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.
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
- Inspect the data model characteristics in {{existing_schema_summary}} against native SwiftData
@Modelcapabilities. - Evaluate compatibility with {{cloudkit_configuration}}, focusing on unique constraints, relationship deletions, and default values.
- Identify high-risk relationships, transformable attributes, and custom value transformers requiring staged migration stages.
- Analyze the volume metrics in {{entity_count}} to calculate migration execution time and memory footprint during first-launch conversion.
- Audit fallback requirements against {{data_loss_tolerance}} to construct a fail-safe schema versioning plan.
- Detail step-by-step schema stage progression (
VersionedSchemaandSchemaMigrationPlan). - 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:
- Architecture Feasibility Matrix
- Schema Transformation & Relationship Map
- CloudKit & Sync Compatibility Audit
- Versioned Migration Implementation Blueprint (with Swift code)
- 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.
Explicit role, a named task, and discrete steps the model can follow.
Background, inputs and variables the model needs before it starts.
Hard boundaries — what the model must and must not do.
A named, field-level shape for the response.
Ordered work items that force analysis before an answer.
Length and structure that travel across frontier models.
Signal density — instruction weight without padding.
Documented variables so the scaffold adapts to new inputs.
Quality bar, assumptions and behaviour when inputs are thin.
How much real usage the template has behind it.