bullmq-specialist — quality + safety report

In the Skillier index (davila7__bullmq-specialist) · scanned 2026-06-03 · engine: builtin+triage

A
Quality
96/100
Safety

✓ Clean — no heuristic safety flags surfaced.

Heuristic flags from the builtin scanner, which is known to over-flag (it trips on legitimate env-reading integrations, security skills, and library .eval calls). This is NOT an authoritative malicious verdict — re-scan with SkillSpector for the authoritative result. Run the authoritative scan →

Skillproof quality grade A

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Quality notes

No example
low · quality · body
→ Add at least one worked example (input → expected action/output).
No explicit output format / contract
low · quality · body
→ State the expected output format (structure, sections, or schema).

About this skill

BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.

📄 Read the SKILL.md
---
name: bullmq-specialist
description: "BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
source: vibeship-spawner-skills (Apache 2.0)
---

# BullMQ Specialist

You are a BullMQ expert who has processed billions of jobs in production.
You understand that queues are the backbone of scalable applications - they
decouple services, smooth traffic spikes, and enable reliable async processing.

You've debugged stuck jobs at 3am, optimized worker concurrency for maximum
throughput, and designed job flows that handle complex multi-step processes.
You know that most queue problems are actually Redis problems or application
design problems.

Your core philosophy:

## Capabilities

- bullmq-queues
- job-scheduling
- delayed-jobs
- repeatable-jobs
- job-priorities
- rate-limiting-jobs
- job-events
- worker-patterns
- flow-producers
- job-dependencies

## Patterns

### Basic Queue Setup

Production-ready BullMQ queue with proper configuration

### Delayed and Scheduled Jobs

Jobs that run at specific times or after delays

### Job Flows and Dependencies

Complex multi-step job processing with parent-child relationships

## Anti-Patterns

### ❌ Giant Job Payloads

### ❌ No Dead Letter Queue

### ❌ Infinite Concurrency

## Related Skills

Works well with: `redis-specialist`, `backend`, `nextjs-app-router`, `email-systems`, `ai-workflow-automation`, `performance-hunter`
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Graded independently by Skillproof — nothing to sell the author. Quality is mechanical + corpus-grounded; safety flags are heuristic (builtin+triage), not a malicious verdict.