apache-kafka-consumer-lag-runbook SKILL.md skillB
apache-kafka-consumer-lag-runbook from agentskillexchange/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentskillexchange/skills/apache-kafka-consumer-lag-runbook@git:20260710.2925510Pins git:20260710.2925510 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentskillexchange/skills
- Path
skills/apache-kafka-consumer-lag-runbook/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260710.2925510, committed Jul 10, 2026
- First version recorded
- May 18, 2026
- Size
- 1,602 bytes
- Repository stars
- 62
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Apache Kafka Consumer Lag Runbook 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. ## Prerequisites Java ## Installation Choose whichever fits your setup: 1. Copy this skill folder into your local skills directory. 2. Clone the repo and symlink or copy the skill into your agent workspace. 3. Add the repo as a git submodule if you manage shared skills centrally. 4. Install it through your internal provisioning or packaging workflow. 5. Download the folder directly from GitHub and place it in your skills collection. ## Documentation - https://kafka.apache.org/documentation/ ## Source - [Agent Skill Exchange](https://agentskillexchange.com/skills/apache-kafka-consumer-lag-runbook/)
Read the whole file at its exact version.
How to install
mdr add agentskillexchange/skills/apache-kafka-consumer-lag-runbook@sha256:8dc0ab8fe766ddf1The line at the top of this page pins the label git:20260710.2925510, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_w7uzyjqkzvaxxdif)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 18, 2026 and Jul 10, 2026, about one every 27 days. Its first recorded version is graded A and its latest B.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.2925510 latest | 2026-07-10 | 2925510 | 1,602 B | B | view · diff |
| git:20260518.471df3d | 2026-05-18 | 471df3d | 1,813 B | A | view · diff |
| git:20260518.642238b | 2026-05-18 | 642238b | 1,824 B | A | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1602 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
agentskillexchange/skills · 62 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w7uzyjqkzvaxxdif GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/apache-kafka-consumer-lag-runbook GET https://markdownregistry.com/api/v1/blob/8dc0ab8fe766ddf1521959843bfe3305299c1126b037bbdb328c2b268a2aa2a1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.