SkillCheckCategoriesMethodology

Apache Kafka Consumer Lag Runbook 94/100

Diagnoses Kafka consumer group lag using the Kafka AdminClient API and JMX metrics exposed via the Confluent Metrics API. Identifies slow consumers, topic partition hotspots, and broker rebalance storms that contribute to lag growth. Provides a step-by-step runbook to tune fetch.min.bytes, max.poll.records, and partition count.

no risky patterns detected

Type: Agent skill (SKILL.md) · Category: Marketing & SEO · Source: https://github.com/agentskillexchange/skills/tree/HEAD/skills/apache-kafka-consu

Score breakdown

Capabilities (fewer powerful permissions = higher)50/50
Maintenance29/35
Documentation15/15

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