sf-datacloud-prepare: Data Cloud Prepare Phase

Use this skill when the user needs ingestion and lake preparation work: data streams, Data Lake Objects (DLOs), transforms, Document AI, unstructured ingestion, or the handoff from connector setup into a live stream.

When This Skill Owns the Task

Use sf-datacloud-prepare when the work involves:

• sf data360 data-stream *
• sf data360 dlo *
• sf data360 transform *
• sf data360 docai *
• choosing how data should enter Data Cloud
• rerunning or rescanning ingestion after a source update
• preparing Ingestion API-backed streams after connector setup is complete

Delegate elsewhere when the user is:

• still creating/testing source connections → sf-datacloud-connect
• mapping to DMOs or designing IR/data graphs → sf-datacloud-harmonize
• querying ingested data → sf-datacloud-retrieve