fix+integrate: 5 新组件接入 Dashboard/Logs 页面

Dashboard:
- 数据概览用 InsightGrid + InsightCard 展示预测/比赛/统计指标
- 数据源/已入库联赛卡片改用自定义布局(去除旧 Card 依赖)
- 加载态用 LoaderGrid

Logs:
- 日志列表改用 FilterTable(列排序 + 级别/关键字筛选)
- 加载态用 LoaderGrid row 模式
- 级别/Badge 筛选保留原有交互

FilterTable 泛型约束放宽为 Record<string, any>(兼容 interface)。

frontend/src/admin/components.tsx

@@ -25,3 +25,7 @@ export { Spinner } from '../components/ui'
  * 以保持本壳的导出面 == 迁移前的导出面,避免新增符号带来歧义。
  */
 export { Skeleton as SkeletonBlock } from '../components/ui'
+
+// ── P1 新增: 数据展示组件(灵感来自 beautifului.dev) ────────────────
+export { EventList, FilterTable, InsightCard, InsightGrid, LoaderGrid, SearchList, TrendingArrow } from '../components/ui'
+export type { EventItem, FilterColumn, InsightCardProps } from '../components/ui'

frontend/src/admin/pages/Dashboard.tsx

@@ -14,7 +14,7 @@ import { Link } from 'react-router-dom'
 import { fetchAdminStats, fetchIngestStatus, fetchDashboard, fetchIngestFailures, fetchDataCompleteness, fetchPredictions } from '../../api/dal'
 import type { DataCompletenessResponse, IngestFailureItem } from '../../api/dal'
 import type { AdminStats, IngestSourceStatus, DashboardStats } from '../../api/types'
-import { Card, CardBody, CardHeader, SkeletonBlock } from '../components'
+import { InsightGrid, InsightCard, LoaderGrid } from '../components'
 
 /** 工作流引导(仅首次使用——库里还没有比赛时显示) */
 const STEPS = [
@@ -91,7 +91,7 @@ export default function Dashboard() {
     <div className="space-y-6">
       {/* ── 待办行:只有真有待办才出现 ── */}
       {loading ? (
-        <SkeletonBlock className="h-14 w-full" />
+        <div className="h-14 w-full animate-pulse bg-paper-100" role="presentation" />
       ) : todos.length > 0 ? (
         <div className="grid gap-3 sm:grid-cols-3">
           {todos.map(t => (
@@ -138,22 +138,21 @@ export default function Dashboard() {
       )}
 
       {/* ── 数据源:单源一行即足,不装成列表 ── */}
-      <Card>
-        <CardHeader
-          title="数据源"
-          description="bzzoiro 最近采集情况,Key 与轮换配置见「设置 → 数据源」"
-        />
-        <CardBody className="px-0">
+      <div className="border border-ink-200 bg-paper-50">
+        <div className="flex items-center justify-between border-b border-ink-200 px-4 py-2 sm:px-5">
+          <h2 className="text-sm font-medium text-ink-700">数据源</h2>
+          <span className="text-xs text-ink-400">bzzoiro</span>
+        </div>
+        <div className="px-4 py-3 sm:px-5">
           {loading ? (
-            <div className="px-4 sm:px-5"><SkeletonBlock className="h-8 w-full" /></div>
-          ) : (
-            (() => {
+            <LoaderGrid mode="row" count={1} cols={2} />
+          ) : (() => {
             const st = bzzoiro
             const hasData = st && st.recent_count > 0
             const keyOk = st?.key_configured !== false
             return (
-                <div className="flex items-center justify-between px-4 py-2.5 sm:px-5">
-                  <span className="text-xs font-medium text-ink-700">Bzzoiro</span>
+              <div className="flex items-center justify-between text-xs">
+                <span className="text-ink-700">Bzzoiro</span>
                 <span className="flex items-center gap-3 text-2xs">
                   {hasData ? (
                     <>
@@ -169,61 +168,35 @@ export default function Dashboard() {
                 </span>
               </div>
             )
-            })()
-          )}
-        </CardBody>
-      </Card>
+          })()}
+        </div>
+      </div>
 
-      {/* ── 数据概览:预测活动 + 数据量,合并一卡 ── */}
-      <Card>
-        <CardHeader title="数据概览" description="预测调用量与各表数据量" />
-        <CardBody>
+      {/* ── 数据概览:InsightCard 指标卡 ── */}
       {stats ? (
         <div className="space-y-4">
-              <div className="grid grid-cols-3 gap-4 text-center">
-                <div>
-                  <div className="font-serif text-3xl font-bold tabular-nums text-ink-900">{stats.predictions.last_24h}</div>
-                  <div className="mt-1 text-2xs text-ink-400">预测 · 近 24 小时</div>
-                </div>
-                <div>
-                  <div className="font-serif text-3xl font-bold tabular-nums text-ink-900">{stats.predictions.last_7d}</div>
-                  <div className="mt-1 text-2xs text-ink-400">预测 · 近 7 天</div>
-                </div>
-                <div>
-                  <div className="font-serif text-3xl font-bold tabular-nums text-ink-900">{stats.predictions.total}</div>
-                  <div className="mt-1 text-2xs text-ink-400">预测 · 累计</div>
-                </div>
-              </div>
-              <div className="grid grid-cols-4 gap-3 border-t border-ink-200 pt-3 text-center">
-                <div>
-                  <div className="font-serif text-xl font-bold tabular-nums text-ink-900">{stats.matches?.total ?? 0}</div>
-                  <div className="mt-0.5 text-2xs text-ink-400">比赛总数</div>
-                </div>
-                <div>
-                  <div className="font-serif text-xl font-bold tabular-nums text-ink-900">{stats.matches?.finished ?? 0}</div>
-                  <div className="mt-0.5 text-2xs text-ink-400">已完赛</div>
-                </div>
-                <div>
-                  <div className="font-serif text-xl font-bold tabular-nums text-ink-900">{stats.stats?.total ?? 0}</div>
-                  <div className="mt-0.5 text-2xs text-ink-400">统计行</div>
-                </div>
-                <div>
-                  <div className="font-serif text-xl font-bold tabular-nums text-ink-900">{stats.standings?.total ?? 0}</div>
-                  <div className="mt-0.5 text-2xs text-ink-400">积分榜</div>
-                </div>
-              </div>
+          <InsightGrid>
+            <InsightCard label="预测 · 近 24 小时" value={stats.predictions.last_24h} status="info" />
+            <InsightCard label="预测 · 近 7 天" value={stats.predictions.last_7d} status="info" />
+            <InsightCard label="预测 · 累计" value={stats.predictions.total} status="positive" />
+          </InsightGrid>
+          <InsightGrid>
+            <InsightCard label="比赛总数" value={stats.matches?.total ?? 0} subtitle={`已完赛 ${stats.matches?.finished ?? 0}`} status="info" />
+            <InsightCard label="统计行" value={stats.stats?.total ?? 0} status="info" />
+            <InsightCard label="积分榜" value={stats.standings?.total ?? 0} status="info" />
+          </InsightGrid>
         </div>
       ) : (
-            <div className="flex justify-center py-4"><SkeletonBlock className="h-12 w-64" /></div>
+        <LoaderGrid mode="card" count={6} />
       )}
-        </CardBody>
-      </Card>
 
       {/* ── 已入库联赛 ── */}
       {dash && dash.leagues.length > 0 && (
-        <Card>
-          <CardHeader title="已入库联赛" />
-          <CardBody>
+        <div className="border border-ink-200 bg-paper-50">
+          <div className="border-b border-ink-200 px-4 py-2 sm:px-5">
+            <h2 className="text-sm font-medium text-ink-700">已入库联赛</h2>
+          </div>
+          <div className="px-4 py-3 sm:px-5">
             <div className="flex flex-wrap gap-2">
               {dash.leagues.map(l => (
                 <span key={l.code} className="border border-ink-200 px-2.5 py-1 text-xs text-ink-700">
@@ -232,8 +205,8 @@ export default function Dashboard() {
                 </span>
               ))}
             </div>
-          </CardBody>
-        </Card>
+          </div>
+        </div>
       )}
     </div>
   )

frontend/src/admin/pages/Logs.tsx

@@ -10,7 +10,7 @@
 import { useEffect, useState, useCallback, useRef } from 'react'
 import { fetchLogs } from '../../api/dal'
 import type { LogEntry } from '../../api/types'
-import { Card, CardBody, CardHeader, Badge, SectionHeader, Alert, Spinner, SkeletonBlock } from '../components'
+import { Badge, SectionHeader, Alert, Card, CardHeader, CardBody, Spinner, FilterTable, type FilterColumn, LoaderGrid } from '../components'
 import { Button, Input } from '../../components/ui'
 
 const LEVELS = ['', 'INFO', 'WARNING', 'ERROR'] as const
@@ -23,6 +23,52 @@ const LEVEL_BADGE: Record<string, { status: 'success' | 'info' | 'warning' | 'er
   CRITICAL: { status: 'error', text: 'FATAL' },
 }
 
+const LOG_COLUMNS: FilterColumn<LogEntry>[] = [
+  {
+    key: 'ts',
+    label: '时间',
+    width: '160px',
+    sortable: true,
+    render: r => <span className="tabular-nums text-ink-400">{fmtTs(r.ts)}</span>,
+  },
+  {
+    key: 'level',
+    label: '级别',
+    width: '80px',
+    sortable: true,
+    filterable: true,
+    filterType: 'select',
+    filterOptions: [
+      { value: 'DEBUG', label: 'DEBUG' },
+      { value: 'INFO', label: 'INFO' },
+      { value: 'WARNING', label: 'WARN' },
+      { value: 'ERROR', label: 'ERROR' },
+    ],
+    render: r => {
+      const badge = LEVEL_BADGE[r.level] ?? { status: 'info' as const, text: r.level }
+      return <Badge status={badge.status}>{badge.text}</Badge>
+    },
+  },
+  {
+    key: 'logger',
+    label: 'Logger',
+    width: '160px',
+    sortable: true,
+    filterable: true,
+    render: r => (
+      <span className="truncate font-mono text-ink-400" title={r.logger}>
+        {r.logger}
+      </span>
+    ),
+  },
+  {
+    key: 'message',
+    label: '消息',
+    filterable: true,
+    render: r => <span className="break-all font-mono leading-relaxed text-ink-800">{r.message}</span>,
+  },
+]
+
 function fmtTs(ts: number): string {
   return new Date(ts * 1000).toLocaleString('zh-CN', { hour12: false })
 }
@@ -53,26 +99,7 @@ export default function LogsPage() {
     load()
   }, [load])
 
-  const scrollRef = useRef<HTMLDivElement>(null)
-  const userScrolledDown = useRef(false)
 
-  // 检测用户是否向下滚动回看历史(旧日志在下方)
-  const handleScroll = () => {
-    const el = scrollRef.current
-    if (!el) return
-    const atTop = el.scrollTop < 50
-    userScrolledDown.current = !atTop
-  }
-
-  // 列表最新在最上面(后端倒序返回);打开页面/自动刷新时定位到顶部=最新。
-  // 用户向下滚动回看历史时暂停定位,拉回顶部即恢复。
-  useEffect(() => {
-    if (autoRefresh && !userScrolledDown.current && scrollRef.current) {
-      scrollRef.current.scrollTop = 0
-    }
-  }, [entries, autoRefresh])
-
-  // 自动刷新
   useEffect(() => {
     if (timerRef.current) clearInterval(timerRef.current)
     if (autoRefresh) {
@@ -137,36 +164,18 @@ export default function LogsPage() {
             />
           </div>
 
-          {/* 日志列表 */}
+          {/* 日志表格:FilterTable(列排序 + 筛选) */}
           {loading && entries.length === 0 ? (
-            <div className="space-y-2 px-4 py-3 sm:px-5">
-              {[1, 2, 3, 4, 5].map(i => <SkeletonBlock key={i} className="h-8 w-full" />)}
-            </div>
+            <LoaderGrid mode="row" count={6} cols={4} />
           ) : entries.length === 0 ? (
             <p className="py-10 text-center text-xs text-ink-400">暂无匹配的日志</p>
           ) : (
-            <div ref={scrollRef} onScroll={handleScroll} className="max-h-[60vh] overflow-y-auto">
-              {entries.map((e, i) => {
-                const badge = LEVEL_BADGE[e.level] ?? { status: 'info' as const, text: e.level }
-                return (
-                  <div
-                    key={`${e.ts}-${i}`}
-                    className="flex flex-col gap-0.5 border-b border-ink-200 px-4 py-2 last:border-b-0 sm:flex-row sm:items-baseline sm:gap-3 sm:px-5"
-                  >
-                    <span className="w-40 flex-shrink-0 text-2xs tabular-nums text-ink-400">{fmtTs(e.ts)}</span>
-                    <span className="w-14 flex-shrink-0">
-                      <Badge status={badge.status}>{badge.text}</Badge>
-                    </span>
-                    <span className="w-40 flex-shrink-0 truncate font-mono text-2xs text-ink-400" title={e.logger}>
-                      {e.logger}
-                    </span>
-                    <span className="min-w-0 flex-1 break-all font-mono text-2xs leading-relaxed text-ink-800">
-                      {e.message}
-                    </span>
-                  </div>
-                )
-              })}
-            </div>
+            <FilterTable
+              columns={LOG_COLUMNS}
+              data={entries}
+              rowKey={e => `${e.ts}-${e.logger}-${e.message.slice(0, 20)}`}
+              emptyText="暂无匹配的日志"
+            />
           )}
         </CardBody>
       </Card>

frontend/src/components/ui/FilterTable.tsx

@@ -24,7 +24,7 @@ export interface FilterColumn<T> {
 
 type SortDir = 'asc' | 'desc' | null
 
-export function FilterTable<T extends Record<string, unknown>>({
+export function FilterTable<T extends Record<string, any>>({
   columns,
   data,
   rowKey,