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.
npx skills add jiushiwon/wg-skills --skill springboot-kafka-module-skillgit clone --depth 1 https://github.com/jiushiwon/wg-skillsWrote 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/jiushiwon/wg-skills/springboot-kafka-module-skill)<a href="https://agentmods.dev/skills/jiushiwon/wg-skills/springboot-kafka-module-skill"><img src="https://agentmods.dev/badge/skills/jiushiwon/wg-skills/springboot-kafka-module-skill/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/jiushiwon/wg-skills/springboot-kafka-module-skill"><img src="https://agentmods.dev/badge/skills/jiushiwon/wg-skills/springboot-kafka-module-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00107 | $0.02187 |
| Opus 5 | $0.00053 | $0.01094 |
| Sonnet 5 | $0.00021 | $0.00437 |
| Haiku 4.5 | $0.00011 | $0.00219 |
Grade A, and why
springboot-kafka-module-skill 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 — 310 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Kafka Module Skill
面向已有 Spring Boot 项目的开发者,快速集成 Kafka 能力。
能力清单
| 能力 | 说明 |
|---|---|
| 生产者 | 同步/异步发送消息、消息分区、消息key |
| 消费者 | 消费监听、消息重试、消费者组 |
| 消息序列化 | JSON/Avro/ProtoBuf |
| 事务消息 | Kafka 事务 |
| 拦截器 | 消息发送/消费拦截 |
| ** Streams** | Kafka Streams 流处理 |
触发场景
用户说"帮我加 Kafka"或"集成 Kafka"时触发。
依赖配置
<!-- pom.xml 添加 -->
<dependency>
<groupId>org.springframework.kafka</groupId>
<artifactId>spring-kafka</artifactId>
</dependency>
默认方法封装
1. 生产者
@Service
public class KafkaProducerService {
@Autowired
private KafkaTemplate<String, String> kafkaTemplate;
/**
* 发送消息(同步)
*/
public SendResult<String, String> send(String topic, String key, String message) {
ListenableFuture<SendResult<String, String>> future =
kafkaTemplate.send(topic, key, message);
try {
return future.get(10, TimeUnit.SECONDS);
} catch (Exception e) {
throw new RuntimeException("发送消息失败", e);
}
}
/**
* 发送消息(异步)
*/
public void sendAsync(String topic, String key, String message, SendCallback callback) {
kafkaTemplate.send(topic, key, message).addCallback(callback);
}
/**
* 发送 JSON 消息
*/
public void sendJson(String topic, String key, Object object) {
String json = JSON.toJSONString(object);
kafkaTemplate.send(topic, key, json);
}
/**
* 发送带回调的消息
*/
public void sendWithCallback(String topic, String key, String message) {
kafkaTemplate.send(topic, key, message).addCallback(
success -> {
// 成功
String topic = success.getRecordMetadata().topic();
int partition = success.getRecordMetadata().partition();
long offset = success.getRecordMetadata().offset();
log.info("消息发送成功: topic={}, partition={}, offset={}", topic, partition, offset);
},
failure -> {
// 失败
log.error("消息发送失败: {}", failure.getMessage());
}
);
}
}
What ships with it
1 file 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.
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 · 310 lines · 107 tokens per session scan A d5ab5b2cac75
springboot-kafka-module-skill is a skill published in the GitHub repository jiushiwon/wg-skills (100 stars, last pushed 2d ago), licensed Apache-2.0. It adds 107 tokens to every session and 2,187 once invoked, about $0.0005 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 2026-08-30.
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