OpenClaw · Skill

taskflow-inbox-triage

Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.

Skills
vOfficial

Install

Start with the primary install command. Alternate entrypoints are included below for ClawHub and OpenClaw CLI users.

Primary command

openclaw install openclaw/taskflow-inbox-triage

ClawHub installer

npx clawhub@latest install openclaw/taskflow-inbox-triage

OpenClaw CLI

openclaw skills install openclaw/taskflow-inbox-triage

What this skill does

Example TaskFlow pattern for inbox triage, intent routing, waiting on replies, and later summaries.

Typical use cases

Install this skill when you want a reusable OpenClaw workflow with clearer instructions than a one-off prompt.

Source instructions

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

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