feat: 2026-04-15~05-02 累积变更基线 — AI 重构 + Runtime Context + DWS 修复

涵盖（每条对应已存的审计记录）：
- AI 模块拆分：apps/backend/app/ai/apps -> prompts/（8 个 APP + app2a 派生）
  audit: 2026-04-20__ai-module-complete.md
- admin-web AI 管理套件：AIDashboard / AIOperations / AIRunLogs / AITriggers / TriggerManager
  audit: 2026-04-21__admin-web-ai-management-suite.md
- App2 财务洞察 prompt v3 -> v5.1 + 小程序 AI 接入（chat / board-finance）
  audit: 2026-04-22__app2_prompt_v5_1_and_miniprogram_ai_insight.md
- App2 prewarm 全过滤器 + AI 触发器 cron reschedule
  audit: 2026-04-21__app2-finance-prewarm-all-filters.md
  migration: 20260420_ai_trigger_jobs_and_app2_prewarm.sql / 20260421_app2_prewarm_cron_reschedule.sql
- AppType 联合类型对齐 + adminAiAppTypes.test.ts
  audit: 2026-04-30__admin_web_ai_app_type_alignment.md
- DashScope tokens_used 提取修复
  audit: 2026-04-30__backend_dashscope_tokens_used_extraction.md
- App3 线索完整详情 prompt
  audit: 2026-05-01__backend_app3_full_detail_prompt.md
- Runtime Context 沙箱（5-1~5-2 主线）：
  - 后端 schema/service + admin_runtime_context / xcx_runtime_clock 两个 router
  - admin-web RuntimeContext.tsx + miniprogram runtime-clock.ts
  - migration: 20260501__runtime_context_sandbox.sql
  - tools/db/verify_admin_web_sandbox.py + verify_sandbox_end_to_end.py
  - database/changes: 7 份 sandbox_* 验证报告
- 飞球 DWS 修复：finance_area_daily 区域汇总 + task_engine 调整
  + RLS 视图业务日上界（migration 20260502 + scripts/ops/gen_rls_business_date_migration.py）

合规：
- .gitignore 启用 tmp/ 排除
- 不入仓：apps/etl/connectors/feiqiu/.env（API_TOKEN secret，本地修改保留）

待验证清单：
- docs/audit/changes/2026-05-04__cumulative_baseline_pending_verification.md
  每个主题的功能完整性 / 上线验证几乎都未收口，按优先级 P0~P3 逐一处理

apps/admin-web/src/pages/AIOperations.tsx

@@ -31,7 +31,7 @@ const EVENT_TYPE_OPTIONS = [
 const { TextArea } = Input;
 const { Title } = Typography;
 
-const APP_TYPE_OPTIONS = [
+export const CACHE_TYPE_OPTIONS = [
   { label: "App3 维客线索", value: "app3_clue" },
   { label: "App4 关系分析", value: "app4_analysis" },
   { label: "App5 话术参考", value: "app5_tactics" },
@@ -40,6 +40,15 @@ const APP_TYPE_OPTIONS = [
   { label: "App8 线索整理", value: "app8_clue_consolidated" },
 ];
 
+export const RUN_APP_TYPE_OPTIONS: { label: string; value: AppType }[] = [
+  { label: "App3 维客线索", value: "app3_clue" },
+  { label: "App4 关系分析", value: "app4_analysis" },
+  { label: "App5 话术参考", value: "app5_tactics" },
+  { label: "App6 备注分析", value: "app6_note" },
+  { label: "App7 客户分析", value: "app7_customer" },
+  { label: "App8 线索整理", value: "app8_consolidation" },
+];
+
 const ALERT_STATUS_COLOR: Record<string, string> = {
   failed: "red", timeout: "orange", circuit_open: "volcano",
 };
@@ -160,7 +169,7 @@ const AIOperations: React.FC = () => {
   };
 
   // ---- Card 3: 批量执行 ----
-  const [batchAppTypes, setBatchAppTypes] = useState<string[]>([]);
+  const [batchAppTypes, setBatchAppTypes] = useState<AppType[]>([]);
   const [batchMemberIds, setBatchMemberIds] = useState<string>("");
   const [batchSiteId, setBatchSiteId] = useState<number>(2790685415443269);
   const [batchLoading, setBatchLoading] = useState(false);
@@ -294,7 +303,7 @@ const AIOperations: React.FC = () => {
               <Select
                 allowClear placeholder="App 类型（可选）" style={{ width: "100%" }}
                 value={cacheAppType} onChange={setCacheAppType}
-                options={APP_TYPE_OPTIONS}
+                options={CACHE_TYPE_OPTIONS}
               />
               <Input
                 placeholder="会员 ID（可选）" value={cacheMemberId}
@@ -321,7 +330,7 @@ const AIOperations: React.FC = () => {
             <Select
               allowClear placeholder="App 类型" style={{ width: "100%" }}
               value={runAppType} onChange={setRunAppType}
-              options={APP_TYPE_OPTIONS}
+              options={RUN_APP_TYPE_OPTIONS}
             />
           </Col>
           <Col span={6}>
@@ -403,9 +412,9 @@ const AIOperations: React.FC = () => {
           <Col span={8}>
             <div style={{ marginBottom: 8, fontWeight: 500 }}>选择 App</div>
             <Checkbox.Group
-              options={APP_TYPE_OPTIONS}
+              options={RUN_APP_TYPE_OPTIONS}
               value={batchAppTypes}
-              onChange={(v) => setBatchAppTypes(v as string[])}
+              onChange={(v) => setBatchAppTypes(v as AppType[])}
               style={{ display: "flex", flexDirection: "column", gap: 4 }}
             />
           </Col>