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Orchestrating Datacloud

If you're building a multi-step Data Cloud pipeline or troubleshooting across connect, prepare, harmonize, segment, and act phases, this is your orchestrator. It wraps the external `sf data360` CLI plugin and helps you decide which phase owns the problem, bootstrap data spaces and data kits, and run cross-phase health checks. The skill comes with a diagnostic script that classifies org readiness before you mutate anything, plus JSON templates for streams, DMOs, mappings, identity resolution, segments, and activations. Once you've localized the task to a single phase, it delegates to the matching phase-specific skill. Honest take: the routing logic and readiness guardrails are more valuable than the command wrappers themselves.

skills.sh installs
2.5K
GitHub stars
1.2K
last updated
Aug 21, 2026

Install

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

Installs into .claude/skills of the current project.

Files

If you're building a multi-step Data Cloud pipeline or troubleshooting across connect, prepare, harmonize, segment, and act phases, this is your orchestrator. It wraps the external `sf data360` CLI plugin and helps you decide which phase owns the problem, bootstrap data spaces and data kits, and run cross-phase health checks. The skill comes with a diagnostic script that classifies org readiness before you mutate anything, plus JSON templates for streams, DMOs, mappings, identity resolution, segments, and activations. Once you've localized the task to a single phase, it delegates to the matching phase-specific skill. Honest take: the routing logic and readiness guardrails are more valuable than the command wrappers themselves.

Browse the repository on GitHub

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Details

Repository
github.com/forcedotcom/sf-skills
Categories
DevOps & CI/CD, Debugging, Automation & Workflows, Sales & Marketing, Cloud & Infrastructure
First seen
Jun 3, 2026

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