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Preparing Datacloud

forcedotcom/afv-library

This handles the ingestion layer of Salesforce Data Cloud: creating data streams, configuring Data Lake Objects, setting up transforms, and wiring Document AI for unstructured sources. It wraps the sf data360 CLI plugin and knows when to create streams from CRM objects versus external connectors, how to categorize datasets as Profile, Engagement, or Other, and when stream-level refresh differs from connection-level reruns. The workflow is detailed and opinionated, which matters because Data Cloud ingestion has sharp edges around unstructured sources, Ingestion API handoffs, and the gap between what the CLI can provision versus what still needs UI setup. If you're moving data into Data Cloud and need more than just connector plumbing, this is the phase skill you want.

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

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

Installs into .claude/skills of the current project.

Files

This handles the ingestion layer of Salesforce Data Cloud: creating data streams, configuring Data Lake Objects, setting up transforms, and wiring Document AI for unstructured sources. It wraps the sf data360 CLI plugin and knows when to create streams from CRM objects versus external connectors, how to categorize datasets as Profile, Engagement, or Other, and when stream-level refresh differs from connection-level reruns. The workflow is detailed and opinionated, which matters because Data Cloud ingestion has sharp edges around unstructured sources, Ingestion API handoffs, and the gap between what the CLI can provision versus what still needs UI setup. If you're moving data into Data Cloud and need more than just connector plumbing, this is the phase skill you want.

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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