taskflow
Coordinate multi-step detached tasks as one durable TaskFlow job with owner context, state, waits, and child tasks.
Install via CLI (Recommended)
clawhub install openclaw/openclaw/skills/taskflowTaskFlow
Use TaskFlow when a job needs to outlive one prompt or one detached run, but you still want one owner session, one return context, and one place to inspect or resume the work.
When to use it
- Multi-step background work with one owner
- Work that waits on detached ACP or subagent tasks
- Jobs that may need to emit one clear update back to the owner
- Jobs that need small persisted state between steps
- Plugin or tool work that must survive restarts and revision conflicts cleanly
What TaskFlow owns
- flow identity
- owner session and requester origin
currentStep,stateJson, andwaitJson- linked child tasks and their parent flow id
- finish, fail, cancel, waiting, and blocked state
- revision tracking for conflict-safe mutations
It does not own branching or business logic. Put that in Lobster, acpx, or the calling code.
Current runtime shape
Canonical plugin/runtime entrypoint:
api.runtime.tasks.flowapi.runtime.taskFlowstill exists as an alias, butapi.runtime.tasks.flowis the canonical shape
Binding:
api.runtime.tasks.flow.fromToolContext(ctx)when you already have trusted tool context withsessionKeyapi.runtime.tasks.flow.bindSession({ sessionKey, requesterOrigin })when your binding layer already resolved the session and delivery context
Managed-flow lifecycle:
createManaged(...)runTask(...)setWaiting(...)when waiting on a person or an external systemresume(...)when work can continuefinish(...)orfail(...)requestCancel(...)orcancel(...)when the whole job should stop
Design constraints
- Use managed TaskFlows when your code owns the orchestration.
- One-task mirrored flows are created by core runtime for detached ACP/subagent work; this skill is mainly about managed flows.
- Treat
stateJsonas the persisted state bag. There is no separatesetFlowOutputorappendFlowOutputAPI. - Every mutating method after creation is revision-checked. Carry forward the latest
flow.revisionafter each successful mutation. runTask(...)links the child task to the flow. Use it instead of manually creating detached tasks when you want parent orchestration.
Example shape
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 classify = taskFlow.runTask({
flowId: created.flowId,
runtime: "acp",
childSessionKey: "agent:main:subagent:classifier",
runId: "inbox-classify-1",
task: "Classify inbox messages",
status: "running",
startedAt: Date.now(),
lastEventAt: Date.now(),
});
if (!classify.created) {
throw new Error(classify.reason);
}
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-openclaw-taskflow": {
"enabled": true,
"auto_update": true
}
}
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