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Orchestrating Datacloud

This is the top-level orchestrator for Salesforce Data Cloud pipelines that span multiple phases: Connect, Prepare, Harmonize, Segment, Act, and Retrieve. Use it when you're designing end-to-end workflows, troubleshooting across boundaries, or managing data spaces and data kits. It wraps the community sf data360 CLI plugin and acts as a router, handing off to six phase-specific skills once you've localized the work. The skill includes a readiness classifier script that probes org capabilities before you start mutating state, plus JSON templates for streams, DMOs, mappings, identity resolution, segments, and activations. It's built for the messy reality of partially provisioned orgs where some commands work and others fail silently.

skills.sh installs
519
GitHub stars
705
last updated
Jul 14, 2026

Install

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

Installs into .claude/skills of the current project.

Files

This is the top-level orchestrator for Salesforce Data Cloud pipelines that span multiple phases: Connect, Prepare, Harmonize, Segment, Act, and Retrieve. Use it when you're designing end-to-end workflows, troubleshooting across boundaries, or managing data spaces and data kits. It wraps the community sf data360 CLI plugin and acts as a router, handing off to six phase-specific skills once you've localized the work. The skill includes a readiness classifier script that probes org capabilities before you start mutating state, plus JSON templates for streams, DMOs, mappings, identity resolution, segments, and activations. It's built for the messy reality of partially provisioned orgs where some commands work and others fail silently.

Browse the repository on GitHub

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Details

Repository
github.com/forcedotcom/afv-library
First seen
Jun 3, 2026

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