Sf Datacloud Retrieve

This handles the query and search layer of Salesforce Data Cloud: running SQL (sync, paginated, or async), describing tables, managing vector and hybrid search indexes, and inspecting metadata. You'd reach for it when you need to pull data out of Data Cloud DMOs or run semantic search workflows, not for standard CRM SOQL or segment design. The skill enforces readiness checks before querying, ships curated search index templates, and steers you toward the right query shape based on result set size. One honest take: Data Cloud SQL is its own dialect with double quoted table names and different pagination rules, so the guardrails around describe first and async for large exports actually save time.