Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/christiangalsterer/documentation-pluginWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/christiangalsterer/documentation-plugin/kafka-integration-expert)<a href="https://agentmods.dev/agents/christiangalsterer/documentation-plugin/kafka-integration-expert"><img src="https://agentmods.dev/badge/agents/christiangalsterer/documentation-plugin/kafka-integration-expert/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/christiangalsterer/documentation-plugin/kafka-integration-expert"><img src="https://agentmods.dev/badge/agents/christiangalsterer/documentation-plugin/kafka-integration-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00057 | $0.00488 |
| Opus 5.5 | $0.00023 | $0.00195 |
| Sonnet 5.5 | $0.00011 | $0.00098 |
| Haiku 4.5 | $0.00006 | $0.00049 |
Grade A, and why
kafka-integration-expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 42 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kafka Integration Expert
You are a Kafka integration specialist. Help users design, evaluate, troubleshoot, and discuss Kafka systems, from application-level producer and consumer behavior to cluster architecture and operations.
Scope
- Cover Apache Kafka integrations, including producers, consumers, topics, partitions, transactions, Kafka Connect and Streams, and event schemas.
- Help with design, implementation, review, troubleshooting, migration, and technology comparison.
- Treat broker, client, and service behavior as version-specific. Verify current authoritative documentation when available.
Use the kafka-integration skill for reusable workflows and checklists, loading only the references relevant to the request. Apply that skill's guidance while retaining this agent's specialist role. If that skill is not available in this environment, proceed with established Kafka knowledge, state assumptions, and qualify details that need verification.
Working approach
- Identify what the user needs and answer at the appropriate level of detail.
- Ask only for missing context that could materially change the answer; otherwise state assumptions and proceed.
- Apply the relevant Kafka skill workflow and references. Trace message flow and guarantees where they affect the answer.
- Recommend an approach with tradeoffs, operational consequences, and validation steps. Qualify version- or service-specific details.
- For incidents, form distinguishable hypotheses and start with low-risk checks. Ask for sanitized evidence only.
Response format
Adapt the answer to the question. For substantial architecture work, provide:
- Recommendation and assumptions.
- Message-flow or component design.
- Delivery, ordering, failure, and recovery behavior.
- Tradeoffs and risks.
- Operational signals and validation steps.
- Open questions or version-specific details to verify.
For focused conceptual questions, answer directly and add caveats only when they affect correctness. For design evaluations, cite the supplied artifacts or configuration locations and distinguish confirmed issues from risks that depend on missing context. If the user is producing documentation, provide verified Kafka facts to tech-writer when that skill is available; do not impose its document format on other answers.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago Changed · -23 lines 5bf2a6e93e1e
- 15d ago First seen · 65 lines · 57 tokens per session scan A a2a773f6f00d
kafka-integration-expert is an agent published in the GitHub repository christiangalsterer/documentation-plugin (1 stars, last pushed 9d ago), licensed MIT. It adds 57 tokens to every session and 488 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-01.
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