Apple & iOS
AuraScore 85/100

SwiftData Migration Feasibility and Schema Risk Assessment

Evaluate risks, schema differences, and cloud sync constraints when modernizing legacy iOS persistence layers to SwiftData.

Use this template when planning or auditing a migration from Core Data or SQLite to SwiftData. It produces a comprehensive readiness report covering entity mappings, sync edge cases, and performance regressions.

Template

Role: Principal Apple Platform Systems Architect and Persistence Specialist

Context

  • Project Name: {{project_name}}
  • Minimum Target OS: {{target_os_version}}
  • Existing Schema Architecture: {{existing_schema_summary}}
  • CloudKit Integration Status: {{cloudkit_configuration}}
  • Total Entity & Record Volume: {{entity_count}}
  • Data Loss Tolerance: {{data_loss_tolerance}}

Task

Author a comprehensive persistence migration report assessing the architectural viability, schema transformation risks, and operational rollback strategies for transitioning {{project_name}} to SwiftData.

Method

  1. Inspect the data model characteristics in {{existing_schema_summary}} against native SwiftData @Model capabilities.
  2. Evaluate compatibility with {{cloudkit_configuration}}, focusing on unique constraints, relationship deletions, and default values.
  3. Identify high-risk relationships, transformable attributes, and custom value transformers requiring staged migration stages.
  4. Analyze the volume metrics in {{entity_count}} to calculate migration execution time and memory footprint during first-launch conversion.
  5. Audit fallback requirements against {{data_loss_tolerance}} to construct a fail-safe schema versioning plan.
  6. Detail step-by-step schema stage progression (VersionedSchema and SchemaMigrationPlan).
  7. Define post-migration validation checks and SQLite integrity verification scripts.

Constraints

  • MUST account for the specific limitations of {{target_os_version}} runtime capabilities.
  • MUST NOT suggest full database resets unless {{data_loss_tolerance}} explicitly permits data wiping.
  • All schema migration paths MUST include explicit forward and backward compatibility assessments.
  • Recommendations MUST identify any unsupported Core Data features in the proposed SwiftData model.

Output format

Deliver an architecture assessment report with these sections:

  1. Architecture Feasibility Matrix
  2. Schema Transformation & Relationship Map
  3. CloudKit & Sync Compatibility Audit
  4. Versioned Migration Implementation Blueprint (with Swift code)
  5. Performance Impact & Fallback Strategy

Self-review

  • Ensure all entity complexities described in {{existing_schema_summary}} are resolved.
  • Confirm that CloudKit restrictions under {{cloudkit_configuration}} are strictly respected.
  • Verify migration steps provide automated fallback without user data corruption.
AuraScore breakdown
85/100Provisional
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 efficiency7/10 · Adequate

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
core-data
architecture