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Skills

Discipline-enforcing workflows tested with "red/green/refactor" methodology to prevent common mistakes under pressure.

UI & Design

SkillWhen to Use
higQuick design decisions, HIG compliance checklists, defending design choices
hig-refComprehensive HIG reference with code examples and best practices
liquid-glassImplementing Liquid Glass effects, debugging visual artifacts, design review pressure
liquid-glass-refComplete Liquid Glass adoption guide (icons, controls, navigation, windows)
swiftui-architectureSeparating logic from views, choosing architecture patterns (MVVM, TCA, Coordinator)
swiftui-performanceApp feels sluggish, animations stutter, SwiftUI Instrument profiling
swiftui-debuggingView doesn't update, preview crashes, layout issues
swiftui-debugging-diagSystematic SwiftUI debugging, intermittent issues, complex state dependencies
swiftui-gesturesImplementing tap, drag, long press, magnification, rotation gestures
swiftui-layoutAdaptive layouts, iPad multitasking, iOS 26 free-form windows
swiftui-layout-refViewThatFits, AnyLayout, Layout protocol, iOS 26 window APIs
swiftui-navNavigationStack vs NavigationSplitView, deep links, coordinator patterns
swiftui-nav-diagNavigation not responding, unexpected pops, deep link failures
swiftui-nav-refComprehensive SwiftUI navigation API reference (iOS 16-26)
swiftui-26-refiOS 26 SwiftUI: Liquid Glass, WebView, AttributedString rich text, 3D charts
textkit-refTextKit 2 architecture, migration, Writing Tools support
typography-refSan Francisco fonts, text styles, Dynamic Type, tracking, leading
uikit-animation-debuggingCAAnimation issues, completion handlers, spring physics

Computer Vision

SkillWhen to Use
visionSubject segmentation, hand/body pose, text recognition (OCR), barcode/QR scanning, document scanning
vision-refComplete Vision framework API reference with code examples
vision-diagSubject not detected, text not recognized, barcode issues, performance problems

Machine Learning

SkillWhen to Use
coremlDeploy custom ML models, model conversion, compression, LLM inference with KV-cache
coreml-refCoreML API reference, MLTensor, coremltools, state management
coreml-diagModel load failures, slow inference, compression accuracy loss
speechSpeech-to-text with SpeechAnalyzer (iOS 26+), live transcription, file transcription

Debugging

SkillWhen to Use
accessibility-diagVoiceOver issues, Dynamic Type violations, WCAG compliance, App Store Review prep
auto-layout-debuggingConstraint conflicts, ambiguous layout warnings, Auto Layout errors
build-performanceSlow builds, type checking bottlenecks, analyzing Build Timeline
build-debuggingDependency conflicts, CocoaPods/SPM failures
core-data-diagSchema migration crashes, thread-confinement errors, N+1 query performance
deep-link-debuggingDebug-only deep links for testing, simulator navigation, automated testing
memory-debuggingMemory leaks, retain cycles, progressive memory growth
objc-block-retain-cyclesBlock memory leaks, weak-strong patterns
performance-profilingApp feels slow, profiling with Instruments
xcode-debuggingBUILD FAILED, simulator hangs, zombie processes

Concurrency

SkillWhen to Use
swift-concurrencySwift 6 actor isolation, Sendable errors, data races

Persistence & Storage

SkillWhen to Use
cloud-syncCloudKit vs iCloud Drive, offline-first sync, conflict resolution
cloudkit-refCloudKit sync, CKSyncEngine, CKRecord, shared database, conflict resolution
cloud-sync-diagFile not syncing, CloudKit errors, sync conflicts, iCloud upload failures
codableJSON encoding/decoding, Codable conformance, handling decode errors, date strategies
core-dataCore Data stack, concurrency patterns, relationship modeling, iOS 16 support
database-migrationAdding database columns, schema changes, migration errors
file-protection-refFileProtectionType, file encryption, data protection, secure storage
grdbRaw SQL queries, complex joins, ValueObservation
icloud-drive-refiCloud Drive, ubiquitous containers, NSFileCoordinator, file sync
realm-migration-refMigrating from Realm to SwiftData (Device Sync sunset Sept 2025)
sqlitedataSQLiteData patterns, batch imports, CloudKit sync
storage-diagFiles disappeared, data missing, backup too large, file not found
storage-management-refPurge files, storage pressure, isExcludedFromBackup, cache management
storageWhere to store data, SwiftData vs files, CloudKit vs iCloud Drive
swiftdata@Model, @Query, CloudKit integration
swiftdata-migrationSwiftData custom schema migrations, relationship preservation
swiftdata-migration-diagMigration crashes, relationship errors, device vs simulator failures
sqlitedata-migrationMigrating from SwiftData to SQLiteData

Integration

SkillWhen to Use
app-discoverabilityApp Intents, App Shortcuts, Core Spotlight, NSUserActivity for Spotlight/Siri suggestions
app-intents-refSiri, Apple Intelligence, Shortcuts, Spotlight integration (iOS 16+)
app-shortcuts-refApp Shortcuts, instant Siri availability, suggested phrases
apple-docs-researchResearching Apple frameworks, getting WWDC transcripts, using sosumi.ai
avfoundation-refAVAudioSession, AVAudioEngine, bit-perfect DAC output, iOS 26+ spatial audio capture
core-spotlight-refCore Spotlight search, NSUserActivity, CSSearchableItem, IndexedEntity
extensions-widgetsImplementing widgets, Live Activities, Control Center controls
extensions-widgets-refComplete WidgetKit/ActivityKit API reference
foundation-modelsOn-device AI with Apple's Foundation Models framework (iOS 26+)
foundation-models-diagFoundation Models troubleshooting (context exceeded, guardrails, slow generation)
foundation-models-refComplete Foundation Models API reference with WWDC examples
in-app-purchasesStoreKit 2 implementation, subscriptions, transaction handling
network-framework-refNetwork.framework API reference (iOS 12-26+), TLV framing, Wi-Fi Aware
networkingImplementing UDP/TCP connections, migrating from sockets, debugging connection failures
networking-diagConnection timeouts, TLS failures, data not arriving, performance issues
now-playingNow Playing metadata, Lock Screen/Control Center integration, remote commands
storekit-refComplete StoreKit 2 API reference with iOS 18.4 enhancements

Testing

SkillWhen to Use
ui-testingRecording UI tests, flaky tests, race conditions

Skill Development Methodology

Skills in Axiom are developed using rigorous quality standards:

TDD-Tested Skills

Battle-tested against real-world scenarios and pressure conditions:

  • axiom-xcode-debugging – Handles mysterious build failures, zombie processes, and simulator hangs
  • axiom-swift-concurrency – Prevents data races and actor isolation errors in Swift 6
  • axiom-database-migration – Prevents data loss during schema changes with 100k+ users
  • axiom-swiftdata – Handles CloudKit corruption, many-to-many relationships, and unfollow patterns
  • axiom-memory-debugging – Finds PhotoKit leaks and diagnoses non-reproducible memory issues
  • axiom-ui-testing – Handles flaky tests, network conditions, and App Store review blockers
  • axiom-build-debugging – Resolves dependency conflicts under production crisis pressure
  • axiom-liquid-glass – Navigates design review pressure and variant decision conflicts
  • axiom-swiftui-performance – Diagnoses performance issues under App Store deadline pressure
  • axiom-swiftui-debugging – Solves intermittent view updates and preview crashes
  • axiom-performance-profiling – Identifies CPU bottlenecks, memory growth, and N+1 queries
  • axiom-sqlitedata – Handles StructuredQueries migration crashes and data-loss scenarios
  • axiom-grdb – Optimizes complex join queries and ValueObservation performance

Reference Skills

All reference skills are reviewed against 4 quality criteria:

  1. Accuracy – Every claim cited to official sources, code tested
  2. Completeness – 80%+ coverage, edge cases documented, troubleshooting sections
  3. Clarity – Examples first, scannable structure, jargon defined
  4. Practical Value – Copy-paste ready, expert checklists, real-world impact

Current reference skills

  • axiom-accessibility-diag – WCAG compliance, VoiceOver testing, Accessibility Inspector workflows
  • axiom-app-intents-ref – Siri, Apple Intelligence, Shortcuts, Spotlight integration
  • axiom-swiftui-26-ref – iOS 26 SwiftUI: Liquid Glass, WebView, rich text, 3D charts
  • axiom-core-data-diag – Core Data troubleshooting and optimization
  • axiom-realm-migration-ref – Migration patterns from Realm to SwiftData
  • axiom-network-framework-ref – Network.framework API reference (iOS 12-26+)
  • axiom-avfoundation-ref – AVFoundation audio APIs, iOS 26+ spatial audio, bit-perfect DAC
  • axiom-foundation-models-ref – Apple Intelligence Foundation Models framework (iOS 26+)
  • axiom-foundation-models-diag – Foundation Models troubleshooting and diagnostics
  • axiom-swiftui-layout-ref – ViewThatFits, AnyLayout, Layout protocol, iOS 26 window APIs

Contributing

This is a preview release. Feedback welcome!

Released under the MIT License