- Clarifies no app/Mac/Xcode needed for training data collection
- Documents photography setup for foils (angles, black bg, raking light)
- Documents photography setup for damage and non-foil cards
- Explains the cropping rule and why it matters for model accuracy
- Lists free cropping tools for Windows and cross-platform
- Image quantity guide (min vs recommended per class)
- Explains Scryfall image downloads as a NonFoil supplement
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Documents the full ML feedback loop:
- How user corrections trigger uploads (by label: Foil_, Condition_, Identity_)
- User opt-in requirement and AppConfig.isTrainingOptIn
- Firebase Storage rules (training write-only, models read-only)
- How to download collected data via Firebase CLI
- Image review and sorting process before retraining
- Create ML retraining workflow
- OTA model push via Firebase Storage models/ folder
- Recommended retraining schedule
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Added Development Roadmap table showing all steps and Mac requirements
- Added Part 3: Card Database explaining IYmtg_Builder_Mac and cards.json
- Added Part 4: Xcode Project Setup from source (create, add files, SPM, capabilities)
- Added privacy plist keys and PrivacyInfo.xcprivacy guidance
- Added OTA model update restart requirement note
- Expanded Release Checklist with database and ML model checks
- Renumbered all parts consistently (Part 1-10)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Adds appVersion and buildNumber to AppConfig.swift for centralized version management.
- Updates scryfallUserAgent to use the dynamic appVersion.
- Updates .gitignore to exclude AI asset and training directories.
- Adds a version check step to the README release checklist.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Primary sync: replace PersistenceActor JSON file with SwiftData + CloudKit
- Add SavedCardModel (@Model class) and PersistenceController (ModelContainer
with .automatic CloudKit, fallback to local). BackgroundPersistenceActor
(@ModelActor) handles all DB I/O off the main thread.
- One-time migration imports user_collection.json into SwiftData and renames
the original file to prevent re-import.
- Inject modelContainer into SwiftUI environment in IYmtgApp.
Image storage: Documents/UserContent/ subfolder (blueprint requirement)
- ImageManager.dir now targets iCloud Documents/UserContent/ (or local equiv).
- migrateImagesToUserContent() moves existing JPGs to the new subfolder on
first launch; called during the SwiftData migration.
Firebase: demoted to optional manual backup (metadata only, no images)
- Remove all automatic CloudEngine.save/delete/batchUpdatePrices calls from
CollectionViewModel mutations.
- Add backupAllToFirebase() for user-triggered metadata sync.
- Add isFirebaseBackupEnabled to AppConfig (default false).
- Add Cloud Backup section in Library settings with iCloud vs Firebase
explanation and "Backup Metadata to Firebase Now" button.
Also: full modular refactor (Data/, Features/, Services/ directories) and
README updated with CloudKit setup steps and revised release checklist.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
