fix(security): close unauthenticated CMA user API surface + audit tool (cma-api-auth-surface-audit-20260914)

Root cause: main.py include_router had no global auth dependency; user routers
(products/cost/predict/...) relied on assert_entity_scope, which treats a
missing session token as the Bot service channel and lets the request through.
Result: 46 user endpoints returned data without any token on a public site.

Changes:
- auth_middleware.py: add require_auth_401 (missing Bearer -> 401, delegates to
  require_auth otherwise); 401/403 semantics are explicit.
- router-level Depends(require_auth_401) on products, cost, predict,
  notifications, permissions, tenant, alignment; endpoint-level on
  /auth/roles and /admin/cache/clear.
- deps.py: document that get_entity_id/assert_entity_scope are NOT auth.
- frontend: add the missing Bearer header to 5 tokenless fetch/axios calls that
  hit the newly protected endpoints (KPIAlignment x2, RolePermissions x2,
  Dashboard x1).
- tests: new test_api_auth_surface_20260914.py (58 cases: no-token 401,
  token 200, cross-entity 403, bot channel unchanged); adapt test_predict /
  test_kpi_forecast to send session tokens like production.
- scripts/audit_api_auth_surface.py: reusable FastAPI dependency-graph audit
  (423 endpoints; A bot / B gap / C public), exits 1 when a B-class gap exists.

backend/app/api/products.py

@@ -4,10 +4,14 @@ from typing import Optional
 from sqlalchemy.orm import Session
 from app.database import get_db
 from app.deps import assert_entity_scope
+from app.auth_middleware import require_auth_401
 from app.models import ProductSales
 from collections import defaultdict
 
-router = APIRouter(prefix="/api/cma/products", tags=["产品矩阵"])
+# 用户端点：统一要求会话 Bearer 鉴权（cma-api-auth-surface-audit-20260914）
+# 无 token → 401（原「无 token 亦可取数」缺口收口）；Bot 通道走 /api/cma/bot/*（X-BOT-KEY）不受影响。
+router = APIRouter(prefix="/api/cma/products", tags=["产品矩阵"],
+                   dependencies=[Depends(require_auth_401)])
 
 
 def _calc_quadrant(trend: float, margin: float) -> str: