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data360-prepare

Automate Salesforce Data Cloud data stream, DLO, and transformation preparation.

Updated Jul 2, 2026
Search Tags:#data transformation#document ai#salesforce data cloud#data stream#data lake object
One-click install
npx skills add https://github.com/padjei/SF_Agents --skill data360-prepare-padjei
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: data360-prepare
Source: https://github.com/padjei/SF_Agents/tree/main/.claude/skills/data360-prepare
Command: npx skills add https://github.com/padjei/SF_Agents --skill data360-prepare-padjei

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sf data360 CLI plugin, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the preparation of Salesforce Data Cloud data streams, Data Lake Objects (DLOs), and data transformations, streamlining the ingestion and management of data into Salesforce Data Cloud.

Core Features & Use Cases

  • Data Stream Creation: Automate the creation of data streams from Salesforce objects.
  • Data Lake Object Management: Manage Data Lake Objects (DLOs) for structured data storage.
  • Data Transformation: Execute data transformations to prepare data for analysis.
  • Document AI Setup: Prepare Document AI configurations for unstructured data.
  • Use Case: If you need to create a data stream for the Contact object and transform the ingested data, this Skill can automate the entire process.

Quick Start

Use the data360-prepare skill to create a data stream for the Contact object and run a data transformation.

Frequently Asked Questions about data360-prepare

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Salesforce Data Cloud data stream creation?▼

You can automate Salesforce Data Cloud data stream creation by using this Skill to generate streams directly from Salesforce objects, streamlining the ingestion process. It requires a Data Cloud-enabled org and the external sf data360 CLI plugin.

What is the best way to manage Data Lake Objects in Salesforce Data Cloud?▼

Managing Data Lake Objects (DLOs) in Salesforce Data Cloud is handled by this Skill's automated DLO management capabilities for structured data storage. It configures DLOs to prepare ingested data for downstream transformations.

Do I need a specific CLI plugin to prepare Data Cloud data transformations?▼

Yes, preparing Data Cloud data transformations requires the external community sf data360 CLI plugin installed in your environment. The Skill relies on this CLI to execute data transformations and manage the data streams.

Can I automate Document AI setup for unstructured data in Salesforce Data Cloud?▼

Automating Document AI setup for unstructured data in Salesforce Data Cloud is supported by this Skill through dedicated configuration preparation. This allows you to process unstructured data alongside your standard data streams.

How do I create a data stream and transform data for the Contact object?▼

To create a data stream and transform data for the Contact object, use this Skill to automate the entire process from initial stream creation to executing the required data transformations. This handles the end-to-end preparation workflow.

Why does my Data Cloud data transformation require a specific org setup?▼

Data Cloud data transformations require a specific org setup because the Skill needs a Data Cloud-enabled org to function correctly. Without this enabled environment, the automation cannot interact with data streams or DLOs.

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