feat: 核心模块增强 — 加密 + 运行时配置 + 日志缓冲

- crypto.py: API Key 加密/解密工具
- runtime_config.py: 运行时动态配置管理
- log_buffer.py: 内存日志缓冲区
- config.py: 新增加密配置项
- http_client.py: 增强重试和错误处理

frontend/src/admin/pages/Predictions.tsx

@@ -13,13 +13,14 @@ import { useCallback, useEffect, useMemo, useState } from 'react'
 import { triggerPrediction, fetchPredictions, fetchMatches, settlePrediction } from '../dal'
 import type { Match, Prediction } from '../types'
 import { Card, CardBody, CardHeader, Badge, SectionHeader, Alert, Spinner } from '../components'
+import { teamSidePrefix } from '../../components/TeamSideTag'
 
 const AGENT_LABELS: Record<string, string> = {
-  h2h: '历史交锋',
-  form: '近期状态',
-  stats: '攻防数据',
-  home_away: '主客因素',
-  injuries: '阵容完整性',
+  h2h: '历史交锋分析专家',
+  form: '近期状态分析专家',
+  stats: '攻防数据分析专家',
+  home_away: '主客因素分析专家',
+  injuries: '阵容完整性分析专家',
 }
 
 const OUTCOME_LABEL: Record<string, string> = { '1': '主胜', X: '平局', '2': '客胜' }
@@ -64,7 +65,7 @@ export default function PredictionsPage() {
     for (const m of matches) {
       const home = m.home_team_zh || m.home_team
       const away = m.away_team_zh || m.away_team
-      map.set(m.id, `${home} vs ${away}`)
+      map.set(m.id, `${teamSidePrefix('home')}${home} vs ${teamSidePrefix('away')}${away}`)
     }
     return map
   }, [matches])
@@ -140,7 +141,7 @@ export default function PredictionsPage() {
                   <option value="">选择比赛</option>
                   {matches.map(m => (
                     <option key={m.id} value={m.id}>
-                      {(m.home_team_zh || m.home_team)} vs {(m.away_team_zh || m.away_team)}
+                      {teamSidePrefix('home')}{(m.home_team_zh || m.home_team)} vs {teamSidePrefix('away')}{(m.away_team_zh || m.away_team)}
                       ({m.match_date?.slice(5, 10)})
                     </option>
                   ))}