dagster-expert
Expert guidance for working with Dagster and the dg CLI. ALWAYS use before doing any task that requires knowledge specific to Dagster, or that references assets, materialization, components, data tools or data pipelines. Common tasks may include creating a new project, adding new definitions, understanding the current project structure, answering general questions about the codebase (finding asset, schedule, sensor, component or job definitions), debugging issues, or providing deep information about a specific Dagster concept.
Pinned to revision 4e8964e24a5a, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/dagster-expert/SKILL.md
- skills/dagster-expert/references/asset-selection.md
- skills/dagster-expert/references/assets/INDEX.md
- skills/dagster-expert/references/assets/advanced-patterns.md
- skills/dagster-expert/references/assets/definition-metadata.md
- skills/dagster-expert/references/assets/dependencies.md
- skills/dagster-expert/references/automation/choosing-automation.md
- skills/dagster-expert/references/automation/declarative-automation/INDEX.md
- skills/dagster-expert/references/automation/declarative-automation/advanced.md
- skills/dagster-expert/references/automation/declarative-automation/core-concepts.md
- skills/dagster-expert/references/automation/declarative-automation/customization.md
- skills/dagster-expert/references/automation/declarative-automation/operands.md
- skills/dagster-expert/references/automation/declarative-automation/operators.md
- skills/dagster-expert/references/automation/schedules.md
- skills/dagster-expert/references/automation/sensors/asset-sensors.md
- skills/dagster-expert/references/automation/sensors/basic-sensors.md
- skills/dagster-expert/references/automation/sensors/run-status-sensors.md
- skills/dagster-expert/references/cli/api/INDEX.md
- skills/dagster-expert/references/cli/api/agent/INDEX.md
- skills/dagster-expert/references/cli/api/agent/get.md
- skills/dagster-expert/references/cli/api/agent/list.md
- skills/dagster-expert/references/cli/api/alert-policy/INDEX.md
- skills/dagster-expert/references/cli/api/alert-policy/list.md
- skills/dagster-expert/references/cli/api/alert-policy/sync.md
- skills/dagster-expert/references/cli/api/artifact/INDEX.md
- skills/dagster-expert/references/cli/api/artifact/download.md
- skills/dagster-expert/references/cli/api/artifact/upload.md
- skills/dagster-expert/references/cli/api/asset-check.md
- skills/dagster-expert/references/cli/api/asset/INDEX.md
- skills/dagster-expert/references/cli/api/asset/get-evaluations.md
- skills/dagster-expert/references/cli/api/asset/get-events.md
- skills/dagster-expert/references/cli/api/asset/get-health.md
- skills/dagster-expert/references/cli/api/asset/get-partition-status.md
- skills/dagster-expert/references/cli/api/asset/get.md
- skills/dagster-expert/references/cli/api/asset/list.md
- skills/dagster-expert/references/cli/api/code-location/INDEX.md
- skills/dagster-expert/references/cli/api/code-location/add.md
- skills/dagster-expert/references/cli/api/code-location/delete.md
- skills/dagster-expert/references/cli/api/code-location/get.md
- skills/dagster-expert/references/cli/api/code-location/list.md
- skills/dagster-expert/references/cli/api/deployment/INDEX.md
- skills/dagster-expert/references/cli/api/deployment/delete.md
- skills/dagster-expert/references/cli/api/deployment/get.md
- skills/dagster-expert/references/cli/api/deployment/list.md
- skills/dagster-expert/references/cli/api/deployment/settings-get.md
- skills/dagster-expert/references/cli/api/deployment/settings-set.md
- skills/dagster-expert/references/cli/api/general.md
- skills/dagster-expert/references/cli/api/issue/INDEX.md
- skills/dagster-expert/references/cli/api/job.md
- skills/dagster-expert/references/cli/api/organization/INDEX.md
- skills/dagster-expert/references/cli/api/organization/saml-remove.md
- skills/dagster-expert/references/cli/api/organization/saml-upload.md
- skills/dagster-expert/references/cli/api/organization/settings-get.md
- skills/dagster-expert/references/cli/api/organization/settings-set.md
- skills/dagster-expert/references/cli/api/run/INDEX.md
- skills/dagster-expert/references/cli/api/run/get-events.md
- skills/dagster-expert/references/cli/api/run/get-logs.md
- skills/dagster-expert/references/cli/api/run/get.md
- skills/dagster-expert/references/cli/api/run/list.md
- skills/dagster-expert/references/cli/api/schedule/INDEX.md
- skills/dagster-expert/references/cli/api/schedule/get-ticks.md
- skills/dagster-expert/references/cli/api/schedule/get.md
- skills/dagster-expert/references/cli/api/schedule/list.md
- skills/dagster-expert/references/cli/api/secret/INDEX.md
- skills/dagster-expert/references/cli/api/secret/get.md
- skills/dagster-expert/references/cli/api/secret/list.md
- skills/dagster-expert/references/cli/api/sensor/INDEX.md
- skills/dagster-expert/references/cli/api/sensor/get-ticks.md
- skills/dagster-expert/references/cli/api/sensor/get.md
- skills/dagster-expert/references/cli/api/sensor/list.md
- skills/dagster-expert/references/cli/check.md
- skills/dagster-expert/references/cli/create-dagster.md
- skills/dagster-expert/references/cli/dev.md
- skills/dagster-expert/references/cli/launch.md
- skills/dagster-expert/references/cli/list-components.md
- skills/dagster-expert/references/cli/list-defs.md
- skills/dagster-expert/references/cli/list/INDEX.md
- skills/dagster-expert/references/cli/list/component-tree.md
- skills/dagster-expert/references/cli/list/envs.md
- skills/dagster-expert/references/cli/list/projects.md
- skills/dagster-expert/references/cli/plus/INDEX.md
- skills/dagster-expert/references/cli/plus/config/set.md
- skills/dagster-expert/references/cli/plus/config/view.md
- skills/dagster-expert/references/cli/plus/create/ci-api-token.md
- skills/dagster-expert/references/cli/plus/deploy/configure.md
- skills/dagster-expert/references/cli/plus/deploy/deploy.md
- skills/dagster-expert/references/cli/plus/integrations/dbt.md
- skills/dagster-expert/references/cli/plus/login.md
- skills/dagster-expert/references/cli/plus/pull/env.md
- skills/dagster-expert/references/cli/scaffold/component.md
- skills/dagster-expert/references/cli/scaffold/defs.md
- skills/dagster-expert/references/cli/utils/INDEX.md
- skills/dagster-expert/references/cli/utils/inspect-component.md
- skills/dagster-expert/references/cli/utils/refresh-defs-state.md
- skills/dagster-expert/references/components/creating-components.md
- skills/dagster-expert/references/components/designing-component-integrations.md
- skills/dagster-expert/references/components/resolved-framework.md
- skills/dagster-expert/references/components/state-backed/creating.md
- skills/dagster-expert/references/components/state-backed/using.md
- skills/dagster-expert/references/components/subclassing-components.md
- skills/dagster-expert/references/components/template-variables.md
- skills/dagster-expert/references/deployment/config-files.md
- skills/dagster-expert/references/env-vars.md
- skills/dagster-expert/references/integrations/INDEX.md
- skills/dagster-expert/references/integrations/dagster-airbyte/INDEX.md
- skills/dagster-expert/references/integrations/dagster-airlift/INDEX.md
- skills/dagster-expert/references/integrations/dagster-aws/INDEX.md
- skills/dagster-expert/references/integrations/dagster-azure/INDEX.md
- skills/dagster-expert/references/integrations/dagster-celery-docker/INDEX.md
- skills/dagster-expert/references/integrations/dagster-celery-k8s/INDEX.md
- skills/dagster-expert/references/integrations/dagster-celery/INDEX.md
- skills/dagster-expert/references/integrations/dagster-census/INDEX.md
- skills/dagster-expert/references/integrations/dagster-dask/INDEX.md
- skills/dagster-expert/references/integrations/dagster-databricks/INDEX.md
- skills/dagster-expert/references/integrations/dagster-datadog/INDEX.md
- skills/dagster-expert/references/integrations/dagster-datahub/INDEX.md
- skills/dagster-expert/references/integrations/dagster-dbt/INDEX.md
- skills/dagster-expert/references/integrations/dagster-dbt/asset-checks.md
- skills/dagster-expert/references/integrations/dagster-dbt/component-based-integration.md
- skills/dagster-expert/references/integrations/dagster-dbt/dbt-cloud.md
- skills/dagster-expert/references/integrations/dagster-dbt/dependencies.md
- skills/dagster-expert/references/integrations/dagster-dbt/pythonic-integration.md
- skills/dagster-expert/references/integrations/dagster-dbt/scaffolding.md
- skills/dagster-expert/references/integrations/dagster-deltalake-pandas/INDEX.md
- skills/dagster-expert/references/integrations/dagster-deltalake-polars/INDEX.md
- skills/dagster-expert/references/integrations/dagster-deltalake/INDEX.md
- skills/dagster-expert/references/integrations/dagster-dlt/INDEX.md
- skills/dagster-expert/references/integrations/dagster-docker/INDEX.md
- skills/dagster-expert/references/integrations/dagster-duckdb-pandas/INDEX.md
- skills/dagster-expert/references/integrations/dagster-duckdb-polars/INDEX.md
- skills/dagster-expert/references/integrations/dagster-duckdb-pyspark/INDEX.md
- skills/dagster-expert/references/integrations/dagster-duckdb/INDEX.md
- skills/dagster-expert/references/integrations/dagster-fivetran/INDEX.md
- skills/dagster-expert/references/integrations/dagster-gcp-pandas/INDEX.md
- skills/dagster-expert/references/integrations/dagster-gcp-pyspark/INDEX.md
- skills/dagster-expert/references/integrations/dagster-gcp/INDEX.md
- skills/dagster-expert/references/integrations/dagster-github/INDEX.md
- skills/dagster-expert/references/integrations/dagster-great-expectations/INDEX.md
- skills/dagster-expert/references/integrations/dagster-hightouch/INDEX.md
- skills/dagster-expert/references/integrations/dagster-iceberg/INDEX.md
- skills/dagster-expert/references/integrations/dagster-jupyter/INDEX.md
- skills/dagster-expert/references/integrations/dagster-k8s/INDEX.md
- skills/dagster-expert/references/integrations/dagster-looker/INDEX.md
- skills/dagster-expert/references/integrations/dagster-mlflow/INDEX.md
- skills/dagster-expert/references/integrations/dagster-msteams/INDEX.md
- skills/dagster-expert/references/integrations/dagster-mysql/INDEX.md
- skills/dagster-expert/references/integrations/dagster-omni/INDEX.md
- skills/dagster-expert/references/integrations/dagster-openai/INDEX.md
- skills/dagster-expert/references/integrations/dagster-pagerduty/INDEX.md
- skills/dagster-expert/references/integrations/dagster-pandas/INDEX.md
- skills/dagster-expert/references/integrations/dagster-pandera/INDEX.md
- skills/dagster-expert/references/integrations/dagster-papertrail/INDEX.md
- skills/dagster-expert/references/integrations/dagster-polars/INDEX.md
- skills/dagster-expert/references/integrations/dagster-polytomic/INDEX.md
- skills/dagster-expert/references/integrations/dagster-postgres/INDEX.md
- skills/dagster-expert/references/integrations/dagster-powerbi/INDEX.md
- skills/dagster-expert/references/integrations/dagster-prometheus/INDEX.md
- skills/dagster-expert/references/integrations/dagster-pyspark/INDEX.md
- skills/dagster-expert/references/integrations/dagster-sigma/INDEX.md
- skills/dagster-expert/references/integrations/dagster-slack/INDEX.md
- skills/dagster-expert/references/integrations/dagster-sling/INDEX.md
- skills/dagster-expert/references/integrations/dagster-snowflake-pandas/INDEX.md
- skills/dagster-expert/references/integrations/dagster-snowflake-polars/INDEX.md
- skills/dagster-expert/references/integrations/dagster-snowflake-pyspark/INDEX.md
- skills/dagster-expert/references/integrations/dagster-snowflake/INDEX.md
- skills/dagster-expert/references/integrations/dagster-spark/INDEX.md
- skills/dagster-expert/references/integrations/dagster-ssh/INDEX.md
- skills/dagster-expert/references/integrations/dagster-tableau/INDEX.md
- skills/dagster-expert/references/integrations/dagster-twilio/INDEX.md
- skills/dagster-expert/references/integrations/dagster-wandb/INDEX.md
- skills/dagster-expert/references/migration/INDEX.md
- skills/dagster-expert/references/migration/sensors-to-declarative-automation.md
Every link opens the file at its source, pinned to the revision this page describes.