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-triageClawHub installer
npx clawhub@latest install openclaw/taskflow-inbox-triageOpenClaw CLI
openclaw skills install openclaw/taskflow-inbox-triageWhat 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
- Create one flow for the inbox batch.
- Run one detached task to classify new items.
- Persist the routing state in
stateJson. - Move to
waitingonly when an outside reply is required. - Resume the flow when classification or human input completes.
- 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