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.

Quality

56%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./.agent/skills/bullmq-specialist/SKILL.md

Quality

Discovery

89%

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

Implementation

22%

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

This skill file is essentially a table of contents with persona framing but no substantive content. It delegates everything to sub-skills without providing any quick-start guidance, code examples, or workflow overview in the main file. The capabilities list and anti-pattern markers (❌) show good organization intent, but the complete absence of actionable content makes this ineffective as a standalone skill.

Suggestions

Add a Quick Start section with a minimal executable BullMQ queue + worker example (5-10 lines of TypeScript)

Include a brief workflow overview showing the typical sequence: create queue → add jobs → process with worker → handle failures

Add 1-2 sentence descriptions to each sub-skill link explaining what problem it solves

Remove or condense the persona narrative ('debugged stuck jobs at 3am') - Claude doesn't need motivation, just instructions

Dimension	Reasoning	Score
Conciseness	The persona introduction is somewhat verbose with unnecessary narrative ('debugged stuck jobs at 3am'). The capabilities list is efficient but the philosophical framing adds tokens without actionable value.	2 / 3
Actionability	No concrete code, commands, or executable examples provided. The content describes capabilities and links to sub-skills but provides zero actionable guidance in the main file itself.	1 / 3
Workflow Clarity	No workflow steps, sequences, or validation checkpoints are present. The skill lists capabilities and links but provides no guidance on how to actually use BullMQ or in what order to approach tasks.	1 / 3
Progressive Disclosure	Good use of sub-skill references with clear one-level-deep links, but the main file lacks any quick-start content or overview of what each sub-skill covers. The 'Patterns' section is empty, suggesting incomplete structure.	2 / 3
	Total	6 / 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: Dokhacgiakhoa/antigravity-ide
Commit: 3395991

Reviewed: 24 days ago

Table of Contents

Discovery Implementation Validation

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