Handling Sf Data

This is your go-to for any Salesforce data operation that isn't pure SOQL querying. It handles record CRUD, bulk import and export via sf CLI, test data generation with sensible defaults like 251+ records for bulk trigger validation, and cleanup scripts so you don't pollute your org. The skill runs describe-first validation to catch required fields and bad picklist values before you waste time on failures. It knows when to use CLI versus anonymous Apex, includes factory patterns for reusable test datasets, and always leaves you with exact cleanup commands. The bounded retry strategy is smart: it won't hammer the same failing command forever. If you're seeding data, running migrations, or building test harnesses, this covers the full lifecycle from schema validation through execution to rollback.