Prefect Workflows

When to Use

Activate this skill when the task involves:

• Authoring Prefect 3.x flows and tasks with @flow / @task decorators
• Configuring retries, caching, timeouts, and concurrency limits on tasks
• Building deployments via prefect.yaml or flow.serve()
• Setting up Work Pools (Process, Docker, Kubernetes, ECS)
• Implementing state change hooks (on_completion, on_failure)
• Using event-driven triggers or automations on Prefect Cloud
• Migrating Airflow DAGs to Prefect
• Running parallel workloads with .submit(), .map(), or DaskTaskRunner

Prefect vs Airflow vs Dagster