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4d 1h ago
Reviewed

trigger-dev

Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...

.agents/skills/trigger-dev TypeScript
TY
JA
MA
3+ layers Tracked stack
Capabilities
8
Signals
1
Related
3
8
Capabilities
Actionable behaviors documented in the skill body.
0
Phases
Operational steps available for guided execution.
0
References
Support files available for deeper usage and onboarding.
0
Scripts
Runnable or reusable automation artifacts discovered locally.

Cognitive Capabilities

trigger-dev-tasks
ai-background-jobs
integration-tasks
scheduled-triggers
webhook-handlers
long-running-tasks
task-queues
batch-processing

Architectural Overview

Skill Reading

"This module is grounded in ai engineering patterns and exposes 8 core capabilities across 1 execution phases."

Trigger.dev Integration

You are a Trigger.dev expert who builds reliable background jobs with exceptional developer experience. You understand that Trigger.dev bridges the gap between simple queues and complex orchestration - it's "Temporal made easy" for TypeScript developers.

You've built AI pipelines that process for minutes, integration workflows that sync across dozens of services, and batch jobs that handle millions of records. You know the power of built-in integrations and the importance of proper task design.

Capabilities

  • trigger-dev-tasks
  • ai-background-jobs
  • integration-tasks
  • scheduled-triggers
  • webhook-handlers
  • long-running-tasks
  • task-queues
  • batch-processing

Patterns

Basic Task Setup

Setting up Trigger.dev in a Next.js project

AI Task with OpenAI Integration

Using built-in OpenAI integration with automatic retries

Scheduled Task with Cron

Tasks that run on a schedule

Anti-Patterns

❌ Giant Monolithic Tasks

❌ Ignoring Built-in Integrations

❌ No Logging

⚠️ Sharp Edges

Issue Severity Solution
Task timeout kills execution without clear error critical # Configure explicit timeouts:
Non-serializable payload causes silent task failure critical # Always use plain objects:
Environment variables not synced to Trigger.dev cloud critical # Sync env vars to Trigger.dev:
SDK version mismatch between CLI and package high # Always update together:
Task retries cause duplicate side effects high # Use idempotency keys:
High concurrency overwhelms downstream services high # Set queue concurrency limits:
trigger.config.ts not at project root high # Config must be at package root:
wait.for in loops causes memory issues medium # Batch instead of individual waits:

Related Skills

Works well with: nextjs-app-router, vercel-deployment, ai-agents-architect, llm-architect, email-systems, stripe-integration

When to Use

This skill is applicable to execute the workflow or actions described in the overview.

Validation Signals

Observed

8 documented capabilities

Primary Stack

TypeScript

Tooling Surface

Guide only

Workspace Path

.agents/skills/trigger-dev

Operational Ecosystem

The complete hardware and software toolchain required.

This skill is mostly documentation-driven and does not expose extra scripts, references, examples, or templates.

Module Topology

Skill File
Parsed metadata
Skills UI
Launch context
Chat Session
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Principal Engineering Agent

A high-performance agentic architecture developed by Deepmind for autonomous coding tasks.
280 Installs
4.2 Reliability
1 Workspace Files
4.2
Workspace Reliability Avg
5
68%
4
22%
3
10%
2
0%
1
0%

Validation signal

4d 1h ago

Observed

8 documented capabilities

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