dg

Skill that enables interaction with Dagster projects (creating new projects, generating new definitions within existing projects, listing definitions, launching compute, viewing logs, and troubleshooting). Used whenever users have requests related to creating, understanding, or manipulating Dagster projects.

dagster-io/skills12 installsApache-2.0Synced Aug 25

Works with

Claude CodeCursorCodex CLIGitHub CopilotGemini CLI

Agent Skills format with YAML frontmatter. Claude Code reads it as-is.

---
name: "dg"
description: "Skill that enables interaction with Dagster projects (creating new projects, generating new definitions within existing projects, listing definitions, launching compute, viewing logs, and troubleshooting). Used whenever users have requests related to creating, understanding, or manipulating Dagster projects."
license: "Apache-2.0"
---

# Dagster CLI (dg) Skill

This skill is a thin wrapper around more complex and detailed reference documents. It helps guide users through workflows that require using the Dagster CLI (`dg`).

## Workflow Decision Tree

Depending on the user's request, choose the appropriate reference file:

- Setting up a new project?
  - Single project (default): [`references/create-project.md`](./references/create-project.md)
  - Multiple projects in the same repo: [`references/create-workspace.md`](./references/create-workspace.md)
- Creating new definitions within existing projects? [`references/scaffold.md`](./references/scaffold.md)
- Integrating with an external tool? [`references/scaffold.md`](./references/integrations.md)
- Understanding the project structure? [`references/list.md`](./references/list.md). Handles:
  - All definitions (assets, jobs, schedules, sensors, components)
  - Available component types
  - Environment variables
  - Projects in the workspace
- Launching assets or jobs? [`references/launch.md`](./references/launch.md)
- Viewing logs or output? [`references/logs.md`](./references/logs.md)
- Debugging failed runs or issues? [`references/troubleshoot.md`](./references/troubleshoot.md)

These reference files contain detailed instructions specific to the given workflow. If it is unclear which reference file to use, ask the user to clarify their request.

Note that some requests may require multiple reference files in order to complete.

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