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Upstash Workflow JS

UpstashOfficialCreated by Upstash

  • Skill
  • Tool integration
  • Cloud and DevOps
  • MIT
  • Medium risk

From the author

Work with the @upstash/workflow TypeScript/JavaScript SDK for durable, long-running workflows in serverless functions, multi-step processes that survive timeouts, retries, and restarts (built on QStash). Use when defining a workflow endpoint with serve(), running steps with context.run, sleeping for minutes to days without holding a function open, calling external APIs with context.call, waiting for an external event or webhook, invoking other workflows, configuring retries, failure callbacks, and a DLQ, controlling concurrency, rate, and parallelism, triggering, cancelling, or inspecting runs with the Workflow client, building AI agents and orchestrators, human-in-the-loop approvals, realtime updates, local development with the QStash dev server, adding middleware, or migrating workflows safely. Also use when the user asks for durable execution, step functions, saga or orchestration patterns, background jobs with checkpoints, or long-running tasks on Vercel, Next.js, Cloudflare Workers, or other serverless
— the description by Upstash

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The Upstash Workflow SDK enables developers to create reliable, multi-step workflows within serverless environments. By leveraging QStash, it allows functions to survive timeouts, retries, and restarts, effectively managing long-running processes that span minutes or days without keeping the underlying function execution active. It supports complex orchestration patterns, including step-by-step execution, external API calls, event waiting, human-in-the-loop approvals, and sophisticated flow control.

What it does

  • Exposes serverless endpoints for durable workflow execution.
  • Manages multi-step processes that persist across function restarts and timeouts.
  • Provides tools for flow control, including concurrency, rate limiting, and parallelism.
  • Supports advanced patterns like cross-workflow invocation and waiting for external events.
  • Enables local development and testing via the QStash dev server.
  • Facilitates human-in-the-loop workflows and real-time updates.

When to use it

  • When building long-running tasks that exceed standard serverless function execution limits.
  • When implementing saga or orchestration patterns in a distributed system.
  • When you need reliable background jobs with built-in checkpointing and retries.
  • When building AI agents or orchestrators that require stateful, multi-step execution.
  • When integrating human approval steps into automated backend processes.

Advantages

  • Eliminates the need to hold serverless functions open for long durations.
  • Built-in support for retries, failure callbacks, and dead-letter queues.
  • Seamless integration with popular serverless platforms like Vercel and Cloudflare Workers.
  • Simplifies complex state management for asynchronous operations.

Usage examples

“How do I define a basic two-step workflow using the Upstash SDK?”
The agent provides a code snippet using the serve() function and context.run() to define sequential steps that persist across execution.
“How can I trigger a workflow from my existing backend code?”
The agent demonstrates initializing the Workflow Client with a QStash token and using the trigger() method to initiate the workflow URL.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/upstash/upstash-workflow-js/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip upstash-workflow-js.zip -d .agents/skills

Documentation by Upstash

Upstash Workflow SDK

Bundled docs and source

Before writing or debugging SDK code, check node_modules/@upstash/workflow/docs/ for bundled docs and node_modules/@upstash/workflow/src/ for readable TypeScript source. Read and search the relevant files when present; otherwise use the references in this skill.

Quick Start

The Upstash Workflow SDK lets you expose serverless workflow endpoints and run them reliably using QStash under the hood.

Install:

npm install @upstash/workflow

Define a simple workflow endpoint:

import { serve } from "@upstash/workflow";

export const { POST } = serve(async (context) => {
  await context.run("step-1", () => console.log("step 1"));
  await context.run("step-2", () => console.log("step 2"));
});

Trigger it from your backend:

import { Client } from "@upstash/workflow";

const client = new Client({ token: process.env.QSTASH_TOKEN! });
await client.trigger({ url: "https://your-app.com/api/workflow" });

Other Skill Files

These files contain the full documentation. Use them for details, patterns, and advanced behavior.

  • basics:

    • basics/serve – How to expose workflow endpoints.

    • basics/context – Full API for workflow context (steps, waits, webhooks, events, invoke, etc.).

    • basics/client – Using the Workflow client to trigger, cancel, inspect, and notify runs.

  • features:

    • features/invoke – Cross‑workflow invocation.

    • features/reliability – Retries, failure callbacks, and DLQ.

    • features/flow-control – Rate limits, concurrency, and parallelism.

    • features/wait-for-event – Notify and wait-for-event patterns.

    • features/webhooks – Webhook creation and consumption.

  • how to:

    • how-to/local-dev – Local QStash dev server (auto via QSTASH_DEV=true) and tunneling.

    • how-to/realtime – Realtime and human‑in‑the‑loop workflows.

    • how-to/migrations – Migrating workflows safely.

    • how-to/middleware – Adding middleware to workflows.

  • other files:

    • rest-api – Low-level REST endpoints for interacting with QStash/Workflow.

    • troubleshooting – Common debugging and environment issues.

    • agents – Using Workflow with agents, orchestrators, and automation patterns.

Files

troubleshooting.md

Workflow Troubleshooting (TypeScript)

This guide provides clear, TypeScript‑focused patterns for diagnosing and fixing common issues in Upstash Workflow. It highlights correct usage of core workflow features and shows how to avoid pitfalls that commonly occur in real applications.


Steps Inside try/catch

Workflow steps (context.run, context.sleep, context.sleepUntil, context.call) intentionally throw WorkflowAbort after completing. Catching this error prevents the workflow engine from progressing.

Correct pattern: rethrow WorkflowAbort or avoid try/catch around steps.

import { WorkflowAbort } from "@upstash/workflow";

try {
  // Any step will throw WorkflowAbort
  const result = await context.run("step", () => "ok");
} catch (err) {
  if (err instanceof WorkflowAbort) throw err; // required
  // handle real errors
}

If you must handle errors, move the try/catch into the function passed to context.run.


requestPayload Becoming Undefined

During context.call, the workflow endpoint is invoked multiple times internally. Before the first step executes, context.requestPayload may appear undefined.

Fix: capture the payload via a step:

export const { POST } = serve(async (context) => {
  const payload = await context.run("get-payload", () => context.requestPayload);

  // payload remains stable even during context.call
  await context.call("my-call", {
    url: "https://example.com",
    body: payload,
  });
});

Header considerations: When triggering workflows, ensure payload‑friendly headers like:

  • Content-Type: text/plain

  • Content-Type: application/json


Signature Verification Failures

If QStash request verification fails:

  • Ensure the workflow is triggered through QStash (client.trigger or publish)

  • Verify QSTASH_CURRENT_SIGNING_KEY and QSTASH_NEXT_SIGNING_KEY

  • Pass appropriate Content-Type headers when triggering

Error looks like:

Failed to verify that the Workflow request comes from QStash: ...

Authorization Errors from Early Returns

If your workflow returns before running any step, the SDK interprets this as failed authorization:

HTTP 400 – Failed to authenticate Workflow request.

To safely perform non‑deterministic checks, wrap them in a step:

export const { POST } = serve(async (context) => {
  const shouldExit = await context.run("check-condition", () => Math.random() > 0.5);
  if (shouldExit) return;

  // remaining workflow
});

Retry Configuration

Retries come from two locations:

  • Workflow start (client.trigger): default 3, applies to workflow steps

  • context.call: default 0

  • context.invoke: default 0

Use these in combination to tune behavior correctly.


Verbose Mode Diagnostics

Enable verbose logging to debug rare edge cases:

serve(handler, { verbose: true });

Useful warnings include:

  • Localhost in workflow URL

  • Duplicate step execution

  • Network response anomalies

  • Parallel context.call race warnings

Each of these indicates environmental or routing issues rather than workflow logic problems.


HTTPS Protocol Issues (Proxy Environments)

If deployed behind a proxy that downgrades HTTPS → HTTP (e.g., Railway), the SDK may infer the wrong protocol.

Fix: explicitly set:

UPSTASH_WORKFLOW_URL=https://your-deployment-url

Workflow Stuck on First Step

If the first step appears stuck:

  • Check step logs in the dashboard

  • Ensure the endpoint URL is correct and reachable

  • Verify SDK versions

  • If inference is failing, explicitly set baseUrl:

serve(handler, { baseUrl: "https://your-url" });

Non‑workflow Destination Error

Occurs when triggering a non‑workflow endpoint or using mismatched SDK versions.

detected a non-workflow destination for trigger/invoke

Ensure:

  • The URL points to a serve() workflow endpoint

  • Both caller and workflow endpoint use the latest SDK


Vercel Preview Deployment Protection

Preview deployments block external requests unless bypassed.

Steps:

  1. Create a bypass secret in Vercel → Deployment Protection

  2. Add it to the QStash client + pass it when triggering

import { Client as QStash } from "@upstash/qstash";
import { serve } from "@upstash/workflow/nextjs";

export const { POST } = serve(
  async (context) => {
    // workflow logic
  },
  {
    qstashClient: new QStash({
      token: process.env.QSTASH_TOKEN!,
      headers: {
        "x-vercel-protection-bypass": process.env.VERCEL_AUTOMATION_BYPASS_SECRET!,
      },
    }),
  }
);

// Triggering
await client.trigger({
  url: "https://preview.vercel.app/workflow",
  headers: {
    "x-vercel-protection-bypass": process.env.VERCEL_AUTOMATION_BYPASS_SECRET!,
  },
  body: "hello",
});

Both trigger header and client header are required.

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs Node.js

Security

What our scanner noticed· Medium risk

  • Possible data-exfiltration endpoints

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
Upstash
Publisher
Upstash (Official)
Source
upstash/skills · skills/upstash-workflow-js · commit 9f9e3e5
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by Upstash.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download upstash-workflow-js.zip