Kafka Connector Review
Audits Kafka Connect configs for silent-data-loss DLQ gaps, bad converters, and task-count issues.
Test report
- Verdict
- Tested · Works
- Score
- 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-reviewAudits 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.