trigger-dev
Build Reliable Trigger.dev Background Jobs
Background jobs can fail when retries, payloads, and deployment details are unclear. This skill guides Trigger.dev task design for reliable TypeScript workflows.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "trigger-dev" from https://skillstore.io/skills/sickn33-trigger-dev.md and its manifest at https://skillstore.io/api/skills/sickn33-trigger-dev/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "trigger-dev". Design a job that processes uploaded documents with an AI model.
Expected outcome:
A staged task plan with document validation, AI processing, progress reporting, retry policy, timeout guidance, and idempotency checks.
Using "trigger-dev". Review a scheduled sync that calls several partner APIs.
Expected outcome:
A reliability review covering schedule design, API rate limits, queue concurrency, duplicate updates, logging, and deployment configuration.
Using "trigger-dev". Move a webhook handler into a background workflow.
Expected outcome:
A workflow outline that validates the webhook quickly, enqueues durable work, tracks retries, and protects downstream side effects.
Security Audit
SafeThe only static finding is a false positive caused by Markdown inline code formatting in SKILL.md. No prompt injection, data exfiltration intent, or executable behavior was found in the reviewed skill content.
Risk Factors
⚙️ External commands (1)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/sickn33-trigger-dev/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/sickn33-trigger-dev?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/sickn33-trigger-dev?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/sickn33-trigger-dev/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/sickn33-trigger-dev.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
sickn33. (2026). trigger-dev security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-trigger-dev/audits/4BibTeX citation
@techreport{sickn33-sickn33-trigger-dev-2026,
author = {sickn33},
title = {trigger-dev security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/sickn33-trigger-dev/audits/4},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "trigger-dev security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/sickn33-trigger-dev/audits/4"
identifiers:
- type: other
value: "skillstore:sickn33-trigger-dev:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Plan Production Background Tasks
Design reliable Trigger.dev tasks with clear payloads, retries, logging, and timeout rules before implementation.
Move AI Workflows Out Of Requests
Convert long-running AI processing into background jobs that can retry and report progress cleanly.
Review Async Deployment Risks
Check queues, environment variables, SDK versions, and concurrency settings before shipping Trigger.dev workflows.
Try These Prompts
Help me design a Trigger.dev background job for this task: [describe task]. Include payload shape, retry behavior, and logging needs.
Plan a Trigger.dev AI workflow that runs for several minutes. Cover steps, failure handling, progress updates, and safe retries.
Review my Trigger.dev task plan for production risks. Focus on timeouts, idempotency, serialization, environment variables, and concurrency.
Design a Trigger.dev pipeline that coordinates multiple external services. Include queue strategy, batching, retry boundaries, and duplicate side-effect prevention.
Best Practices
- Use small focused tasks with explicit payloads and clear retry boundaries.
- Add idempotency keys before tasks call payment, email, or external write APIs.
- Set timeouts, logging, and queue concurrency limits before production rollout.
Avoid
- Putting every workflow step into one large task without checkpoints.
- Passing non-serializable payloads or hidden process state into tasks.
- Allowing retries to repeat external side effects without safeguards.