Axiom axiom-data

Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization. Covers SwiftData, Core Data, GRDB, SQLite, CloudKit sync, file storage, Codable, migrations.

install
source · Clone the upstream repo
git clone https://github.com/CharlesWiltgen/Axiom
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/CharlesWiltgen/Axiom "$T" && mkdir -p ~/.claude/skills && cp -r "$T/axiom-codex/skills/axiom-data" ~/.claude/skills/charleswiltgen-axiom-axiom-data-798b0d && rm -rf "$T"
manifest: axiom-codex/skills/axiom-data/SKILL.md
source content

Data & Persistence

You MUST use this skill for ANY data persistence, database, storage, CloudKit, or serialization work.

When to Use

Use this skill when working with:

  • Databases (SwiftData, Core Data, GRDB, SQLiteData)
  • Schema migrations
  • CloudKit sync
  • File storage (iCloud Drive, local storage)
  • Data serialization (Codable, JSON)
  • Storage strategy decisions
  • Keychain / secure credential storage
  • Encryption, signing, key management (CryptoKit)

Quick Reference

Symptom / TaskReference
SwiftData @Model, @Query, ModelContextSee
skills/swiftdata.md
SwiftData schema migration, VersionedSchemaSee
skills/swiftdata-migration.md
SwiftData migration crashes, data lossSee
skills/swiftdata-migration-diag.md
Migrating from Realm to SwiftDataSee
skills/realm-migration-ref.md
SwiftData vs SQLiteData decisionSee
skills/sqlitedata-migration.md
GRDB queries, ValueObservation, DatabaseMigratorSee
skills/grdb.md
SQLiteData @Table, CRUD, SyncEngineSee
skills/sqlitedata.md
SQLiteData advanced patterns, CTEs, viewsSee
skills/sqlitedata-ref.md
Core Data stack, relationships, concurrencySee
skills/core-data.md
Core Data migration crashes, thread errorsSee
skills/core-data-diag.md
ANY schema migration safetySee
skills/database-migration.md
Codable, JSON encoding/decodingSee
skills/codable.md
Cloud sync architecture, offline-firstSee
skills/cloud-sync.md
CloudKit, CKSyncEngine, CKRecordSee
skills/cloudkit-ref.md
iCloud Drive, ubiquitous containersSee
skills/icloud-drive-ref.md
Cloud sync errors, conflict resolutionSee
skills/cloud-sync-diag.md
Storage strategy, where to store dataSee
skills/storage.md
Storage issues, files disappearedSee
skills/storage-diag.md
Storage management, disk pressureSee
skills/storage-management-ref.md
Keychain / secure credential storageSee axiom-security (skills/keychain.md)
Keychain errors (errSecDuplicateItem)See axiom-security (skills/keychain-diag.md)
Keychain API referenceSee axiom-security (skills/keychain-ref.md)
Encryption / signing / key managementSee axiom-security (skills/cryptokit.md)
CryptoKit API referenceSee axiom-security (skills/cryptokit-ref.md)
File protection, NSFileProtectionSee axiom-security (skills/file-protection-ref.md)
tvOS data persistence (no local storage)See axiom-swift (skills/tvos.md)
tvOS + CloudKit SyncEngineSee
skills/sqlitedata.md

Automated Scanning

Core Data audit → Launch

core-data-auditor
agent or
/axiom:audit core-data
(safety violations, architectural gaps — migration options, thread-confinement, N+1 queries, merge policies, context isolation) Codable audit → Launch
codable-auditor
agent or
/axiom:audit codable
(safety violations, semantic gaps — try? swallowing errors, JSONSerialization, date handling, silent field drops, wrapper-hidden fallbacks, cross-file strategy drift, enum future-case crashes) iCloud audit → Launch
icloud-auditor
agent or
/axiom:audit icloud
(entitlement checks, file coordination, CloudKit anti-patterns) Storage audit → Launch
storage-auditor
agent or
/axiom:audit storage
(wrong file locations, missing backup exclusions, data loss risks) Database schema audit → Launch
database-schema-auditor
agent or
/axiom:audit database-schema
(unsafe ALTER TABLE, DROP operations, missing idempotency, foreign key misuse) SwiftData audit → Launch
swiftdata-auditor
agent or
/axiom:audit swiftdata
(struct models, missing VersionedSchema, relationship defaults, background context misuse, N+1 patterns)

Decision Tree

  1. SwiftData? →
    skills/swiftdata.md
    ,
    skills/swiftdata-migration.md
  2. Core Data? →
    skills/core-data.md
    ,
    skills/core-data-diag.md
  3. GRDB? →
    skills/grdb.md
  4. SQLiteData? →
    skills/sqlitedata.md
    ,
    skills/sqlitedata-ref.md
  5. ANY schema migration? →
    skills/database-migration.md
    (ALWAYS — prevents data loss)
  6. Realm migration? →
    skills/realm-migration-ref.md
  7. SwiftData vs SQLiteData? →
    skills/sqlitedata-migration.md
  8. Cloud sync architecture? →
    skills/cloud-sync.md
  9. CloudKit? →
    skills/cloudkit-ref.md
  10. iCloud Drive? →
    skills/icloud-drive-ref.md
  11. Cloud sync errors? →
    skills/cloud-sync-diag.md
  12. Codable/JSON serialization? →
    skills/codable.md
  13. File storage strategy? →
    skills/storage.md
    ,
    skills/storage-diag.md
    ,
    skills/storage-management-ref.md
  14. File protection? → See axiom-security (skills/file-protection-ref.md)
  15. Keychain / storing tokens, passwords, secrets securely? → See axiom-security (skills/keychain.md), See axiom-security (skills/keychain-diag.md), See axiom-security (skills/keychain-ref.md)
  16. SecItem errors (errSecDuplicateItem, errSecItemNotFound, errSecInteractionNotAllowed)? → See axiom-security (skills/keychain-diag.md)
  17. Encryption, signing, Secure Enclave, CryptoKit? → See axiom-security (skills/cryptokit.md), See axiom-security (skills/cryptokit-ref.md)
  18. Quantum-secure cryptography, HPKE, ML-KEM? → See axiom-security (skills/cryptokit.md)
  19. Want Core Data safety scan? → core-data-auditor (Agent)
  20. Want Codable anti-pattern scan? → codable-auditor (Agent)
  21. Want iCloud sync audit? → icloud-auditor (Agent)
  22. Want storage location audit? → storage-auditor (Agent)
  23. Want database schema/migration safety scan? → database-schema-auditor (Agent)
  24. Want SwiftData code audit? → swiftdata-auditor (Agent)
  25. tvOS data persistence? → See axiom-swift (skills/tvos.md) (CRITICAL: no persistent local storage) +
    skills/sqlitedata.md
    (CloudKit SyncEngine)
  26. SwiftData @MainActor / background context threading? →
    /skill axiom-concurrency
  27. Structured data generation with Foundation Models? →
    /skill axiom-ai

Sync patterns

  • HealthKit anchored/observer queries as a generalizable change-tracking pattern → See axiom-health (skills/sync-and-background.md)

Anti-Rationalization

ThoughtReality
"Just adding a column, no migration needed"Schema changes without migration crash users. database-migration prevents data loss.
"I'll handle the migration manually"Manual migrations miss edge cases. database-migration covers rollback and testing.
"Simple query, I don't need the skill"Query patterns prevent N+1 and thread-safety issues. The skill has copy-paste solutions.
"CloudKit sync is straightforward"CloudKit has 15+ failure modes. cloud-sync-diag diagnoses them systematically.
"I know Codable well enough"Codable has silent data loss traps (try? swallows errors). codable skill prevents production bugs.
"I'll use local storage on tvOS"tvOS has NO persistent local storage. System deletes Caches at any time. See axiom-swift (skills/tvos.md) for the iCloud-first pattern.
"UserDefaults is fine for this token"UserDefaults is unencrypted, backed up to iCloud, and visible to MDM profiles. One audit catches it. keychain stores tokens securely.
"I'll encrypt it myself with CommonCrypto"CryptoKit replaced CommonCrypto's buffer-management nightmares with one-line APIs. cryptokit prevents misuse.

Critical Pattern: Migrations

ALWAYS read

skills/database-migration.md
when adding/modifying database columns.

This prevents:

  • "FOREIGN KEY constraint failed" errors
  • "no such column" crashes
  • Data loss from unsafe migrations

Example Invocations

User: "I need to add a column to my SwiftData model" → Read:

skills/database-migration.md
(critical - prevents data loss)

User: "How do I query SwiftData with complex filters?" → Read:

skills/swiftdata.md

User: "CloudKit sync isn't working" → Read:

skills/cloud-sync-diag.md

User: "Should I use SwiftData or SQLiteData?" → Read:

skills/sqlitedata-migration.md

User: "Check my Core Data code for safety issues" → Launch:

core-data-auditor
agent

User: "Scan for Codable anti-patterns before release" → Launch:

codable-auditor
agent

User: "Audit my iCloud sync implementation" → Launch:

icloud-auditor
agent

User: "Check if my files are stored in the right locations" → Launch:

storage-auditor
agent

User: "Audit my database migrations for safety" → Launch:

database-schema-auditor
agent

User: "Check my SwiftData models for issues" → Launch:

swiftdata-auditor
agent

User: "How do I persist data on tvOS?" → Invoke: See axiom-swift (skills/tvos.md) + Read:

skills/sqlitedata.md

User: "My tvOS app loses data between launches" → Invoke: See axiom-swift (skills/tvos.md)

User: "How do I store an auth token securely?" → Invoke: See axiom-security (skills/keychain.md)

User: "errSecDuplicateItem but I checked and the item doesn't exist" → Invoke: See axiom-security (skills/keychain-diag.md)

User: "How do I encrypt data with AES in Swift?" → Invoke: See axiom-security (skills/cryptokit.md)

User: "I need to sign data with the Secure Enclave" → Invoke: See axiom-security (skills/cryptokit.md)

User: "What's ML-KEM and should I use it?" → Invoke: See axiom-security (skills/cryptokit.md)