feat: 新增风险图谱算法与系统仪表盘及操作反馈体系

后端新增风险图谱算法模块、风险观察与反馈服务、规则 DSL
校验器和可解释性引擎，完善系统仪表盘和财务仪表盘统计，
优化 agent 运行和编排执行链路，清理旧开发文档，前端新增
系统趋势、负载热力图等多种仪表盘图表组件，完善操作反馈
对话框和工作台日期选择器，优化报销创建和审批详情交互，
补充单元测试覆盖。

server/tests/test_orchestrator_review_flow.py

@@ -9,6 +9,8 @@ from sqlalchemy.orm import Session, sessionmaker
 from sqlalchemy.pool import StaticPool
 
 from app.db.base import Base
+from app.models.agent_asset import AgentAsset
+from app.models.agent_run import AgentRun
 from app.models.employee import Employee
 from app.models.financial_record import ExpenseClaim, ExpenseClaimItem
 from app.schemas.ontology import OntologyParseResult, OntologyPermission
@@ -35,6 +37,85 @@ def skip_agent_foundation_bootstrap(monkeypatch: pytest.MonkeyPatch) -> None:
     )
 
 
+@pytest.mark.parametrize(
+    ("task_type", "code", "method_path", "summary", "expected_text"),
+    [
+        (
+            "global_risk_scan",
+            "task.hermes.global_risk_scan",
+            "app.services.hermes_risk_scanner.HermesRiskScannerService.scan_global_risks",
+            {"scanned_claim_count": 2, "risk_observation_count": 1},
+            "生成 1 条风险观察",
+        ),
+        (
+            "employee_behavior_profile_scan",
+            "task.hermes.employee_behavior_profile_scan",
+            "app.services.hermes_employee_profile_scanner.HermesEmployeeProfileScannerService.scan_employee_profiles",
+            {
+                "target_employee_count": 3,
+                "snapshot_count": 9,
+                "high_attention_employee_count": 1,
+            },
+            "生成 9 条快照",
+        ),
+    ],
+)
+def test_schedule_digital_employee_task_runs_real_service(
+    monkeypatch,
+    task_type,
+    code,
+    method_path,
+    summary,
+    expected_text,
+) -> None:
+    def parse_for_run(self, request, run_id):  # noqa: ANN001
+        return OntologyParseResult(
+            scenario="expense",
+            intent="risk_check",
+            entities=[],
+            permission=OntologyPermission(level="read", allowed=True, reason=""),
+            confidence=0.95,
+            missing_slots=[],
+            ambiguity=[],
+            clarification_required=False,
+            clarification_question=None,
+            run_id=run_id,
+        )
+
+    monkeypatch.setattr("app.services.ontology.SemanticOntologyService.parse_for_run", parse_for_run)
+    monkeypatch.setattr(method_path, lambda self, **kwargs: dict(summary))
+
+    session_factory = build_session_factory()
+    with session_factory() as db:
+        task = AgentAsset(
+            asset_type="task",
+            code=code,
+            name="数字员工任务",
+            description="",
+            domain="system",
+            scenario_json=["schedule"],
+            owner="pytest",
+            status="active",
+            current_version="v1.0.0",
+            working_version="v1.0.0",
+            published_version="v1.0.0",
+            config_json={"agent": "hermes", "task_type": task_type},
+        )
+        db.add(task)
+        db.commit()
+
+        response = OrchestratorService(db).run(
+            OrchestratorRequest(source="schedule", task_id=task.id, message=task.name)
+        )
+
+        run = db.query(AgentRun).filter_by(run_id=response.run_id).one()
+        assert response.status == "succeeded"
+        assert response.result["report_type"] == task_type
+        assert expected_text in response.result["message"]
+        assert run.route_json["job_type"] == task_type
+        assert run.route_json["task_code"] == code
+
+
 def test_review_next_step_run_submits_existing_claim_and_returns_draft_payload(
     monkeypatch,
 ) -> None:
@@ -707,8 +788,8 @@ def test_orchestrator_application_session_guides_transport_amount_and_submit(
         assert fourth.status == "succeeded"
         assert fourth.result["clarification_required"] is False
         assert fourth.result["missing_slots"] == []
-        assert "当前操作已完成，单据已经推送给 陈硕 进行审核，请耐心等待" in fourth.result["answer"]
-        assert "当前状态：陈硕审核中" in fourth.result["answer"]
+        assert "申请单据已生成，并已进入审批流程" in fourth.result["answer"]
+        assert "系统已推送给 陈硕 审核，当前节点：陈硕审核中" in fourth.result["answer"]
         assert fourth.result["suggested_actions"] == []
         application_claims = [
             claim
@@ -808,5 +889,5 @@ def test_orchestrator_application_submit_bypasses_generic_operation_block(
         assert submitted.requires_confirmation is False
         assert "操作类请求需要人工审批确认" not in submitted.result["answer"]
         assert "当前仅返回确认摘要" not in submitted.result["answer"]
-        assert "当前操作已完成，单据已经推送给 陈硕 进行审核，请耐心等待" in submitted.result["answer"]
+        assert "申请单据已生成，并已进入审批流程" in submitted.result["answer"]
         assert submitted.result["draft_payload"]["status"] == "submitted"