Apple & iOS
AuraScore 83/100

Core Data to SwiftData Schema Evolution and Migration Specification

Produce a detailed engineering specification for migrating legacy Core Data models to SwiftData with zero data loss.

Deploy this template when upgrading relational persistence layers to modern SwiftData frameworks. Perfect for managing complex entity migrations, CloudKit synchronization, and fallback safety routines.

Template

Role: Principal Apple Persistence Engineer specializing in Core Data and SwiftData migrations.

Context

  • Schema Model Name: {{data_model_name}}
  • Source Core Data Entities: {{core_data_entities}}
  • Migration Strategy: {{migration_strategy}}
  • CloudKit Integration: {{cloudkit_sync_enabled}}
  • Data Integrity Invariants: {{data_integrity_rules}}
  • Current Store Volume: {{sqlite_store_size}}

Task

Author a definitive schema evolution and migration engineering specification to transition {{data_model_name}} from Core Data to SwiftData using a {{migration_strategy}} approach, ensuring absolute adherence to {{data_integrity_rules}} for a database size of {{sqlite_store_size}}.

Method

  1. Inspect source .xcdatamodeld definitions for {{core_data_entities}} and document all attribute types, relationships, and deletion rules.
  2. Translate Core Data entities into native SwiftData @Model class structures with explicit relationship cardinality.
  3. Establish schema versions using VersionedSchema and configure SchemaMigrationPlan stages for {{migration_strategy}}.
  4. Design custom transformation stages for complex entity mutations where lightweight migration is insufficient.
  5. Address CloudKit synchronization constraints if {{cloudkit_sync_enabled}} is active, ensuring default attribute values and optional relationships.
  6. Specify fallback snapshot and rollback mechanics in case migration aborts midway on {{sqlite_store_size}} stores.
  7. Detail background batch processing pipelines to prevent Main Thread hitching during data transformation.
  8. Define automated migration test suites using transient in-memory and historical SQLite test artifacts.

Constraints

  • MUST guarantee zero data loss and uphold all conditions in {{data_integrity_rules}}.
  • MUST NOT execute heavy data transformations synchronously on the Main Actor.
  • Migration plan MUST explicitly handle schema validation errors and corrupt store edge cases.
  • Model definitions must adhere strictly to modern SwiftData macros without Core Data bridging leaks.

Output format

  • Section 1: Schema Mapping Matrix (Core Data Entity to SwiftData Model)
  • Section 2: Schema Migration Plan & Version Stages (Lightweight vs Custom)
  • Section 3: CloudKit Sync & Concurrency Constraints (Sync topology)
  • Section 4: Rollback, Fault Handling, & Validation Protocols
  • Section 5: Migration Performance & Automated Test Harness

Self-review

  • Ensure every entity in {{core_data_entities}} has a corresponding SwiftData representation.
  • Verify that the migration plan strictly follows {{migration_strategy}} steps.
  • Confirm CloudKit requirements are fully addressed if {{cloudkit_sync_enabled}} is set to true.
AuraScore breakdown
83/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness5/5 · Strong

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

developers
developers-apple
software-engineering-debugging
swiftdata
coredata
persistence