Kafka Connector Review

Audits Kafka Connect configs for silent-data-loss DLQ gaps, bad converters, and task-count issues.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.2/10
Tested
Jul 14, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · b9d1466

Ran both reviews on the same throwaway Elasticsearch sink config: a generic review only flagged the long transform chain, while the skill's checklist caught errors.tolerance=all with no DLQ topic configured - a silent-message-drop bug the generic pass missed entirely.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 4/5

What Kafka Connector Review does

Reviews Kafka Connect connector configurations for common misconfigurations - missing dead-letter-queue setup, converter mismatches, oversized transform chains, and low task counts - via the Lenses MCP server, with a codebase-only fallback when no MCP is connected. Triggers on 'review connectors,' 'check connector configs,' or 'why is my connector failing'; explicitly excludes creating/deploying/controlling connectors.

How to install Kafka Connector Review

git clone https://github.com/lensesio/agentic-engineering-for-apache-kafka
cd agentic-engineering-for-apache-kafka
mkdir -p ~/.claude/skills
cp -r skills/kafka-connector-review ~/.claude/skills/kafka-connector-review

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Kafka Connector Review

  • /kafka-connector-review Audits Kafka Connect configs for silent-data-loss DLQ gaps, bad converters, and task-count issues.

It also activates on plain-language prompts like these:

  • Review my Kafka Connect configs for missing DLQ setup
  • Why is my Kafka connector failing, check the configuration
  • Check my connector configs for converter mismatches

Frequently asked questions

Is the Kafka Connector Review skill free?
Yes. The skill itself is free from lensesio/agentic-engineering-for-apache-kafka. SkillProof publishes the install command and an independent test verdict at no cost.
Does Kafka Connector Review work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Ran both reviews on the same throwaway Elasticsearch sink config: a generic review only flagged the long transform chain, while the skill's checklist caught errors.tolerance=all with no DLQ topic configured - a silent-message-drop bug the generic pass missed entirely.
What is the Kafka Connector Review SkillProof Score?
9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 4/5.
How do I install Kafka Connector Review?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Kafka Connector Review with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.