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create-custom-dagster-component - Create and validate custom Dagster components

Creates and validates a custom Dagster component with real and demo implementations, realistic assets, optional scaffolding, and downstream-friendly asset keys.

Tags

Updated: 2026-10-02
Dagstercomponentsasset orchestrationdemo modeCLI scaffoldingdata integration

Capabilities

Scaffold a Dagster componentImplement demo modeCreate realistic assetsConfigure component YAML

Typical Inputs

Component nameDemo mode preferenceCustom scaffolder preference

Typical Outputs

Component project filesComponent Python implementationComponent YAML configuration

What this skill does

  • Scaffold a Dagster component
  • Implement demo mode
  • Create realistic assets
  • Configure component YAML
  • Create custom scaffolders
  • Validate loaded definitions
  • Design downstream asset keys
  • Provide development next steps

Inputs

  • Component name
  • Demo mode preference
  • Custom scaffolder preference
  • Dagster project directory
  • Downstream asset requirements

Outputs

  • Component project files
  • Component Python implementation
  • Component YAML configuration
  • Realistic asset definitions
  • Optional custom scaffolder
  • Validation results
  • Development next steps

Requirements

  • uv installed
  • dg CLI available
  • Dagster project directory
  • Permission to create project files
  • Multi-asset integration knowledge

Source

  • Spec: SKILL.md

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