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This skill streamlines the development of distributed applications by automatically generating structured Python code utilizing the Dapr (Distributed Application Runtime) SDK. It provides comprehensive templates for FastAPI microservices, long-running workflows, and stateful virtual actors, ensuring best practices for state management, pub/sub messaging, and service-to-service invocation. By scaffolding entire project structures—including Dockerfiles, requirements, and Dapr component configurations—it allows developers to focus on business logic while maintaining architectural consistency and production standards.