Developing Datacloud Code Extension
This handles the full lifecycle of building Python transformations for Salesforce Data Cloud, from scaffolding a project with the SF CLI plugin through local testing to Docker-based deployment. The workflow is pretty specific: init creates the project structure, scan detects what DLOs and DMOs you're touching to generate permissions, run tests against your actual Data Cloud org, and deploy packages it up. The skill emphasizes a critical gotcha that the deploy command needs to point at the payload subdirectory, not the project root, which will save you from a common mistake. It also bakes in schema validation steps before testing, which is smart since field mismatches are apparently a frequent pain point.
- skills.sh installs
- 539
- GitHub stars
- 705
- last updated
- Jul 14, 2026
Install
$ npx -y skills add forcedotcom/afv-library --skill developing-datacloud-code-extension --agent claude-codeInstalls into .claude/skills of the current project.
Files
This handles the full lifecycle of building Python transformations for Salesforce Data Cloud, from scaffolding a project with the SF CLI plugin through local testing to Docker-based deployment. The workflow is pretty specific: init creates the project structure, scan detects what DLOs and DMOs you're touching to generate permissions, run tests against your actual Data Cloud org, and deploy packages it up. The skill emphasizes a critical gotcha that the deploy command needs to point at the payload subdirectory, not the project root, which will save you from a common mistake. It also bakes in schema validation steps before testing, which is smart since field mismatches are apparently a frequent pain point.
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- Repository
- github.com/forcedotcom/afv-library
- First seen
- Jun 3, 2026
More from forcedotcom/afv-library
All 58- Fetching Salesforce Docs537
- Getting Datacloud Schema536
- Deploying Metadata534
- Debugging Apex Logs532
- Handling Sf Data532
- Generating Mermaid Diagrams531
- Generating Visual Diagrams531
- Running Apex Tests531
- Configuring Connected Apps526
- Building Sf Integrations523
- Retrieving Datacloud523
- Activating Datacloud522
- Harmonizing Datacloud520
- Connecting Datacloud519
- Orchestrating Datacloud519
- Preparing Datacloud519
- Segmenting Datacloud518
- Building Omnistudio Flexcard511
- Analyzing Omnistudio Dependencies510
- Building Omnistudio Callable Apex509
- Building Omnistudio Integration Procedure509
- Deploying Omnistudio Datapacks509
- Modeling Omnistudio Epc Catalog509
- Building Omnistudio Omniscript508
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