智能营销 Agent 系统

graph TD
  Member[营销团队成员] --> Role[业务角色]
  Role --> Targets[业务目标 / 季度目标]
  Targets --> Goal[Goal\n长期、独立、可分享、可调整]
  Goal --> Context[Goal 上下文\n目标、约束、历史状态]
  Goal --> TaskA[营销任务 A]
  Goal --> TaskB[营销任务 B]
  Goal --> TaskN[营销任务 N]
  TaskA --> Update[阶段性结果与进度更新]
  TaskB --> Update
  TaskN --> Update
  Update --> Goal
  Goal --> Next[后续任务持续加入]
  classDef goal fill:#e1f0ed,stroke:#0c6b62,color:#17212b,stroke-width:2px;
  classDef task fill:#ffffff,stroke:#9baab2,color:#17212b;
  class Goal,Context goal;
  class Member,Role,Targets,TaskA,TaskB,TaskN,Update,Next task;
        

graph TD
  Goal[Goal 生命周期] --> Parallel[通用流与业务流\n并发共存、互不阻塞]
  Parallel --> React
  Parallel --> GraphExec

  User[用户] --> React[通用流：ReAct Agent\n用户发起会话、查询、状态解析]
  React --> Snapshot[业务图快照查询 Tool]
  React --> Adjust[业务图调整 Tool]

  GraphExec[业务流：Graph Execution\nAgent 主动推进、动态节点编排、任务执行]
  GraphExec --> Status[业务图状态 / 节点结果 / 任务进度]
  GraphExec --> Handoff{需要人工干预\n或确认？}
  Handoff -->|是| User
  Handoff -->|否| GraphExec

  React -. 当前会话上下文注入 .-> GraphExec
  Snapshot -. 查询当前图状态 .-> Status
  Adjust -. 介入调整业务图 .-> GraphExec

  classDef goal fill:#e1f0ed,stroke:#0c6b62,color:#17212b,stroke-width:2px;
  classDef react fill:#e2f0f4,stroke:#15708c,color:#17212b;
  classDef business fill:#f9e8da,stroke:#b65b22,color:#17212b;
  class Goal goal;
  class User,React,Snapshot,Adjust react;
  class GraphExec,Status,Handoff business;
        

graph TD
  Need[营销需求 / 任务待办] --> Resolve[解析需求与当前任务状态]
  Resolve --> Compose[选择并动态编排\n已有业务节点]
  Compose --> Build[生成业务图]
  Build --> Load[加载执行上下文]
  GoalCtx[Goal 上下文] --> Load
  ChatCtx[当前通用流会话上下文] --> Load
  Load --> Run[执行当前节点]
  Run --> State[发布节点状态与产出]
  State --> Gate{是否需要\n人工干预或确认？}
  Gate -->|需要| Handoff[Hand off 至通用流]
  Handoff --> Human[用户确认 / 调整]
  Human --> Replan[调整图或恢复执行]
  Replan --> Run
  Gate -->|不需要| Next{是否还有\n后续节点？}
  Next -->|有| Run
  Next -->|无| Update[更新任务阶段结果]
  Update --> GoalUpdate[更新 Goal 状态与进度]
  GoalUpdate --> FollowUp[等待或接收后续营销任务]

  classDef source fill:#e1f0ed,stroke:#0c6b62,color:#17212b;
  classDef action fill:#f9e8da,stroke:#b65b22,color:#17212b;
  classDef handoff fill:#e2f0f4,stroke:#15708c,color:#17212b;
  class GoalCtx,ChatCtx source;
  class Resolve,Compose,Build,Load,Run,State,Gate,Next,Update,GoalUpdate,FollowUp action;
  class Handoff,Human,Replan handoff;
        

graph TD
  Current[当前营销任务图] --> Need{当前阶段需要\n其他角色协作？}
  Need -->|否| Continue[继续执行当前任务图]
  Need -->|是| Card[协作卡片\n选择协作者、任务要求、验收标准]
  Card --> Fork[Fork 当前 Goal 与任务状态]
  Fork --> Package[携带当前阶段上下文\n目标、任务状态、输入、约束]
  Package --> Dispatch[创建协作任务并指派给协作者]
  Dispatch --> Feishu[飞书提醒]
  Feishu --> Collaborator[协作者接收任务]
  Collaborator --> Work[进入系统完成协作任务]
  Work --> Return[完成后 handoff 回派发者]
  Return --> Accept{派发者验收通过？}
  Accept -->|是| Update[更新当前任务阶段状态]
  Update --> Continue
  Accept -->|否| ReDispatch[补充反馈并二次派发]
  ReDispatch --> Dispatch

  classDef source fill:#e1f0ed,stroke:#0c6b62,color:#17212b;
  classDef action fill:#f9e8da,stroke:#b65b22,color:#17212b;
  classDef human fill:#e2f0f4,stroke:#15708c,color:#17212b;
  class Current,Need,Continue,Update source;
  class Card,Fork,Package,Dispatch,Accept,ReDispatch action;
  class Feishu,Collaborator,Work,Return human;
        

graph TD
  Runtime[Goal + 双流 Agent + 任务 Graph] --> Foundation[系统基础能力层]
  Foundation --> Cards[卡片类型与交互\n展示、操作、确认、指派、验收]
  Foundation --> GoalView[Goal 状态显示\n目标进度、健康度、阶段、待办]
  Foundation --> GraphView[任务 Graph 进展与状态\n节点状态、依赖、阻塞、执行轨迹]
  Foundation --> Artifact[阶段产物展示\n文档、数据、结论、审批结果]
  Foundation --> Knowledge[知识库沉淀与检索装载\n沉淀经验、索引检索、上下文注入]

  Cards --> UserAction[用户操作 / Agent 触发]
  GoalView --> Decision[判断下一步与是否需要介入]
  GraphView --> Decision
  Artifact --> Knowledge
  Knowledge --> Context[装载到通用流、业务流和协作任务上下文]
  Context --> Runtime
  UserAction --> Runtime

  classDef runtime fill:#e1f0ed,stroke:#0c6b62,color:#17212b,stroke-width:2px;
  classDef foundation fill:#f9e8da,stroke:#b65b22,color:#17212b,stroke-width:2px;
  classDef capability fill:#e2f0f4,stroke:#15708c,color:#17212b;
  class Runtime,Context runtime;
  class Foundation foundation;
  class Cards,GoalView,GraphView,Artifact,Knowledge,UserAction,Decision capability;