Data Import Migration Review

Use this skill to convert a data import, migration, mapping, backfill, dry run, rollback, reconciliation, and customer trust question into a concrete artifact with owners, gates, metrics, and recovery paths.

Workflow

1. Identify source system, target model, data classes, owner, scale, time window, loss tolerance, and customer-facing promise.
2. Read references/data-import-migration-patterns.md.
3. Classify the job as self-serve import, assisted migration, admin bulk upload, background backfill, restore, or continuous sync cutover.
4. Define schema mapping, validation, dedupe, idempotency, retry, progress, rollback, audit, and acceptance checks.
5. Produce migration plan, state machine, decision table, event schema, support script, and reconciliation checklist.

When not to use

• Do not use for generic advice the base model already handles without this skill's specific artifact contract.

Guardrails