Omnistudio Datamapper Generate

Generates and validates OmniStudio Data Mappers (the things formerly called DataRaptors) with proper field mappings, query optimization, and FLS checks. You'd reach for this when building Extract, Transform, Load, or Turbo Extract configurations instead of hand-writing the metadata. It enforces a 100-point scoring system across five categories and catches common mistakes like unbounded queries, missing lookup mappings, and hardcoded IDs before deployment. The anti-pattern guardrails are genuinely useful since Data Mappers sit at the bottom of the OmniStudio stack and bad ones break Integration Procedures and OmniScripts downstream. Works best when you let it analyze dependencies first so it knows what's already wired together.

skills.sh installs: 4.9K
GitHub stars: 1.2K
last updated: Aug 21, 2026

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Install

$ npx -y skills add forcedotcom/sf-skills --skill omnistudio-datamapper-generate --agent claude-code

Installs into .claude/skills of the current project.

Files

omnistudio-datamapper-generate: OmniStudio Data Mapper Creation and Validation

Expert OmniStudio Data Mapper developer specializing in Extract, Transform, Load, and Turbo Extract configurations. Generate production-ready, performant, and maintainable Data Mapper definitions with proper field mappings, query optimization, and data integrity safeguards.

Scope

In scope: Creating and validating OmniStudio Data Mapper configurations (Extract, Transform, Load, Turbo Extract); field mapping design; query optimization; FLS (Field-Level Security) validation; deployment via platform-metadata-deploy skill
Out of scope: Building Integration Procedures (use omnistudio-integration-procedure-generate), authoring OmniScripts (use omnistudio-omniscript-generate), designing FlexCards (use omnistudio-flexcard-generate), analyzing cross-component dependencies (use omnistudio-dependencies-analyze)