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taskflow-inbox-triage

这是基于TaskFlow的收件箱分流实现示例,核心功能是对批量收件箱消息按意向分类处理:业务类发至Slack等待回复,个人类即时通知主人,其他类留存做日终汇总。典型场景为需批量处理收件箱消息的场景,还提供状态结构示例及Runtime调用代码,助力快速实现该分流逻辑。

1yihui
1yihui
热度 10.06
最近更新 2026-09-16 05:32:39
分类:开发依赖:MCP 服务 / 代码执行应用场景:任务管理 / 工作流 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add taskflow-inbox-triage
Metadata
name
taskflow-inbox-triage
description
Example TaskFlow authoring pattern for inbox triage. Use when messages need different treatment based on intent, with some routes notifying immediately, some waiting on outside answers, and others rolling into a later summary.
metadata
{"openclaw":{"emoji":"📥"}}

TaskFlow inbox triage

This is a concrete example of how to think about TaskFlow without turning the core runtime into a DSL.

Goal

Triage inbox items with one owner flow:

  • business → post to Slack and wait for reply
  • personal → notify the owner now
  • everything else → keep for end-of-day summary

Pattern

  1. Create one flow for the inbox batch.
  2. Run one detached task to classify new items.
  3. Persist the routing state in stateJson.
  4. Move to waiting only when an outside reply is required.
  5. Resume the flow when classification or human input completes.
  6. Finish when the batch has been routed.

Suggested stateJson shape

{
  "businessThreads": [],
  "personalItems": [],
  "eodSummary": []
}

Suggested waitJson when blocked on Slack:

{
  "kind": "reply",
  "channel": "slack",
  "threadKey": "slack:thread-1"
}

Minimal runtime calls

const taskFlow = api.runtime.tasks.flow.fromToolContext(ctx);

const created = taskFlow.createManaged({
  controllerId: "my-plugin/inbox-triage",
  goal: "triage inbox",
  currentStep: "classify",
  stateJson: {
    businessThreads: [],
    personalItems: [],
    eodSummary: [],
  },
});

const child = taskFlow.runTask({
  flowId: created.flowId,
  runtime: "acp",
  childSessionKey: "agent:main:subagent:classifier",
  task: "Classify inbox messages",
  status: "running",
  startedAt: Date.now(),
  lastEventAt: Date.now(),
});

if (!child.created) {
  throw new Error(child.reason);
}

const waiting = taskFlow.setWaiting({
  flowId: created.flowId,
  expectedRevision: created.revision,
  currentStep: "await_business_reply",
  stateJson: {
    businessThreads: ["slack:thread-1"],
    personalItems: [],
    eodSummary: [],
  },
  waitJson: {
    kind: "reply",
    channel: "slack",
    threadKey: "slack:thread-1",
  },
});

if (!waiting.applied) {
  throw new Error(waiting.code);
}

const resumed = taskFlow.resume({
  flowId: waiting.flow.flowId,
  expectedRevision: waiting.flow.revision,
  status: "running",
  currentStep: "route_items",
  stateJson: waiting.flow.stateJson,
});

if (!resumed.applied) {
  throw new Error(resumed.code);
}

taskFlow.finish({
  flowId: resumed.flow.flowId,
  expectedRevision: resumed.flow.revision,
  stateJson: resumed.flow.stateJson,
});

Related example

  • skills/taskflow/examples/inbox-triage.lobster