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)

platform/as_platform/training/service.py

@@ -124,9 +124,10 @@ def list_training_records(
     kind: str | None = None,
     status: str | None = None,
     task: str | None = None,
-    limit: int = 100,
+    offset: int = 0,
+    limit: int = 20,
 ) -> dict[str, Any]:
-    jobs = list_jobs(status=status, limit=500)
+    jobs = list_jobs(status=status, offset=0, limit=2000)["items"]
     records: list[dict[str, Any]] = []
     for job in jobs:
         if job.get("action") not in TRAINING_ACTIONS:
@@ -139,9 +140,9 @@ def list_training_records(
         if task and rec.get("task") != task:
             continue
         records.append(rec)
-        if len(records) >= limit:
-            break
-    return {"items": records, "total": len(records), "summary": _summarize(records)}
+    total = len(records)
+    page = records[max(0, offset) : max(0, offset) + max(1, limit)]
+    return {"items": page, "total": total, "offset": offset, "limit": limit, "summary": _summarize(records)}
 
 
 def get_training_record(job_id: str) -> dict[str, Any] | None: