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)

algorithms/dms_yolo/code.embedded.bak/docs/en/reference/hub/__init__.md

@@ -0,0 +1,40 @@
+---
+description: Explore Ultralytics Platform API functions for login, logout, model reset, export, and dataset checks. Enhance your YOLO workflows with these essential utilities.
+keywords: Ultralytics Platform API, login, logout, reset model, export model, check dataset, YOLO, machine learning
+---
+
+# Reference for `ultralytics/hub/__init__.py`
+
+!!! success "Improvements"
+
+    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/\_\_init\_\_.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/__init__.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
+
+<br>
+
+## ::: ultralytics.hub.__init__.login
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.logout
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.reset_model
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.export_fmts_hub
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.export_model
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.get_export
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.__init__.check_dataset
+
+<br><br>

algorithms/dms_yolo/code.embedded.bak/docs/en/reference/hub/auth.md

@@ -0,0 +1,16 @@
+---
+description: Learn how to manage API key and cookie-based authentication in Ultralytics with the Auth class. Step-by-step guide for effective authentication.
+keywords: Ultralytics, authentication, API key, cookies, Auth class, YOLO, API, guide
+---
+
+# Reference for `ultralytics/hub/auth.py`
+
+!!! success "Improvements"
+
+    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/auth.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/auth.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
+
+<br>
+
+## ::: ultralytics.hub.auth.Auth
+
+<br><br>

algorithms/dms_yolo/code.embedded.bak/docs/en/reference/hub/google/__init__.md

@@ -0,0 +1,16 @@
+---
+description: Reference for the GCPRegions class in Ultralytics, which provides functionality for testing and analyzing latency across Google Cloud Platform regions.
+keywords: Ultralytics, GCP, Google Cloud Platform, regions, latency testing, cloud computing, networking, performance analysis
+---
+
+# Reference for `ultralytics/hub/google/__init__.py`
+
+!!! success "Improvements"
+
+    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/google/\_\_init\_\_.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/google/__init__.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
+
+<br>
+
+## ::: ultralytics.hub.google.__init__.GCPRegions
+
+<br><br>

algorithms/dms_yolo/code.embedded.bak/docs/en/reference/hub/session.md

@@ -0,0 +1,16 @@
+---
+description: Explore the HUBTrainingSession class for managing Ultralytics YOLO model training, heartbeats, and checkpointing.
+keywords: Ultralytics, YOLO, HUBTrainingSession, model training, heartbeats, checkpointing, Python
+---
+
+# Reference for `ultralytics/hub/session.py`
+
+!!! success "Improvements"
+
+    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/session.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/session.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
+
+<br>
+
+## ::: ultralytics.hub.session.HUBTrainingSession
+
+<br><br>

algorithms/dms_yolo/code.embedded.bak/docs/en/reference/hub/utils.md

@@ -0,0 +1,24 @@
+---
+description: Explore the utilities in the Ultralytics Platform. Learn about smart_request, request_with_credentials, and more to enhance your YOLO projects.
+keywords: Ultralytics, HUB, Utilities, YOLO, smart_request, request_with_credentials
+---
+
+# Reference for `ultralytics/hub/utils.py`
+
+!!! success "Improvements"
+
+    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/utils.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
+
+<br>
+
+## ::: ultralytics.hub.utils.request_with_credentials
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.utils.requests_with_progress
+
+<br><br><hr><br>
+
+## ::: ultralytics.hub.utils.smart_request
+
+<br><br>