with one click
trigger-realtime
// Subscribe to Trigger.dev task runs in real-time from frontend and backend. Use when building progress indicators, live dashboards, streaming AI/LLM responses, or React components that display task status.
// Subscribe to Trigger.dev task runs in real-time from frontend and backend. Use when building progress indicators, live dashboards, streaming AI/LLM responses, or React components that display task status.
Analyze Trigger.dev tasks, schedules, and runs for cost optimization opportunities. Use when asked to reduce spend, optimize costs, audit usage, right-size machines, or review task efficiency. Requires Trigger.dev MCP tools for run analysis.
AI agent patterns with Trigger.dev - orchestration, parallelization, routing, evaluator-optimizer, and human-in-the-loop. Use when building LLM-powered tasks that need parallel workers, approval gates, tool calling, or multi-step agent workflows.
Configure Trigger.dev projects with trigger.config.ts. Use when setting up build extensions for Prisma, Playwright, FFmpeg, Python, or customizing deployment settings.
Set up Trigger.dev in your project. Use when adding Trigger.dev for the first time, creating trigger.config.ts, or initializing the trigger directory.
Build AI agents, workflows and durable background tasks with Trigger.dev. Use when creating tasks, triggering jobs, handling retries, scheduling cron jobs, or implementing queues and concurrency control.
| name | trigger-realtime |
| description | Subscribe to Trigger.dev task runs in real-time from frontend and backend. Use when building progress indicators, live dashboards, streaming AI/LLM responses, or React components that display task status. |
Subscribe to task runs and stream data in real-time from frontend and backend.
import { auth } from "@trigger.dev/sdk";
// Read-only token for specific runs
const publicToken = await auth.createPublicToken({
scopes: {
read: {
runs: ["run_123"],
tasks: ["my-task"],
},
},
expirationTime: "1h",
});
// Pass this token to your frontend
const triggerToken = await auth.createTriggerPublicToken("my-task", {
expirationTime: "30m",
});
import { runs, tasks } from "@trigger.dev/sdk";
// Trigger and subscribe
const handle = await tasks.trigger("my-task", { data: "value" });
for await (const run of runs.subscribeToRun(handle.id)) {
console.log(`Status: ${run.status}`);
console.log(`Progress: ${run.metadata?.progress}`);
if (run.status === "COMPLETED") {
console.log("Output:", run.output);
break;
}
}
// Subscribe to tagged runs
for await (const run of runs.subscribeToRunsWithTag("user-123")) {
console.log(`Run ${run.id}: ${run.status}`);
}
// Subscribe to batch
for await (const run of runs.subscribeToBatch(batchId)) {
console.log(`Batch run ${run.id}: ${run.status}`);
}
npm add @trigger.dev/react-hooks
"use client";
import { useRealtimeTaskTrigger } from "@trigger.dev/react-hooks";
import type { myTask } from "../trigger/tasks";
function TaskTrigger({ accessToken }: { accessToken: string }) {
const { submit, run, isLoading } = useRealtimeTaskTrigger<typeof myTask>(
"my-task",
{ accessToken }
);
return (
<div>
<button
onClick={() => submit({ data: "value" })}
disabled={isLoading}
>
Start Task
</button>
{run && (
<div>
<p>Status: {run.status}</p>
<p>Progress: {run.metadata?.progress}%</p>
{run.output && <p>Result: {JSON.stringify(run.output)}</p>}
</div>
)}
</div>
);
}
"use client";
import { useRealtimeRun } from "@trigger.dev/react-hooks";
import type { myTask } from "../trigger/tasks";
function RunStatus({ runId, accessToken }: { runId: string; accessToken: string }) {
const { run, error } = useRealtimeRun<typeof myTask>(runId, {
accessToken,
onComplete: (run) => {
console.log("Completed:", run.output);
},
});
if (error) return <div>Error: {error.message}</div>;
if (!run) return <div>Loading...</div>;
return (
<div>
<p>Status: {run.status}</p>
<p>Progress: {run.metadata?.progress || 0}%</p>
</div>
);
}
"use client";
import { useRealtimeRunsWithTag } from "@trigger.dev/react-hooks";
function UserTasks({ userId, accessToken }: { userId: string; accessToken: string }) {
const { runs } = useRealtimeRunsWithTag(`user-${userId}`, { accessToken });
return (
<ul>
{runs.map((run) => (
<li key={run.id}>{run.id}: {run.status}</li>
))}
</ul>
);
}
// trigger/streams.ts
import { streams } from "@trigger.dev/sdk";
export const aiStream = streams.define<string>({
id: "ai-output",
});
import { task } from "@trigger.dev/sdk";
import { aiStream } from "./streams";
export const streamingTask = task({
id: "streaming-task",
run: async (payload: { prompt: string }) => {
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();
},
});
"use client";
import { useRealtimeStream } from "@trigger.dev/react-hooks";
import { aiStream } from "../trigger/streams";
function AIResponse({ runId, accessToken }: { runId: string; accessToken: string }) {
const { parts, error } = useRealtimeStream(aiStream, runId, {
accessToken,
throttleInMs: 50,
});
if (error) return <div>Error: {error.message}</div>;
if (!parts) return <div>Waiting for response...</div>;
return <div>{parts.join("")}</div>;
}
import { task, wait } from "@trigger.dev/sdk";
export const approvalTask = task({
id: "approval-task",
run: async (payload) => {
// Process initial data
const processed = await processData(payload);
// Wait for human approval
const approval = await wait.forToken<{ approved: boolean }>({
token: `approval-${payload.id}`,
timeoutInSeconds: 86400, // 24 hours
});
if (approval.approved) {
return await finalizeData(processed);
}
throw new Error("Not approved");
},
});
"use client";
import { useWaitToken } from "@trigger.dev/react-hooks";
function ApprovalButton({ tokenId, accessToken }: { tokenId: string; accessToken: string }) {
const { complete } = useWaitToken(tokenId, { accessToken });
return (
<div>
<button onClick={() => complete({ approved: true })}>
Approve
</button>
<button onClick={() => complete({ approved: false })}>
Reject
</button>
</div>
);
}
| Property | Description |
|---|---|
id | Unique run identifier |
status | QUEUED, EXECUTING, COMPLETED, FAILED, CANCELED |
payload | Task input (typed) |
output | Task result (typed, when completed) |
metadata | Real-time updatable data |
createdAt | Start timestamp |
costInCents | Execution cost |
throttleInMs to control re-rendersSee references/realtime.md for complete documentation.