feat(backend): 6-axis dynamic evaluation system with weight engine and template management

backend/app/main.py

@@ -56,13 +56,21 @@ from app.routers.knowledge import router as knowledge_router
 from app.routers.data_sources import router as data_sources_router
 from app.routers.industry_research import router as industry_research_router
 from app.routers.funds import router as funds_router
+from app.routers.evaluation import router as evaluation_router
 from app.schemas.common import error
 
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """应用生命周期管理。"""
-    # startup
+    # startup — 初始化预设评价模板
+    from app.core.database import async_session_factory
+    from app.services.evaluation_presets import seed_evaluation_templates
+
+    async with async_session_factory() as session:
+        await seed_evaluation_templates(session)
+        await session.commit()
+
     yield
     # shutdown
 
@@ -160,3 +168,4 @@ app.include_router(knowledge_router, prefix="/api/v1")
 app.include_router(data_sources_router, prefix="/api/v1")
 app.include_router(industry_research_router, prefix="/api/v1")
 app.include_router(funds_router, prefix="/api/v1")
+app.include_router(evaluation_router, prefix="/api/v1")