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Sf Datacloud

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.

skills.sh installs
1K
GitHub stars
422
last updated
Jul 14, 2026

Install

$ npx -y skills add jaganpro/sf-skills --skill sf-datacloud --agent claude-code

Installs into .claude/skills of the current project.

Files

sf-datacloud: Salesforce Data Cloud Orchestrator

Use this skill when the user needs product-level Data Cloud workflow guidance rather than a single isolated command family: pipeline setup, cross-phase troubleshooting, data spaces, data kits, or deciding whether a task belongs in Connect, Prepare, Harmonize, Segment, Act, or Retrieve.

This skill intentionally follows sf-skills house style while using the external sf data360 command surface as the runtime. The plugin is not vendored into this repo.


When This Skill Owns the Task

Use sf-datacloud when the work involves:

  • multi-phase Data Cloud setup or remediation
  • data spaces (sf data360 data-space *)
  • data kits (sf data360 data-kit *)
  • health checks (sf data360 doctor)
  • CRM-to-unified-profile pipeline design
  • deciding how to move from ingestion → harmonization → segmentation → activation
  • cross-phase troubleshooting where the root cause is not yet clear

Delegate to a phase-specific skill when the user is focused on one area:

Sponsors

Details

Repository
github.com/jaganpro/sf-skills
First seen
May 16, 2026

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