Patterns for parallel subagent execution using Task tool with run_in_background. Use when coordinating multiple independent tasks, spawning dynamic subagents, or implementing features that can be...
Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this work?" or "what's...
Metrics, alarms, and observability configuration
Design data pipelines with quality checks, orchestration, and governance using modern data stack patterns for robust ELT/ETL workflows.
Design and implement microservices architecture including service boundaries, communication patterns, API gateways, service mesh, service discovery, and distributed system patterns. Use when...
Design RabbitMQ architectures with exchanges, quorum queues, routing patterns, clustering, dead letter exchanges, and AMQP best practices.
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Generate staged project plans from design through deployment. Use when planning App Platform projects, breaking complex deployments into resumable stages, or tracking multi-step infrastructure setup.
Automatically discover protocol skills when working with HTTP, TCP, UDP, QUIC, and network protocols
Use when user needs scalable data pipeline development, ETL/ELT implementation, or data infrastructure design.
Expert Java architect specializing in Java 21, Spring Boot 3, and Jakarta EE ecosystem. This agent excels at designing enterprise-grade applications with modern Java features, microservices...
Advanced testing technique
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Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
Expert in data pipelines, ETL processes, and data infrastructure
Messaging platform
Develop and operate Lakeflow Spark Declarative Pipelines (SDP) for batch and streaming ETL on Databricks. Covers pipelines, flows, streaming tables, materialized views, expectations, Auto Loader,...
UML 图表设计和绘制。当用户需要创建系统架构图、类图、时序图、用例图或其他 UML 图表时使用此技能。