bullmq-specialist

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.

1.01x

Quality

56%

Does it follow best practices?

Impact

99%

1.01x

Average score across 3 eval scenarios

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/bullmq-specialist/SKILL.md

The canonical home for this skill is bullmq-specialist in sickn33/agentic-awesome-skills

Quality

Content

22%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This skill is essentially a skeleton or outline with no substantive content. While it has good structural organization and identifies relevant topics (delayed jobs, job flows, anti-patterns), every section that should contain actionable guidance is empty. Claude would gain almost nothing actionable from this skill beyond topic awareness.

Suggestions

Add complete, executable code examples for each pattern section (Basic Queue Setup, Delayed Jobs, Job Flows) with proper TypeScript/Node.js imports and configuration

Provide concrete solutions for each anti-pattern, not just problem statements (e.g., show how to implement a dead letter queue, what concurrency limits to use)

Include a quick-start code block at the top showing minimal BullMQ setup that can be copy-pasted

Add validation/debugging guidance for common issues like stuck jobs, Redis connection problems, and job retry strategies

Dimension	Reasoning	Score
Conciseness	The content includes some unnecessary narrative ('processed billions of jobs', 'debugged stuck jobs at 3am') that doesn't add actionable value. The capabilities list is lean but the persona framing is verbose.	2 / 3
Actionability	The skill provides zero executable code, commands, or concrete examples. Section headers like 'Basic Queue Setup' and 'Delayed and Scheduled Jobs' are empty placeholders with no actual implementation guidance.	1 / 3
Workflow Clarity	Despite mentioning 'Job Flows and Dependencies' and 'complex multi-step job processing', there are no actual steps, sequences, or validation checkpoints provided. The anti-patterns section lists problems without solutions.	1 / 3
Progressive Disclosure	The structure with sections for Capabilities, Patterns, Anti-Patterns, and Related Skills shows reasonable organization, but the pattern sections are empty shells. References to related skills are present but the core content is missing.	2 / 3
	Total	6 / 12 Passed

Description

89%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a solid skill description with excellent trigger terms and clear 'Use when' guidance. The main weakness is the lack of specific concrete actions - it describes the domain well but doesn't enumerate what specific tasks the skill can help with (e.g., creating workers, scheduling jobs, handling failures).

Suggestions

Add specific concrete actions like 'create workers, schedule delayed jobs, handle retries, monitor queue metrics' to improve specificity

Consider adding more trigger variations like 'worker', 'delayed job', 'retry logic', 'queue processing' to the Use when clause

Dimension	Reasoning	Score
Specificity	Names the domain (BullMQ, Redis-backed job queues) and general actions (background processing, async execution), but doesn't list specific concrete actions like 'create workers', 'schedule jobs', 'handle retries', or 'monitor queue health'.	2 / 3
Completeness	Clearly answers both what (BullMQ expert for Redis-backed job queues, background processing, async execution in Node.js/TypeScript) and when (explicit 'Use when:' clause with trigger terms).	3 / 3
Trigger Term Quality	Includes good natural keywords users would say: 'bullmq', 'bull queue', 'redis queue', 'background job', 'job queue'. These cover common variations and terms users naturally use when seeking help with this technology.	3 / 3
Distinctiveness Conflict Risk	Very specific niche targeting BullMQ specifically with distinct triggers like 'bullmq', 'bull queue', 'redis queue'. Unlikely to conflict with general Node.js or Redis skills due to the specific queue/job terminology.	3 / 3
	Total	11 / 12 Passed

Validation

90%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	10 / 11 Passed

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: plugins/AI-Agents-Safe-Coding-Skills/skills/bullmq-specialist/SKILL.md
Commit: 7520423

Reviewed: ~16 hours ago

Table of Contents

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