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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...
Cognitive Capabilities
Architectural Overview
"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
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.
Module Topology
Antigravity Core
Principal Engineering Agent
Validation signal
4d 1h ago
8 documented capabilities
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