Creating Temporal Workflows
This skill guides you through creating Temporal workflows for durable background processing.
Quick Reference Files Structure (per queue) temporal/your_queue/ ├── config.ts # Queue name and version ├── helpers.ts # Workflow ID generators ├── activities.ts # Activity implementations (DB, API calls) ├── workflows.ts # Workflow orchestration ├── worker.ts # Worker setup └── client.ts # Workflow launcher functions
Key Concepts Workflow: Durable, deterministic function that orchestrates activities Activity: Non-deterministic function with side effects (DB, API calls) Task Queue: Named queue where workflows/activities execute Workflow ID: Unique identifier for idempotency Step-by-Step Implementation Step 1: Create Queue Configuration
Create temporal/your_queue/config.ts:
const QUEUE_VERSION = 1;
export const QUEUE_NAME = your-queue-v${QUEUE_VERSION};
Step 2: Create Workflow ID Helper
Create temporal/your_queue/helpers.ts:
export function makeYourWorkflowId({ entityId }: { entityId: string }): string {
return your-workflow-${entityId};
}
Important: Workflow IDs must be deterministic (same inputs = same ID) for idempotency.
Step 3: Create Activities
Create temporal/your_queue/activities.ts:
import { YourResource } from "@app/lib/resources/your_resource"; import logger from "@app/logger/logger";
export async function yourActivity({
entityId,
workspaceId,
}: {
entityId: string;
workspaceId: number;
}): PromiseEntity not found: ${entityId});
}
const result = await entity.doSomething();
if (result.isErr()) {
logger.error({ entityId, error: result.error }, "Failed to process entity");
throw new Error(Failed to process: ${result.error.message});
}
}
Guidelines: Activities perform side effects, can throw (Temporal retries), should be idempotent.
Step 4: Create Workflow
Create temporal/your_queue/workflows.ts:
import { proxyActivities } from "@temporalio/workflow"; import type * as activities from "@app/temporal/your_queue/activities";
const { yourActivity } = proxyActivities
export async function yourWorkflow({
entityId,
workspaceId,
}: {
entityId: string;
workspaceId: number;
}): Promise
Guidelines: Workflows are deterministic - no Math.random(), Date.now(), etc.
Step 5: Create Client Launcher
Create temporal/your_queue/client.ts:
import { WorkflowExecutionAlreadyStartedError } from "@temporalio/client"; import { getTemporalClientForFrontNamespace } from "@app/lib/temporal"; import logger from "@app/logger/logger"; import { QUEUE_NAME } from "@app/temporal/your_queue/config"; import { makeYourWorkflowId } from "@app/temporal/your_queue/helpers"; import { yourWorkflow } from "@app/temporal/your_queue/workflows"; import type { Result } from "@app/types"; import { Err, normalizeError, Ok } from "@app/types";
export async function launchYourWorkflow({
entityId,
workspaceId,
}: {
entityId: string;
workspaceId: number;
}): Promise
try { await client.workflow.start(yourWorkflow, { args: [{ entityId, workspaceId }], taskQueue: QUEUE_NAME, workflowId, memo: { entityId, workspaceId }, }); return new Ok(undefined); } catch (e) { if (!(e instanceof WorkflowExecutionAlreadyStartedError)) { logger.error({ workflowId, entityId, workspaceId, error: e }, "Failed starting workflow"); } return new Err(normalizeError(e)); } }
Step 6: Create Worker
Create temporal/your_queue/worker.ts:
import type { Context } from "@temporalio/activity"; import { Worker } from "@temporalio/worker"; import { getTemporalWorkerConnection, TEMPORAL_MAXED_CACHED_WORKFLOWS } from "@app/lib/temporal"; import { ActivityInboundLogInterceptor } from "@app/lib/temporal_monitoring"; import logger from "@app/logger/logger"; import * as activities from "@app/temporal/your_queue/activities"; import { getWorkflowConfig } from "@app/temporal/bundle_helper"; import { QUEUE_NAME } from "./config";
export async function runYourQueueWorker() { const { connection, namespace } = await getTemporalWorkerConnection();
const worker = await Worker.create({ ...getWorkflowConfig({ workerName: "your_queue", getWorkflowsPath: () => require.resolve("./workflows"), }), activities, taskQueue: QUEUE_NAME, maxCachedWorkflows: TEMPORAL_MAXED_CACHED_WORKFLOWS, maxConcurrentActivityTaskExecutions: 16, connection, namespace, interceptors: { activityInbound: [(ctx: Context) => new ActivityInboundLogInterceptor(ctx, logger)], }, });
await worker.run(); }
Step 7: Register Worker (Critical!)
Edit temporal/worker_registry.ts:
// 1. Add import import { runYourQueueWorker } from "@app/temporal/your_queue/worker";
// 2. Add to WorkerName type export type WorkerName = | "agent_loop" // ... existing workers | "your_queue"; // <- Add this
// 3. Add to workerFunctions mapping
export const workerFunctions: Record
Without registration, workflows will never execute!
Timeout & Retry Configuration
const { yourActivity } = proxyActivities
Validation Checklist Queue config created with versioned name Workflow ID helper is deterministic Activities handle errors properly Workflow uses proxyActivities with appropriate timeouts Client returns Result<> and handles WorkflowExecutionAlreadyStartedError Worker registered in worker_registry.ts Tested locally Reference Examples
See temporal/ directory for existing implementations.