Imported from Abhayanthk/nextflow (AGENTS.md). Install upstream with npx skills add Abhayanthk/nextflow. Copyright stays with the author.

This is NOT the Next.js you know

This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in node_modules/next/dist/docs/ before writing any code. Heed deprecation notices.

Trigger.dev Realtime (v4)

Real-time monitoring and updates for runs

Core Concepts

Realtime allows you to:

• Subscribe to run status changes, metadata updates, and streams
• Build real-time dashboards and UI updates
• Monitor task progress from frontend and backend

Authentication

Public Access Tokens

import { auth } from "@trigger.dev/sdk";

// Read-only token for specific runs
const publicToken = await auth.createPublicToken({
  scopes: {
    read: {
      runs: ["run_123", "run_456"],
      tasks: ["my-task-1", "my-task-2"],
    },
  },
  expirationTime: "1h", // Default: 15 minutes
});

Trigger Tokens (Frontend only)

// Single-use token for triggering tasks
const triggerToken = await auth.createTriggerPublicToken("my-task", {
  expirationTime: "30m",
});

Backend Usage

Subscribe to Runs

import { runs, tasks } from "@trigger.dev/sdk";

// Trigger and subscribe
const handle = await tasks.trigger("my-task", { data: "value" });

// Subscribe to specific run
for await (const run of runs.subscribeToRun<typeof myTask>(handle.id)) {
  console.log(`Status: ${run.status}, Progress: ${run.metadata?.progress}`);
  if (run.status === "COMPLETED") break;
}

// Subscribe to runs with tag
for await (const run of runs.subscribeToRunsWithTag("user-123")) {
  console.log(`Tagged run ${run.id}: ${run.status}`);
}

// Subscribe to batch
for await (const run of runs.subscribeToBatch(batchId)) {
  console.log(`Batch run ${run.id}: ${run.status}`);
}

Realtime Streams v2 (Recommended)

import { streams, InferStreamType } from "@trigger.dev/sdk";

// 1. Define streams (shared location)
export const aiStream = streams.define<string>({
  id: "ai-output",
});

export type AIStreamPart = InferStreamType<typeof aiStream>;

// 2. Pipe from task
export const streamingTask = task({
  id: "streaming-task",
  run: async (payload) => {
    const completion = await openai.chat.completions.create({
      model: "gpt-4",
      messages: [{ role: "user", content: payload.prompt }],
      stream: true,
    });

    const { waitUntilComplete } = aiStream.pipe(completion);
    await waitUntilComplete();
  },
});

// 3. Read from backend
const stream = await aiStream.read(runId, {
  timeoutInSeconds: 300,
  startIndex: 0, // Resume from specific chunk
});

for await (const chunk of stream) {
  console.log("Chunk:", chunk); // Fully typed
}

Enable v2 by upgrading to 4.1.0 or later.

React Frontend Usage

Installation

npm add @trigger.dev/react-hooks

Triggering Tasks

"use client";
import { useTaskTrigger, useRealtimeTaskTrigger } from "@trigger.dev/react-hooks";
import type { myTask } from "../trigger/tasks";

function TriggerComponent({ accessToken }: { accessToken: string }) {
  // Basic trigger
  const { submit, handle, isLoading } = useTaskTrigger<typeof myTask>("my-task", {
    accessToken,
  });

  // Trigger with realtime updates
  const {
    submit: realtimeSubmit,
    run,
    isLoading: isRealtimeLoading,
  } = useRealtimeTaskTrigger<typeof myTask>("my-task", { accessToken });

  return (
    <div>
      <button onClick={() => submit({ data: "value" })} disabled={isLoading}>
        Trigger Task
      </button>

      <button onClick={() => realtimeSubmit({ data: "realtime" })} disabled={isRealtimeLoading}>
        Trigger with Realtime
      </button>

      {run && <div>Status: {run.status}</div>}
    </div>
  );
}

Subscribing to Runs

"use client";
import { useRealtimeRun, useRealtimeRunsWithTag } from "@trigger.dev/react-hooks";
import type { myTask } from "../trigger/tasks";

function SubscribeComponent({ runId, accessToken }: { runId: string; accessToken: string }) {
  // Subscribe to specific run
  const { run, error } = useRealtimeRun<typeof myTask>(runId, {
    accessToken,
    onComplete: (run) => {
      console.log("Task completed:", run.output);
    },
  });

  // Subscribe to tagged runs
  const { runs } = useRealtimeRunsWithTag("user-123", { accessToken });

  if (error) return <div>Error: {error.message}</div>;
  if (!run) return <div>Loading...</div>;

  return (
    <div>
      <div>Status: {run.status}</div>
      <div>Progress: {run.metadata?.progress || 0}%</div>
      {run.output && <div>Result: {JSON.stringify(run.output)}</div>}

      <h3>Tagged Runs:</h3>
      {runs.map((r) => (
        <div key={r.id}>
          {r.id}: {r.status}
        </div>
      ))}
    </div>
  );
}

Realtime Streams with React

"use client";
import { useRealtimeStream } from "@trigger.dev/react-hooks";
import { aiStream } from "../trigger/streams";

function StreamComponent({ runId, accessToken }: { runId: string; accessToken: string }) {
  // Pass defined stream directly for type safety
  const { parts, error } = useRealtimeStream(aiStream, runId, {
    accessToken,
    timeoutInSeconds: 300,
    throttleInMs: 50, // Control re-render frequency
  });

  if (error) return <div>Error: {error.message}</div>;
  if (!parts) return <div>Loading...</div>;

  const text = parts.join(""); // parts is typed as AIStreamPart[]

  return <div>Streamed Text: {text}</div>;
}

Wait Tokens

"use client";
import { useWaitToken } from "@trigger.dev/react-hooks";

function WaitTokenComponent({ tokenId, accessToken }: { tokenId: string; accessToken: string }) {
  const { complete } = useWaitToken(tokenId, { accessToken });

  return <button onClick={() => complete({ approved: true })}>Approve Task</button>;
}

SWR Hooks (Fetch Once)

"use client";
import { useRun } from "@trigger.dev/react-hooks";
import type { myTask } from "../trigger/tasks";

function SWRComponent({ runId, accessToken }: { runId: string; accessToken: string }) {
  const { run, error, isLoading } = useRun<typeof myTask>(runId, {
    accessToken,
    refreshInterval: 0, // Disable polling (recommended)
  });

  if (isLoading) return <div>Loading...</div>;
  if (error) return <div>Error: {error.message}</div>;

  return <div>Run: {run?.status}</div>;
}

Run Object Properties

Key properties available in run subscriptions:

• id: Unique run identifier
• status: QUEUED, EXECUTING, COMPLETED, FAILED, CANCELED, etc.
• payload: Task input data (typed)
• output: Task result (typed, when completed)
• metadata: Real-time updatable data
• createdAt, updatedAt: Timestamps
• costInCents: Execution cost

Best Practices

• Use Realtime over SWR: Recommended for most use cases due to rate limits
• Scope tokens properly: Only grant necessary read/trigger permissions
• Handle errors: Always check for errors in hooks and subscriptions
• Type safety: Use task types for proper payload/output typing
• Cleanup subscriptions: Backend subscriptions auto-complete, frontend hooks auto-cleanup