AI Agent Skills

Specialist subagent: Kafka, RabbitMQ, SQS/SNS, event sourcing, CQRS, and message-driven architecture specialist. Use when designing event-driven systems, implementing pu…

Specialist subagent: ETL pipelines, data warehousing, stream processing, and data infrastructure specialist. Use when building data pipelines, setting up warehouses, or…

Generate a Kafka consumer group lag dashboard. Use when the user asks to monitor lag, build a dashboard for consumer lag, or wire up Prometheus exporters for Kafka. Do N…

Generate a Schema Registry compatibility report for Avro schemas in a project. Use when the user asks to check Avro compatibility, validate schema evolution, or report b…

Use this skill FIRST for any Camunda 8 integration or BPMN step that talks to another system — Slack, REST/HTTPS, webhooks, Kafka, S3, internal microservices, AI/LLM age…

Guidance and the bundled OKF specification for building a new Open Knowledge Format (OKF) producer/connector skill in this project — the architectural principles, the ok…

Design, deploy, and operate Apache Fluss streaming storage for sub-second real-time analytics. Use for Fluss log or primary-key table design, bucket sizing, tiering to P…

Design, migrate, tune, and maintain Apache Iceberg tables across query engines. Use for Iceberg schema and partition evolution, v2 to v3 upgrades, catalog selection, tim…

Deploy, configure, and build clients against Apache Iggy (Incubating), a Rust-native message streaming platform. Use for Iggy server deployment via Docker, Compose, or K…

Design, ingest into, tune, and operate Apache Paimon tables for streaming lakehouses. Use for Paimon primary-key or append-only table design, bucket sizing, changelog pr…