By default, the AI can return any action type (free-form). Set allowed_actions to constrain it to a specific list — the AI can only return values from this list.
Format: domain.resource.action (snake_case, 3 segments). Max 10 action types.When a run completes, every action’s type is guaranteed to be in this list:
const run = await agent.run({ input: { last_message: 'I want a refund for order #1234' } });for (const action of run.actions) { switch (action.type) { case 'support.refund.process': await processRefund(action.payload); break; case 'support.ticket.create': await createTicket(action.payload); break; case 'support.escalation.request': await notifyEscalation(action.payload); break; }}
Without allowed_actions, the AI invents action types freely — useful for prototyping but unpredictable in production. Add constraints once you know your action types.
required instructs the AI to always fill the field — it does not guarantee a value.
Always validate on your end before processing actions.
Use an ActionRegistry to route agent actions to your service objects:
import { ActionRegistry } from '@whatsrb/cloud';const registry = new ActionRegistry();registry .register('create_task', (payload) => createTask(payload)) .register('create_ticket', (payload) => createTicket(payload));// Dispatch all actions from a completed runconst run = await agent.run({ input: { last_message: 'Fix the AC in room 107' } });run.dispatch(registry);
Per-action confirmation statuses (null in auto mode)
actionsDecidedAt
string
Timestamp when all actions were decided
isPending
boolean
Status is pending
isCompleted
boolean
Status is completed
isFailed
boolean
Status is failed
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