kafka-patterns

kafka-patterns is a skill for Claude Code, Codex from Ashfaqbs/software-dev-ai-claude-toolkit. It costs 41 tokens per session (1,074 once invoked), scanned A, original, MIT.

A set of Spring Kafka patterns for Java services that send and receive messages through Kafka, a system for passing event messages between applications. It covers producers, consumers, duplicate-safe handling, failure queues, and manual confirmation of processed messages.

In plain words
What is it for?
Use it when adding Kafka producers or listeners to Spring Boot, choosing topic and partition keys, committing message positions manually, or configuring a dead-letter topic for failed messages.
Why use it?
It gives teams consistent ways to handle ordering, failures, duplicate delivery, and messages that cannot be processed. This reduces the risk of losing events or processing them more than once.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when adding Kafka producers or listeners to Spring Boot, choosing topic and partition keys, committing message positions manually, or configuring a dead-letter topic for failed messages.

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Install with agentmods
npx agentmods add skills/ashfaqbs/software-dev-ai-claude-toolkit/kafka-patterns
Install

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.

Any agent
npx skills add Ashfaqbs/software-dev-ai-claude-toolkit --skill kafka-patterns
Clone the repo
git clone --depth 1 https://github.com/Ashfaqbs/software-dev-ai-claude-toolkit

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for kafka-patterns

README.md
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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.

agentmods 80×15 button for kafka-patterns

Your own site · 80×15
<a href="https://agentmods.dev/skills/ashfaqbs/software-dev-ai-claude-toolkit/kafka-patterns"><img src="https://agentmods.dev/badge/skills/ashfaqbs/software-dev-ai-claude-toolkit/kafka-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,074 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.01074
Opus 5.5 $0.00016 $0.00430
Sonnet 5.5 $0.00008 $0.00215
Haiku 4.5 $0.00004 $0.00107

Measured 1mo ago against content hash e8d147170a4e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

kafka-patterns 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 1mo 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.

skills/kafka-patterns/SKILL.md · 127 lines

How it starts

The opening of the file, as written. The whole thing — 127 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Kafka Patterns (Spring Kafka)

Concrete implementations of the conventions in rules/infra.md: topic naming, manual commits, idempotent consumers, and dead letter topics.

When to Activate

  • Adding a @KafkaListener consumer or a KafkaTemplate producer
  • Designing a new topic or partition key
  • Handling consumer failures without losing or duplicating messages
  • Setting up a dead letter topic for a consumer group

Producer

@Service
public class OrderEventProducer {
    private final KafkaTemplate<String, OrderCancelledEvent> kafkaTemplate;

    public OrderEventProducer(KafkaTemplate<String, OrderCancelledEvent> kafkaTemplate) {
        this.kafkaTemplate = kafkaTemplate;
    }

    public void publishCancelled(Order order) {
        // Partition key = orderId keeps every event for one order in the same
        // partition, so a consumer sees them in order.
        String topic = "orders.order.cancelled";
        OrderCancelledEvent event = OrderCancelledEvent.from(order);

        kafkaTemplate.send(topic, order.getId().toString(), event)
            .whenComplete((result, ex) -> {
                if (ex != null) {
                    log.error("Failed to publish {} for order {}", topic, order.getId(), ex);
                }
            });
    }
}

Consumer with Manual Commit + Idempotency

@Component
public class OrderCancelledConsumer {
    private final ProcessedEventRepository processedEvents;
    private final InventoryService inventoryService;

    public OrderCancelledConsumer(ProcessedEventRepository processedEvents, InventoryService inventoryService) {
        this.processedEvents = processedEvents;
        this.inventoryService = inventoryService;
    }

    @KafkaListener(topics = "orders.order.cancelled", groupId = "inventory-service")
    public void handle(ConsumerRecord<String, OrderCancelledEvent> record, Acknowledgment ack) {
        String eventId = record.key() + ":" + record.offset();

        // Idempotency guard: at-least-once delivery means this handler can run
        // more than once for the same record. Check-then-insert on a unique
        // constraint, not a plain SELECT, to survive concurrent redelivery.
        if (processedEvents.existsById(eventId)) {
            ack.acknowledge();
            return;
        }

        try {
            inventoryService.rollback(record.value().orderId());
            processedEvents.save(new ProcessedEvent(eventId, Instant.now()));
            ack.acknowledge();
        } catch (Exception ex) {
            log.error("Failed to process cancellation for order {}", record.value().orderId(), ex);
            // Do not acknowledge — the record will be redelivered. A retry
            // policy + dead letter topic (below) bounds how many times.
        }
    }
}

Read the full file on GitHub · 127 lines

Changes

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.

  1. 1mo ago First seen · 127 lines · 41 tokens per session scan A e8d147170a4e

Subscribe to this mod's changes

kafka-patterns is a skill published in the GitHub repository Ashfaqbs/software-dev-ai-claude-toolkit (27 stars, last pushed 1mo ago), licensed MIT. It adds 41 tokens to every session and 1,074 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 2026-09-14.

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