trigger-tasks

Orchestrate durable Trigger.dev background tasks with retries and queues.

Updated Apr 5, 2026
One-click install
npx skills add https://github.com/oren-argu/papermark --skill trigger-tasks-oren-argu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: trigger-tasks
Source: https://github.com/oren-argu/papermark/tree/main/.agents/skills/trigger-tasks
Command: npx skills add https://github.com/oren-argu/papermark --skill trigger-tasks-oren-argu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Build durable, observable background tasks and workflows that run reliably without blocking your main application, enabling scalable processing and better user experiences.

Core Features & Use Cases

  • Durable background tasks with automatic retries, queues, and observability
  • Task orchestration for AI agents, long-running workflows, webhooks, and cron scheduling
  • Safe, repeatable execution with idempotency, debouncing, and metadata tracking

Quick Start

Configure a Trigger.dev task workflow in your project to run a background job with retries and queueing.

Frequently Asked Questions about trigger-tasks

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate durable background tasks with automatic retries and queues?

You can orchestrate durable background tasks by configuring a Trigger.dev task workflow in your project, which provides automatic retries, queueing, and observability for reliable processing without blocking your main application.

What is the best way to run background jobs for AI agent workflows without timing out?

Running background jobs for AI agent workflows is best handled by durable task orchestration tools that support long-running executions, debouncing, and idempotency to ensure safe, repeatable processing without timing out.

Can I use Trigger.dev for cron scheduling and webhook processing in backend services?

Yes, you can use Trigger.dev across backend services to handle cron scheduling, webhook processing, and task orchestration, enforcing SDK usage while providing safeguards against deprecated patterns.

How do I prevent duplicate executions when triggering concurrent background tasks?

To prevent duplicate executions during concurrent background tasks, you can utilize built-in idempotency, debouncing, and metadata tracking features to ensure safe, repeatable execution across your workflows.

Does this approach support exporting tasks for reuse across different backend services?

Yes, the task orchestration approach supports exporting tasks for reuse, allowing you to trigger durable background jobs across various backend services, scheduled jobs, and AI agent workflows with metadata tracking.