Name: azure-eventhub-java
Rating: 64.8 (1 reviews)
Author: administrakt0r

azure-eventhub-java

Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.

Quality

77%

Does it follow best practices?

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Securityby

Passed

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Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/azure-eventhub-java/SKILL.md

The canonical home for this skill is azure-eventhub-java in administrakt0r/AI-Agents-Safe-Coding-Skills

Quality

Content

72%Weight 40%Scale 1-5

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

A highly actionable, lean code reference for the Azure Event Hubs Java SDK that covers the common producer/consumer/processor patterns. Its weaknesses are the absence of validation feedback loops for batch processing and a monolithic structure with no progressive disclosure into separate reference files.

Suggestions

Add explicit validate-then-retry feedback loops for the EventProcessorClient and batch-send sections (e.g., checkpoint only after successful processing, retry on transient AmqpException) to lift workflow clarity above the batch cap.

Move the lengthy API reference material (event positions, properties, full processor examples) into a references/ file and keep SKILL.md as a concise overview with one-level-deep links.

Remove the filler "When to Use" sentence and either drop pinned version numbers or relocate them to a clearly dated dependencies section so stale versions are easy to spot.

Dimension	Reasoning	Score
Conciseness	The body is mostly executable code with minimal prose and assumes Claude's intelligence, though the filler line "This skill is applicable to execute the workflow or actions described in the overview" and pinned version numbers (5.19.0, 1.20.0) could be trimmed or contextualized, fitting the 4 anchor.	4 / 5
Actionability	Copy-paste-ready Java covers send (single/batch/partition/key/properties), receive, EventProcessorClient, async, properties, positions, error handling, and cleanup, fully spanning the common cases per the 5 anchor.	5 / 5
Workflow Clarity	This is a pattern catalog rather than a sequenced workflow, and the batch/processor sections lack explicit validate-then-retry feedback loops, so per the batch-operation cap it cannot exceed 3 even though error handling is shown.	3 / 5
Progressive Disclosure	All ~350 lines live inline in SKILL.md with no bundle files or one-level-deep references, so despite clear section headers the full reference is inlined rather than split into navigable materials, matching the 3 anchor.	3 / 5
	Total	15 / 20 Passed

Description

82%Weight 40%Scale 1-5

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

A concise, well-formed description that clearly states both capability and trigger conditions in third person. It is slightly generic in its action list but otherwise strong.

Dimension	Reasoning	Score
Specificity	"Build real-time streaming applications" names the domain and one concrete action, with the remaining "event streaming, high-throughput data ingestion, or building event-driven architectures" being use-case scenarios rather than multiple distinct concrete actions, so it sits at the 3 anchor rather than 4.	3 / 5
Completeness	It explicitly answers both what ("Build real-time streaming applications with Azure Event Hubs SDK for Java") and when ("Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures") with concrete trigger phrases, matching the 5 anchor.	5 / 5
Trigger Term Quality	Natural phrases like "event streaming", "high-throughput data ingestion", and "Azure Event Hubs" give good keyword coverage a user would actually say, though a few synonyms or SDK-specific terms are missing, fitting the 4 anchor.	4 / 5
Distinctiveness Conflict Risk	"Azure Event Hubs SDK for Java" carves a clear niche with distinct triggers and minimal overlap risk against other skills, matching the 5 anchor.	5 / 5
	Total	17 / 20 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

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

	Total	15 / 16 Passed

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: plugins/AI-Agents-Safe-Coding-Skills-claude/skills/azure-eventhub-java/SKILL.md
Commit: 57c135b

Reviewed: 13 hours ago

Table of Contents

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