+ 深化后的智能评估子系统
+ 四个深模块各守一职,web 层退回纯 HTTP 翻译与启停接线。
+
+flowchart TB
+ APP["web/app.py(174 行)
lifespan 只做启停"] -->|"start() / stop()"| SCH
+ ROUTER["routers(HTTP 翻译)"] -->|"approve / cancel / submit_report"| LC
+ subgraph SCH["scheduler.py — 节奏(deep)"]
+ direction TB
+ S1["scan_once 扫描节拍"]
+ S2["触发原语 docker exec"]
+ end
+ SCH -.调用.-> LC
+ SCH -.补录.-> DL
+ subgraph LC["lifecycle.py — 状态机(deep)"]
+ direction TB
+ L1["_TRANSITIONS 唯一真相"]
+ L2["fail_eval 判失败接缝(表校验+CAS)"]
+ end
+ subgraph DL["decision_logs.py — 留痕(deep)"]
+ direction TB
+ D1["create(agent 上报·去重)"]
+ D2["append(平台落账·纯追加)"]
+ D3["count_decisions 计数原语"]
+ end
+ subgraph DOM["domain.py — 调度知识(deep)"]
+ direction TB
+ M1["时段解析 · 欠账 · 优先级"]
+ end
+ LC -.计数.-> DL
+ SCH -.入队.-> TQ["task_queue.py"]
+ TQ -.调度知识.-> DOM
+ LC -.落账.-> DL
+ classDef deep fill:#0f172a,color:#e2e8f0,stroke:#0f172a,stroke-width:3px;
+ class SCH,S1,S2,LC,L1,L2,DL,D1,D2,D3,DOM,M1 deep
+
+
+
+