Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/kora-projects/kora-skillsnpx agentmods add skills/kora-projects/kora-skills/kora-kafka-producerWrote 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/skills/kora-projects/kora-skills/kora-kafka-producer)<a href="https://agentmods.dev/skills/kora-projects/kora-skills/kora-kafka-producer"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-kafka-producer/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/skills/kora-projects/kora-skills/kora-kafka-producer"><img src="https://agentmods.dev/badge/skills/kora-projects/kora-skills/kora-kafka-producer.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 | $0.00046 | $0.02066 |
| Opus 5 | $0.00023 | $0.01033 |
| Sonnet 5 | $0.00009 | $0.00413 |
| Haiku 4.5 | $0.00005 | $0.00207 |
Grade A, and why
kora-kafka-producer 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 12d 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 — 266 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kora Kafka Producer
Kora sub-skill — obey the kora-v1 meta rules on every task: R0 ensure
.kora-agent/docs+examples are cloned · R1 read this sub-skill before writing code · R2 Kora APIs only — no Spring/Micronaut/Quarkus, no invented annotations or config keys · R3 journal any incorrect Kora usage. Add comments/Javadoc only if asked.
Kora generates a Kafka Producer implementation at compile time from an
interface annotated with @KafkaPublisher. You declare the contract; the
annotation processor wires the KafkaProducer, serializers, and telemetry.
Read this first when:
- declaring a typed publisher with
@KafkaPublisher, - choosing a send signature (sync,
RecordMetadata, async,ProducerRecord), - selecting serializers with
@Jsonor@Tag, - sending atomically with
TransactionalPublisher.
For Kafka consumers (@KafkaListener), use the kora-kafka-consumer skill.
Quick Start
1. Dependencies
dependencies {
koraBom platform("ru.tinkoff.kora:kora-parent:1.2.19")
annotationProcessor "ru.tinkoff.kora:annotation-processors" // KSP for Kotlin: ksp "ru.tinkoff.kora:symbol-processors"
implementation "ru.tinkoff.kora:kafka"
implementation "ru.tinkoff.kora:json-module" // only if you publish @Json payloads
}
All ru.tinkoff.kora:* artifacts inherit their version from the kora-parent
BOM — never pin them individually.
2. Enable the module
@KoraApp
public interface Application extends
HoconConfigModule,
LogbackModule,
JsonModule,
KafkaModule {
static void main(String[] args) {
KoraApplication.run(ApplicationGraph::graph);
}
}
3. Declare a publisher
import ru.tinkoff.kora.kafka.common.annotation.KafkaPublisher;
import ru.tinkoff.kora.kafka.common.annotation.KafkaPublisher.Topic;
@KafkaPublisher("kafka.producer.userEvents")
public interface UserEventPublisher {
@Topic("kafka.producer.userEventsTopic")
void send(@Json UserEvent event);
}
What ships with it
26 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/AdvancedMessagePublisher.java.template 1.1 KB
- assets/application.conf.template 1.2 KB
- assets/Application.java.template 567 B
- assets/Application.kt.template 592 B
- assets/AsyncMessagePublisher.java.template 1.4 KB
- assets/build.gradle.kts.template 1.5 KB
- assets/build.gradle.template 1.2 KB
- assets/JsonMessagePublisher.java.template 907 B
- assets/JsonMessagePublisher.kt.template 917 B
- assets/KotlinTransactionalPublisher.kt.template 785 B
- assets/MessagePublisher.java.template 1.4 KB
- assets/MessagePublisher.kt.template 1.4 KB
- assets/MessagePublisherTests.java.template 5.7 KB
- assets/MessagePublisherTests.kt.template 5.2 KB
- assets/MessageSender.java.template 1.4 KB
- assets/OrderEventPublisher.java.template 983 B
- assets/TransactionalPublisher.java.template 1.9 KB
- assets/TransactionalPublisher.kt.template 1.7 KB
- evals/evals.json 5.9 KB
- references/kafka-error-handling-reference.md 5.2 KB
- references/kafka-producer-reference.md 4.8 KB
- references/kafka-serialization-reference.md 4.6 KB
- references/kafka-transactions-reference.md 4.8 KB
- scripts/generate_producer.py 14 KB runs code
- scripts/run_evals.py 1.5 KB runs code
- scripts/validate_config.py 5.2 KB runs code
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.
- 12d ago First seen · 266 lines · 46 tokens per session scan A 17bbdd8bffa1
kora-kafka-producer is a skill published in the GitHub repository kora-projects/kora-skills (1 stars, last pushed 12d ago), licensed Apache-2.0. It adds 46 tokens to every session and 2,066 once invoked, about $0.0002 per session on Opus 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 2026-08-31.
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