feat(analytics): Enhance AnalystQueryPage with template and cache hit indicators

- Updated `AnalystQueryPage` to display tags for template hits and cache hits, improving user feedback on query performance.
- Adjusted SQL result label to streamline information presentation.
- Enhanced documentation to reflect the latest testing baseline with 804 passed tests, indicating improved stability and functionality across the application.

This update significantly enhances the user experience by providing clearer insights into query processing and results.

docs/memory/ITERATION.md

@@ -23,4 +23,6 @@
 | 2026-09-09 | **客服 Agent 代码合并**（`customer-service-agent` 只增不盖） | 用户要求合并上传内容 | `客服Agent-合并说明.md` · Wave1~5 新增文件 · CS-C-11 迁移 SQL · wave 测试暂 ignore |
 | 2026-09-10 | **客服 Wave3 批次**：1B 共用 sanitize · C-04/C-05/C-11 等 · **786 pytest** | 用户「全做」批次 | MEMORY / REQUIREMENTS / FLOW / TODO / 课程 |
 | 2026-09-10 | **数据分析 Agent 护栏/口径迭代**（cherry-pick `445cfbb` 功能层）· guardrail Decimal/编号/时间窗 · 流水 N-01 消歧 · battery 脚本改 `issue_dev_token` | 远程 `data-analysis-agent` 未合 merger | guardrail / dict_service / wave6 测试 / `数据分析Agent-代码迭代.md` |
-| 2026-09-10 | **客服合规拍板落地**：1B sanitize 分治 · R1 L1 Top-K · MEMORY/课程/测试包 | 误转人工 + 画像膨胀 | MEMORY §3 · TEST-2026-09-10-CS-001 · 776 pytest |
+| 2026-09-10 | **数据分析 D-06 缓存**：结果缓存表世代 + 写侧 bump（trade/alert/L3）· **模板填参**（`template_service`）· 问数页 template/cache 标签 · `804 pytest` | 用户拍板 D-06 必须 · PII 脱敏暂缓 | cache_service / template_service / analyst_agent / web |
+| 2026-09-10 | **风控前端 P1 + 演示**：台账筛选 · 适当性/AML 页 · `prepare_all.ps1` · 深潜课模块 7 | 2026-09-10 拍板收口 | web/risk · scripts/demo · docs/course |
+| 2026-09-10 | **`battery_report.json` 不入库** | 本地跑分产物 | `.gitignore` |