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Building Omnistudio Datamapper

This one generates and validates OmniStudio Data Mappers with a scoring system that checks your configurations against best practices. It handles all four types (Extract, Transform, Load, and Turbo Extract) and knows which anti-patterns to catch before they bite you, like unbounded queries or missing FLS checks. The workflow is structured around a five-phase process that starts with requirements gathering and ends with deployment orchestration. What's genuinely helpful is the guardrail system that stops generation when it detects problematic patterns and asks you to confirm exceptions rather than silently creating technical debt. It fits into a larger OmniStudio component pipeline where Data Mappers get built before the Integration Procedures and OmniScripts that depend on them.

skills.sh installs
507
GitHub stars
705
last updated
Jul 14, 2026

Install

$ npx -y skills add forcedotcom/afv-library --skill building-omnistudio-datamapper --agent claude-code

Installs into .claude/skills of the current project.

Files

This one generates and validates OmniStudio Data Mappers with a scoring system that checks your configurations against best practices. It handles all four types (Extract, Transform, Load, and Turbo Extract) and knows which anti-patterns to catch before they bite you, like unbounded queries or missing FLS checks. The workflow is structured around a five-phase process that starts with requirements gathering and ends with deployment orchestration. What's genuinely helpful is the guardrail system that stops generation when it detects problematic patterns and asks you to confirm exceptions rather than silently creating technical debt. It fits into a larger OmniStudio component pipeline where Data Mappers get built before the Integration Procedures and OmniScripts that depend on them.

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Details

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

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