Dagster Software-Defined Assets

When to Use

Activate this skill when the task involves:

• Defining data pipelines as Software-Defined Assets in Dagster
• Setting up partitioned assets (time-based, static, dynamic)
• Writing sensors to trigger asset materializations on events
• Implementing IO managers for custom storage backends
• Configuring declarative automation (AutomationCondition / eager / on_cron)
• Structuring Dagster projects, resources, and definitions
• Deploying Dagster with Docker, Kubernetes, or Dagster Cloud

Core Model