feat: HSAP platform v2 — modular navigation, quality review, audit log, world model simulation

Major changes:
- New frontend (platform/web/): Vite + React 18 + TypeScript + Tailwind
- 4-module navigation: 数据送标 / 模型管理 / 车队管理 / 系统管理
- Data catalog with charts (DMS/ADAS/Lane 3-tab view)
- Quality review workflow (标注质检): Good/Fine/Bad scoring with auto-advance
- Audit enhancements: batch operations, rejection categories, Feishu notifications
- Operation audit log (操作日志)
- World model simulation studio (仿真工坊)
- Dataset version management with snapshots and diff
- ADAS 7-class dataset integration (138K images organized + compressed)
- User management with Feishu integration and pagination
- CRUD/search/filter on all pages, card layout redesign
- PIL-optimized image overlay rendering
- Auto-snapshot on build, in_review workflow stage
- Removed embedded algorithm code (now in workspace)

docs/PHASE_ROLLOUT_DMS.md

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+# DMS 标注分期验收（addw pilot）
+
+## P0：dam / ddaw（检测）
+
+- [ ] 批次台账入湖 → inbox 有 `images/train`
+- [ ] 送标工作台「待送标」可见批次
+- [ ] 进入标注：左侧工具箱（face 等）+ 保存
+- [ ] 提交后 `batch.meta` stage = `labeling_submitted`，「待入库」Tab 可见
+- [ ] 导出 Job 成功后 stage = `returned`
+- [ ] 提交入库审核 → build 通过
+
+## P1：addw / addw_face（当前 pilot）
+
+Pilot：`inbox/addw/20260525_pilot`（12 张）
+
+- [x] `dms_detect.xml` 四类标签
+- [x] `dms_pose.xml`：face 框 + 37 关键点（`kp_00`–`kp_36`）
+- [x] `export_ls_to_yolo.py`：LS JSON → YOLO detect / YOLO pose
+- [ ] 标注保存至 `labels/ls_annotations/*.json`
+- [ ] 提交 / 导出 / 待入库全链路（见 P0 检查项）
+- [ ] addw_face 导出 txt 每行 116 字段，通过 `validate_pose_label`
+
+```bash
+python3 datasets/dms/scripts/test_export_ls_to_yolo.py
+```
+
+## P2：forward / lane
+
+- [ ] `forward__detect` / `forward__classify` registry 模板
+- [ ] lane `lane_culane.xml` 画布 smoke
+
+## 自动化
+
+```bash
+bash scripts/smoke_labeling_api.sh
+bash scripts/smoke_pending_gate.sh
+python3 scripts/lake_checklist_audit.py
+```