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Matthias a60a76b797 Add scan flow MVP and local Axiom skill workspace
This snapshot establishes the camera-to-result recognition flow and related tests while checking in the project skill/docs assets required for the configured local tooling.
2026-04-19 21:11:32 +02:00

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---
name: axiom-ios-data
description: Use when working with ANY data persistence, database, axiom-storage, CloudKit, migration, or serialization. Covers SwiftData, Core Data, GRDB, SQLite, CloudKit sync, file storage, Codable, migrations.
license: MIT
---
# iOS Data & Persistence Router
**You MUST use this skill for ANY data persistence, database, axiom-storage, CloudKit, or serialization work.**
## When to Use
Use this router 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)
## Routing Logic
### SwiftData
**Working with SwiftData**`/skill axiom-swiftdata`
**Schema migration**`/skill axiom-swiftdata-migration`
**Migration issues**`/skill axiom-swiftdata-migration-diag`
**Migrating from Realm**`/skill axiom-realm-migration-ref`
**SwiftData vs SQLiteData**`/skill axiom-sqlitedata-migration`
### Other Databases
**GRDB queries**`/skill axiom-grdb`
**SQLiteData**`/skill axiom-sqlitedata`
**Advanced SQLiteData**`/skill axiom-sqlitedata-ref`
**Core Data patterns**`/skill axiom-core-data`
**Core Data issues**`/skill axiom-core-data-diag`
### Migrations
**Database migration safety**`/skill axiom-database-migration` (critical - prevents data loss)
### Serialization
**Codable issues**`/skill axiom-codable`
### Cloud Storage
**Cloud sync patterns**`/skill axiom-cloud-sync`
**CloudKit**`/skill axiom-cloudkit-ref`
**iCloud Drive**`/skill axiom-icloud-drive-ref`
**Cloud sync errors**`/skill axiom-cloud-sync-diag`
### Keychain & Encryption
**Keychain / secure credential storage**`/skill axiom-keychain`
**Keychain errors**`/skill axiom-keychain-diag`
**Keychain API reference**`/skill axiom-keychain-ref`
**Encryption / signing / key management**`/skill axiom-cryptokit`
**CryptoKit API reference**`/skill axiom-cryptokit-ref`
### File Storage
**Storage strategy**`/skill axiom-storage`
**Storage issues**`/skill axiom-storage-diag`
**Storage management**`/skill axiom-storage-management-ref`
**File protection**`/skill axiom-file-protection-ref`
### tvOS Storage
**tvOS data persistence**`/skill axiom-tvos` (CRITICAL: no persistent local storage on tvOS)
**tvOS + CloudKit**`/skill axiom-sqlitedata` (recommended: SyncEngine as persistent store)
### Automated Scanning
**Core Data audit** → Launch `core-data-auditor` agent or `/axiom:audit core-data` (migration risks, thread-confinement, N+1 queries, production data loss)
**Codable audit** → Launch `codable-auditor` agent or `/axiom:audit codable` (try? swallowing errors, JSONSerialization, date handling)
**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? → swiftdata, swiftdata-migration
2. Core Data? → core-data, core-data-diag
3. GRDB? → grdb
4. SQLiteData? → sqlitedata, sqlitedata-ref
5. ANY schema migration? → database-migration (ALWAYS — prevents data loss)
6. Realm migration? → realm-migration-ref
7. SwiftData vs SQLiteData? → sqlitedata-migration
8. Cloud sync architecture? → cloud-sync
9. CloudKit? → cloudkit-ref
10. iCloud Drive? → icloud-drive-ref
11. Cloud sync errors? → cloud-sync-diag
12. Codable/JSON serialization? → codable
13. File storage strategy? → storage, storage-diag, storage-management-ref
14. File protection? → file-protection-ref
15. Keychain / storing tokens, passwords, secrets securely? → keychain, keychain-diag, keychain-ref
16. SecItem errors (errSecDuplicateItem, errSecItemNotFound, errSecInteractionNotAllowed)? → keychain-diag
17. Encryption, signing, Secure Enclave, CryptoKit? → cryptokit, cryptokit-ref
18. Quantum-secure cryptography, HPKE, ML-KEM? → cryptokit
19. Want Core Data safety scan? → core-data-auditor (Agent)
16. Want Codable anti-pattern scan? → codable-auditor (Agent)
17. Want iCloud sync audit? → icloud-auditor (Agent)
18. Want storage location audit? → storage-auditor (Agent)
19. Want database schema/migration safety scan? → database-schema-auditor (Agent)
20. Want SwiftData code audit? → swiftdata-auditor (Agent)
21. tvOS data persistence? → axiom-tvos (CRITICAL: no persistent local storage) + axiom-sqlitedata (CloudKit SyncEngine)
## Anti-Rationalization
| Thought | Reality |
|---------|---------|
| "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. axiom-tvos explains 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 invoke `/skill axiom-database-migration` 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"
→ Invoke: `/skill axiom-database-migration` (critical - prevents data loss)
User: "How do I query SwiftData with complex filters?"
→ Invoke: `/skill axiom-swiftdata`
User: "CloudKit sync isn't working"
→ Invoke: `/skill axiom-cloud-sync-diag`
User: "Should I use SwiftData or SQLiteData?"
→ Invoke: `/skill axiom-sqlitedata-migration`
User: "Check my Core Data code for safety issues"
→ Invoke: `core-data-auditor` agent
User: "Scan for Codable anti-patterns before release"
→ Invoke: `codable-auditor` agent
User: "Audit my iCloud sync implementation"
→ Invoke: `icloud-auditor` agent
User: "Check if my files are stored in the right locations"
→ Invoke: `storage-auditor` agent
User: "Audit my database migrations for safety"
→ Invoke: `database-schema-auditor` agent
User: "Check my SwiftData models for issues"
→ Invoke: `swiftdata-auditor` agent
User: "How do I persist data on tvOS?"
→ Invoke: `/skill axiom-tvos` + `/skill axiom-sqlitedata`
User: "My tvOS app loses data between launches"
→ Invoke: `/skill axiom-tvos`
User: "How do I store an auth token securely?"
→ Invoke: `/skill axiom-keychain`
User: "errSecDuplicateItem but I checked and the item doesn't exist"
→ Invoke: `/skill axiom-keychain-diag`
User: "How do I encrypt data with AES in Swift?"
→ Invoke: `/skill axiom-cryptokit`
User: "I need to sign data with the Secure Enclave"
→ Invoke: `/skill axiom-cryptokit`
User: "What's ML-KEM and should I use it?"
→ Invoke: `/skill axiom-cryptokit`