This is the product-level orchestrator for Salesforce Data Cloud pipelines when you're working across multiple phases or need to figure out which phase owns your problem. It wraps the external sf data360 community CLI plugin and routes you to the right phase-specific skill (Connect, Prepare, Harmonize, Segment, Act, Retrieve) once the scope is clear. Use it for multi-step pipeline setup, data spaces, data kits, cross-phase troubleshooting, or when you're designing the full journey from ingestion to activation. It includes a diagnostic script that classifies org readiness before you start mutating things, which is smarter than guessing from one failing command. The skill doesn't vendor the CLI, it just knows how to drive it and when to hand off.
npx skills add https://github.com/jaganpro/sf-skills --skill sf-datacloud