}
+
+fn build_r2_endpoint(account_id: &str) -> String {
+    let trimmed = account_id.trim().trim_end_matches('/');
+    if trimmed.starts_with("http://") || trimmed.starts_with("https://") {
+        trimmed.to_string()
+    } else {
+        format!("https://{trimmed}.r2.cloudflarestorage.com")
+    }
+}
+
+fn default_public_base_url_for_minio(endpoint: &str, bucket: &str) -> String {
+    format!(
+        "{}/{}",
+        endpoint.trim().trim_end_matches('/'),
+        bucket.trim().trim_start_matches('/')
+    )
+}
+
+pub fn generated_cover_directory() -> PathBuf {
+    let current_dir = std::env::current_dir().unwrap_or_else(|_| PathBuf::from("."));
+    let candidates = [
+        current_dir
+            .join("frontend")
+            .join("public")
+            .join("generated-covers"),
+        current_dir
+            .join("..")
+            .join("frontend")
+            .join("public")
+            .join("generated-covers"),
+    ];
+
+    candidates
+        .into_iter()
+        .find(|path| path.parent().map(|parent| parent.exists()).unwrap_or(false))
+        .unwrap_or_else(|| {
+            PathBuf::from("..")
+                .join("frontend")
+                .join("public")
+                .join("generated-covers")
+        })
+}
+
+pub fn file_extension_for_path(path: &Path) -> &str {
+    path.extension()
+        .and_then(|ext| ext.to_str())
+        .map(str::trim)
+        .filter(|ext| !ext.is_empty())
+        .unwrap_or("png")
+}
+
+pub async fn optional_r2_settings(ctx: &AppContext) -> Result<Option<MediaStorageSettings>> {
+    let row = load_settings_row(ctx).await?;
+
+    let provider_raw = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_storage_provider.clone()))
+        .or_else(|| env_value(ENV_MEDIA_PROVIDER));
+    let provider = normalize_provider(provider_raw.clone());
+
+    let endpoint_or_account = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_r2_account_id.clone()))
+        .or_else(|| env_value(ENV_MEDIA_ENDPOINT))
+        .or_else(|| env_value(ENV_R2_ACCOUNT_ID));
+    let bucket = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_r2_bucket.clone()))
+        .or_else(|| env_value(ENV_MEDIA_BUCKET))
+        .or_else(|| env_value(ENV_R2_BUCKET));
+    let access_key_id = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_r2_access_key_id.clone()))
+        .or_else(|| env_value(ENV_MEDIA_ACCESS_KEY_ID))
+        .or_else(|| env_value(ENV_R2_ACCESS_KEY_ID));
+    let secret_access_key = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_r2_secret_access_key.clone()))
+        .or_else(|| env_value(ENV_MEDIA_SECRET_ACCESS_KEY))
+        .or_else(|| env_value(ENV_R2_SECRET_ACCESS_KEY));
+
+    let public_base_url = row
+        .as_ref()
+        .and_then(|item| trim_to_option(item.media_r2_public_base_url.clone()))
+        .or_else(|| env_value(ENV_MEDIA_PUBLIC_BASE_URL))
+        .or_else(|| env_value(ENV_R2_PUBLIC_BASE_URL))
+        .or_else(
+            || match (&provider, endpoint_or_account.as_deref(), bucket.as_deref()) {
+                (MediaStorageProvider::Minio, Some(endpoint), Some(bucket)) => {
+                    Some(default_public_base_url_for_minio(endpoint, bucket))
+                }
+                _ => None,
+            },
+        );
+
+    let has_any = endpoint_or_account.is_some()
+        || bucket.is_some()
+        || public_base_url.is_some()
+        || access_key_id.is_some()
+        || secret_access_key.is_some()
+        || provider_raw.is_some();
+
+    if !has_any {
+        return Ok(None);
+    }
+
+    let missing = [
+        (
+            match provider {
+                MediaStorageProvider::Minio => "Endpoint",
+                MediaStorageProvider::R2 => "Account ID",
+            },
+            endpoint_or_account.is_some(),
+        ),
+        ("Bucket", bucket.is_some()),
+        ("Public Base URL", public_base_url.is_some()),
+        ("Access Key ID", access_key_id.is_some()),
+        ("Secret Access Key", secret_access_key.is_some()),
+    ]
+    .into_iter()
+    .filter_map(|(label, present)| (!present).then_some(label))
+    .collect::<Vec<_>>();
+
+    if !missing.is_empty() {
+        return Err(Error::BadRequest(format!(
+            "对象存储配置不完整，请补齐：{}",
+            missing.join(" / ")
+        )));
+    }
+
+    let endpoint = match provider {
+        MediaStorageProvider::R2 => {
+            build_r2_endpoint(&endpoint_or_account.clone().unwrap_or_default())
+        }
+        MediaStorageProvider::Minio => endpoint_or_account.clone().unwrap_or_default(),
+    };
+
+    Ok(Some(MediaStorageSettings {
+        provider: provider.clone(),
+        provider_name: match provider {
+            MediaStorageProvider::R2 => "r2".to_string(),
+            MediaStorageProvider::Minio => "minio".to_string(),
+        },
+        endpoint,
+        bucket: bucket.unwrap_or_default(),
+        public_base_url: normalize_public_base_url(public_base_url.unwrap_or_default()),
+        access_key_id: access_key_id.unwrap_or_default(),
+        secret_access_key: secret_access_key.unwrap_or_default(),
+        region: match provider {
+            MediaStorageProvider::R2 => "auto".to_string(),
+            MediaStorageProvider::Minio => "us-east-1".to_string(),
+        },
+        force_path_style: provider == MediaStorageProvider::Minio,
+    }))
+}
+
+pub async fn require_r2_settings(ctx: &AppContext) -> Result<MediaStorageSettings> {
+    optional_r2_settings(ctx)
+        .await?
+        .ok_or_else(|| Error::BadRequest("请先在后台配置媒体对象存储".to_string()))
+}
+
+async fn r2_client(settings: &MediaStorageSettings) -> Client {
+    let shared_config = aws_config::defaults(BehaviorVersion::latest())
+        .endpoint_url(settings.endpoint.clone())
+        .credentials_provider(Credentials::new(
+            settings.access_key_id.clone(),
+            settings.secret_access_key.clone(),
+            None,
+            None,
+            match settings.provider {
+                MediaStorageProvider::R2 => "r2",
+                MediaStorageProvider::Minio => "minio",
+            },
+        ))
+        .region(aws_sdk_s3::config::Region::new(settings.region.clone()))
+        .load()
+        .await;
+
+    let conf = aws_sdk_s3::config::Builder::from(&shared_config)
+        .force_path_style(settings.force_path_style)
+        .build();
+
+    Client::from_conf(conf)
+}
+
+fn build_public_url(settings: &MediaStorageSettings, key: &str) -> String {
+    format!(
+        "{}/{}",
+        settings.public_base_url,
+        key.trim_start_matches('/')
+    )
+}
+
+pub fn object_key_from_public_url(settings: &MediaStorageSettings, url: &str) -> Option<String> {
+    let normalized_base = settings.public_base_url.trim().trim_end_matches('/');
+    let normalized_url = url.trim();
+
+    if normalized_base.is_empty() || normalized_url.is_empty() {
+        return None;
+    }
+
+    normalized_url
+        .strip_prefix(normalized_base)
+        .map(|suffix| suffix.trim_start_matches('/').to_string())
+        .filter(|suffix| !suffix.is_empty())
+}
+
+pub fn build_object_key(prefix: &str, stem: &str, extension: &str) -> String {
+    let safe_prefix = prefix.trim_matches('/');
+    let safe_stem = slugify_segment(stem);
+    let safe_extension = extension
+        .trim()
+        .trim_start_matches('.')
+        .to_ascii_lowercase();
+    let object_name = format!(
+        "{}-{}.{}",
+        if safe_stem.is_empty() {
+            "asset".to_string()
+        } else {
+            safe_stem
+        },
+        Uuid::new_v4().simple(),
+        if safe_extension.is_empty() {
+            "bin".to_string()
+        } else {
+            safe_extension
+        },
+    );
+
+    if safe_prefix.is_empty() {
+        object_name
+    } else {
+        format!("{safe_prefix}/{object_name}")
+    }
+}
+
+async fn ensure_bucket_exists(client: &Client, settings: &MediaStorageSettings) -> Result<()> {
+    if client
+        .head_bucket()
+        .bucket(&settings.bucket)
+        .send()
+        .await
+        .is_ok()
+    {
+        return Ok(());
+    }
+
+    if settings.provider != MediaStorageProvider::Minio {
+        return Err(Error::BadRequest(format!(
+            "对象存储 bucket 不存在或不可访问：{}",
+            settings.bucket
+        )));
+    }
+
+    client
+        .create_bucket()
+        .bucket(&settings.bucket)
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("自动创建 MinIO bucket 失败: {error}")))?;
+
+    Ok(())
+}
+
+pub async fn upload_bytes_to_r2(
+    ctx: &AppContext,
+    key: &str,
+    bytes: Vec<u8>,
+    content_type: Option<&str>,
+    cache_control: Option<&str>,
+) -> Result<StoredObject> {
+    let settings = require_r2_settings(ctx).await?;
+    let client = r2_client(&settings).await;
+    ensure_bucket_exists(&client, &settings).await?;
+
+    let mut request = client
+        .put_object()
+        .bucket(&settings.bucket)
+        .key(key)
+        .body(ByteStream::from(bytes));
+
+    if let Some(content_type) = content_type
+        .map(str::trim)
+        .filter(|value| !value.is_empty())
+    {
+        request = request.content_type(content_type);
+    }
+
+    if let Some(cache_control) = cache_control
+        .map(str::trim)
+        .filter(|value| !value.is_empty())
+    {
+        request = request.cache_control(cache_control);
+    }
+
+    request
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("上传文件到对象存储失败: {error}")))?;
+
+    Ok(StoredObject {
+        key: key.to_string(),
+        url: build_public_url(&settings, key),
+    })
+}
+
+pub async fn delete_object(ctx: &AppContext, key: &str) -> Result<()> {
+    let settings = require_r2_settings(ctx).await?;
+    let client = r2_client(&settings).await;
+    client
+        .delete_object()
+        .bucket(&settings.bucket)
+        .key(key)
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("删除对象存储文件失败: {error}")))?;
+    Ok(())
+}
+
+pub async fn delete_managed_url(ctx: &AppContext, url: &str) -> Result<bool> {
+    let Some(settings) = optional_r2_settings(ctx).await? else {
+        return Ok(false);
+    };
+    let Some(key) = object_key_from_public_url(&settings, url) else {
+        return Ok(false);
+    };
+    let client = r2_client(&settings).await;
+    client
+        .delete_object()
+        .bucket(&settings.bucket)
+        .key(&key)
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("删除对象存储文件失败: {error}")))?;
+    Ok(true)
+}
+
+pub async fn list_objects(
+    ctx: &AppContext,
+    prefix: Option<&str>,
+    limit: i32,
+) -> Result<Vec<StoredObjectSummary>> {
+    let settings = require_r2_settings(ctx).await?;
+    let client = r2_client(&settings).await;
+    ensure_bucket_exists(&client, &settings).await?;
+
+    let mut request = client
+        .list_objects_v2()
+        .bucket(&settings.bucket)
+        .max_keys(limit.clamp(1, 1000));
+
+    if let Some(prefix) = prefix.map(str::trim).filter(|value| !value.is_empty()) {
+        request = request.prefix(prefix);
+    }
+
+    let result = request
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("读取对象存储列表失败: {error}")))?;
+
+    Ok(result
+        .contents()
+        .iter()
+        .filter_map(|item| {
+            let key = item.key()?.to_string();
+            Some(StoredObjectSummary {
+                url: build_public_url(&settings, &key),
+                key,
+                size_bytes: item.size().unwrap_or_default(),
+                last_modified: item.last_modified().map(|ts| format!("{ts:?}")),
+            })
+        })
+        .collect())
+}
+
+pub async fn test_r2_connectivity(ctx: &AppContext) -> Result<String> {
+    let settings = require_r2_settings(ctx).await?;
+    let client = r2_client(&settings).await;
+    ensure_bucket_exists(&client, &settings).await?;
+    let healthcheck_key = format!(".healthchecks/{}.txt", Uuid::new_v4().simple());
+    client
+        .put_object()
+        .bucket(&settings.bucket)
+        .key(&healthcheck_key)
+        .body(ByteStream::from_static(b"termi-storage-ok"))
+        .content_type("text/plain")
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("对象存储连接测试失败: {error}")))?;
+    client
+        .delete_object()
+        .bucket(&settings.bucket)
+        .key(&healthcheck_key)
+        .send()
+        .await
+        .map_err(|error| Error::BadRequest(format!("对象存储清理测试文件失败: {error}")))?;
+
+    Ok(settings.bucket)
+}

frontend/src/components/Header.astro

@@ -868,7 +868,9 @@ const currentNavLabel =
     renderSearchResults(query, [], 'loading');
 
     try {
-      const response = await fetch(`${searchApiBase}/search?q=${encodeURIComponent(query)}&limit=6`);
+      const response = await fetch(
+        `${searchApiBase}/search?q=${encodeURIComponent(query)}&limit=6&preview=true`
+      );
       if (!response.ok) {
         throw new Error(`Search failed: ${response.status}`);
       }

frontend/src/layouts/BaseLayout.astro

@@ -5,21 +5,25 @@ import Footer from '../components/Footer.astro';
 import BackToTop from '../components/interactive/BackToTop.svelte';
 import { api, DEFAULT_SITE_SETTINGS } from '../lib/api/client';
 import { getI18n, LOCALE_COOKIE_NAME, SUPPORTED_LOCALES } from '../lib/i18n';
+import type { SiteSettings } from '../lib/types';
 
 interface Props {
   title?: string;
   description?: string;
+  siteSettings?: SiteSettings;
 }
 
 const props = Astro.props;
 const { locale, messages } = getI18n(Astro);
 
-let siteSettings = DEFAULT_SITE_SETTINGS;
+let siteSettings = props.siteSettings ?? DEFAULT_SITE_SETTINGS;
 
-try {
+if (!props.siteSettings) {
-  siteSettings = await api.getSiteSettings();
+  try {
-} catch (error) {
+    siteSettings = await api.getSiteSettings();
-  console.error('Failed to load site settings:', error);
+  } catch (error) {
+    console.error('Failed to load site settings:', error);
+  }
 }
 
 const title = props.title || siteSettings.siteTitle;
@@ -305,7 +309,7 @@ const i18nPayload = JSON.stringify({ locale, messages });
       </main>
 
       <Footer siteSettings={siteSettings} />
-      <BackToTop client:load />
+      <BackToTop client:idle />
     </div>
   </body>
 </html>

frontend/src/pages/about/index.astro

@@ -44,7 +44,11 @@ try {
 const ownerInitial = siteSettings.ownerName.charAt(0) || 'T';
 ---
 
-<BaseLayout title={`${t('about.pageTitle')} - ${siteSettings.siteShortName}`} description={siteSettings.siteDescription}>
+<BaseLayout
+  title={`${t('about.pageTitle')} - ${siteSettings.siteShortName}`}
+  description={siteSettings.siteDescription}
+  siteSettings={siteSettings}
+>
   <div class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
     <TerminalWindow title="~/about" class="w-full">
       <div class="mb-6 px-4">

frontend/src/pages/articles/[slug].astro

@@ -29,16 +29,21 @@ const { slug } = Astro.params;
 let post = null;
 let siteSettings = DEFAULT_SITE_SETTINGS;
 
-try {
+const [postResult, siteSettingsResult] = await Promise.allSettled([
-  post = await apiClient.getPostBySlug(slug ?? '');
+  apiClient.getPostBySlug(slug ?? ''),
-} catch (error) {
+  apiClient.getSiteSettings(),
-  console.error('API Error:', error);
+]);
+
+if (postResult.status === 'fulfilled') {
+  post = postResult.value;
+} else {
+  console.error('API Error:', postResult.reason);
 }
 
-try {
+if (siteSettingsResult.status === 'fulfilled') {
-  siteSettings = await apiClient.getSiteSettings();
+  siteSettings = siteSettingsResult.value;
-} catch (error) {
+} else {
-  console.error('Site settings API Error:', error);
+  console.error('Site settings API Error:', siteSettingsResult.reason);
 }
 
 if (!post) {
@@ -59,7 +64,7 @@ const markdownProcessor = await createMarkdownProcessor();
 const renderedContent = await markdownProcessor.render(articleMarkdown);
 ---
 
-<BaseLayout title={post.title} description={post.description}>
+<BaseLayout title={post.title} description={post.description} siteSettings={siteSettings}>
   <ReadingProgress />
   <BackToTop />
   <Lightbox />

frontend/src/pages/articles/index.astro

@@ -19,9 +19,14 @@ const selectedSearch = url.searchParams.get('search') || '';
 const { t } = getI18n(Astro);
 
 try {
-  allPosts = selectedSearch ? await api.searchPosts(selectedSearch) : await api.getPosts();
+  const [posts, categories, rawTags] = await Promise.all([
-  allCategories = await api.getCategories();
+    selectedSearch ? api.searchPosts(selectedSearch) : api.getPosts(),
-  const rawTags = await api.getTags();
+    api.getCategories(),
+    api.getTags(),
+  ]);
+
+  allPosts = posts;
+  allCategories = categories;
   const seenTagIds = new Set<string>();
   allTags = rawTags.filter(tag => {
     const key = `${tag.slug}:${tag.name}`.toLowerCase();

frontend/src/pages/ask/index.astro

@@ -29,7 +29,11 @@ const sampleQuestions = [
 ];
 ---
 
-<BaseLayout title={`${t('ask.pageTitle')} | ${siteSettings.siteShortName}`} description={t('ask.pageDescription', { siteName: siteSettings.siteName })}>
+<BaseLayout
+  title={`${t('ask.pageTitle')} | ${siteSettings.siteShortName}`}
+  description={t('ask.pageDescription', { siteName: siteSettings.siteName })}
+  siteSettings={siteSettings}
+>
   <section class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8 py-12">
     <div class="rounded-3xl border border-[var(--border-color)] bg-[var(--terminal-bg)] shadow-[0_28px_90px_rgba(15,23,42,0.08)] overflow-hidden">
       <div class="flex items-center justify-between gap-4 border-b border-[var(--border-color)] px-5 py-4">

frontend/src/pages/index.astro

@@ -37,8 +37,20 @@ let apiError: string | null = null;
 const { locale, t } = getI18n(Astro);
 
 try {
-  siteSettings = await api.getSiteSettings();
+  const [settings, posts, rawTags, rawFriendLinks, nextCategories] = await Promise.all([
-  allPosts = await api.getPosts();
+    api.getSiteSettings(),
+    api.getPosts(),
+    api.getTags(),
+    api.getFriendLinks(),
+    api.getCategories(),
+  ]);
+
+  siteSettings = settings;
+  allPosts = posts;
+  tags = rawTags.map(tag => tag.name);
+  friendLinks = rawFriendLinks.filter(friend => friend.status === 'approved');
+  categories = nextCategories;
+
   const filteredPosts = allPosts.filter(post => {
     const normalizedCategory = post.category?.trim().toLowerCase() || '';
     if (selectedType !== 'all' && post.type !== selectedType) return false;
@@ -50,9 +62,6 @@ try {
   recentPosts = filteredPosts.slice(0, previewLimit);
   filteredPostsCount = filteredPosts.length;
   pinnedPost = allPosts.find(post => post.pinned) || null;
-  tags = (await api.getTags()).map(tag => tag.name);
-  friendLinks = (await api.getFriendLinks()).filter(friend => friend.status === 'approved');
-  categories = await api.getCategories();
 } catch (error) {
   apiError = error instanceof Error ? error.message : t('common.apiUnavailable');
   console.error('API Error:', error);
@@ -146,7 +155,7 @@ const navLinks = [
 ];
 ---
 
-<BaseLayout title={siteSettings.siteTitle} description={siteSettings.siteDescription}>
+<BaseLayout title={siteSettings.siteTitle} description={siteSettings.siteDescription} siteSettings={siteSettings}>
   <div class="max-w-5xl mx-auto px-4 sm:px-6 lg:px-8 py-6">
     <TerminalWindow title={terminalConfig.title} class="w-full">
       <div class="mb-5 px-4 overflow-x-auto">