Apache Kafka agent skills for Claude Code, Codex and other agents.

Add a new AWS event source attribute (e.g., Kinesis, Kafka, MQ) to the Lambda .NET Annotations framework, including the attribute class, source generator integration, CloudFormation writer, unit…

aws/aws-lambda-dotnet

Comprehensive guide to Spark Structured Streaming for production workloads.

databricks/databricks-agent-skills

Migrate a Testcontainers guide from testcontainers.com into the Docker docs site (docs.docker.com).

docker/docs

Manages MongoDB Atlas Stream Processing (ASP) workflows. An agent skill from mongodb/agent-skills.

mongodb/agent-skills

A skill your agent uses when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka).

NVIDIA/skills

Scaffold a standalone RTVI CV microservice that plugs into VSS Search and Alerts profiles via Kafka mdx-raw.

NVIDIA/skills

Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express.

aws/agent-toolkit-for-aws

Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills.

databricks/databricks-agent-skills

Operates Amazon MSK Provisioned clusters (Standard and Express brokers).

aws/agent-toolkit-for-aws

NVIDIA DeepStream SDK development with Python pyservicemaker API.

NVIDIA/skills

Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT.

NVIDIA/skills

A skill your agent uses when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether…

NVIDIA/skills

A skill your agent uses when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice.

NVIDIA/skills

A skill your agent uses to deploy the vss-video-analytics-api REST service standalone (config-source, data-log bind, Elasticsearch, optional Kafka).

NVIDIA/skills

Debugs why session recordings aren't appearing in the local dev environment.

PostHog/posthog-foss

Guides general use of AWS messaging and streaming services. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Query tophog — the ingestion pipeline's heavy-hitter store in ClickHouse — to identify hot or expensive actors (teamid, distinctid, sessionid, partition) during incident triage.

PostHog/posthog-foss

Guide for using the Grafana MCP to monitor and diagnose the capture service (rust/capture) in production.

PostHog/posthog-foss

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services.

aws/agent-toolkit-for-aws

Expert knowledge for Azure Event Hubs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &…

MicrosoftDocs/Agent-Skills

Guide for using the Grafana MCP to monitor and diagnose the Node.js ingestion pipeline workers in production.

PostHog/posthog-foss

Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.

kubeshark/kubeshark

Checklist of every backend, frontend, CLI and capture change needed to add a new TriggerCrud-based trigger type, such as Azure, GCP or Kafka, to Windmill.

windmill-labs/windmill

A skill your agent uses when working with Foundatio infrastructure abstractions for .NET -- caching, queuing, messaging, file storage, distributed locking, or background jobs.

FoundatioFx/Foundatio

Add/modify/debug Materialize perf benchmark scenarios. An agent skill from MaterializeInc/materialize.

MaterializeInc/materialize

Write or improve software documentation using the Diátaxis framework — four documentation types (tutorials, how-to guides, reference, explanation), each serving a different user need.

calf-ai/calfkit-sdk

Creates and debugs dubbo-go-pixiu HTTP-to-Dubbo route YAML. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

A skill your agent uses when a user wants guidance on starting, contributing to, growing, governing, funding, securing, or sustaining an open source project, or asks about contributor onboarding…

calf-ai/calfkit-sdk

Creates and validates dubbo-go-pixiu LLM gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Reviews code for correctness and potential bugs, pinpoints bug locations by file and line, and suggests concrete fixes.

aide-family/moon

Creates and validates dubbo-go-pixiu MCP gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services)

apache/skywalking-python

Guide for configuring, deploying, and operating the MonsterMQ broker.

vogler75/monster-mq

Create a new Whirl environment in the envs/ directory. An agent skill from godatadriven/whirl.

godatadriven/whirl

Create/modify/debug platform check. An agent skill from MaterializeInc/materialize.

MaterializeInc/materialize

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure.

benchflow-ai/skillsbench

Creates and debugs dubbo-go-pixiu HTTP/Network filters. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Implements backend modules from proto definitions for goddess, marksman, and rabbit apps.

aide-family/moon

Guide for configuring, managing, and mutating MonsterMQ settings, devices, flows, AI agents, users, loggers, archive groups, topic schemas, and publishing messages via the GraphQL API.

vogler75/monster-mq

Designs event stores for event-sourced systems: requirements, a comparison of EventStoreDB, PostgreSQL, Kafka, DynamoDB and Marten, and stream and versioning practices.

wshobson/agents

Guide for reading a codebase and building a high-quality, persistent architecture knowledge graph via the Excalidraw Architect MCP kg tools.

BV-Venky/excalidraw-architect-mcp

A skill your agent uses when deploying or operating standalone RTVI-CV-3D / MV3DT multi-camera 3D tracking for calibrated MP4/file inputs and live RTSP streams: missing-calibration handoff to AMC…

NVIDIA-AI-Blueprints/video-search-and-summarization

Designing Data-Intensive Applications (DDIA) distilled reference guide by Martin Kleppmann.

luoling8192/ai-coding-principles

Kafka topic management, consumer group monitoring, message production/consumption, and cluster health diagnostics.

aspectrr/deer

当需要为 funboost 任务选择消息中间件时使用。触发场景：对比 Redis/RabbitMQ/Kafka/本地队列、配置 broker 连接、设置 brokerexclusiveconfig。关键词：BrokerEnum, brokerkind, Redis, RabbitMQ, Kafka, MQTT, 中间件选型, 消息队列选择。

ydf0509/funboost

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.

alirezarezvani/claude-skills

A skill your agent uses to deploy the vss-video-analytics-api REST service standalone with its Elasticsearch ingest-pipeline, selectable Kafka/Redis stream type, and Kafka-topic readiness gates when…

NVIDIA-AI-Blueprints/video-search-and-summarization

Step-by-step guide for adding a new queue transport to Agent Kernel's execution pipeline.

yaalalabs/agent-kernel