القائمة
Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition, barcode scanning.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when implementing ANY Apple Intelligence or on-device AI feature. Covers Foundation Models, @Generable, LanguageModelSession, structured output, Tool protocol, iOS 26 AI integration.
Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code. Covers build failures, compilation errors, dependency conflicts, simulator problems, environment-first diagnostics.
Use when writing ANY async code, actors, threads, or seeing ANY concurrency error. Covers Swift 6 concurrency, @MainActor, Sendable, data races, async/await patterns.
Use when integrating ANY iOS system feature - Siri, Shortcuts, widgets, IAP, localization, privacy, alarms, calendar, reminders, contacts, background tasks, push notifications, timers. Covers App Intents, WidgetKit, StoreKit, EventKit, Contacts.
Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing. Covers AVCaptureSession, PHPicker, PhotosPicker, AVFoundation, Core Haptics, audio recognition, MediaPlayer, CarPlay, MusicKit.
Use when implementing or debugging ANY network connection, API call, or socket. Covers URLSession, Network.framework, NetworkConnection, connection diagnostics.
| name | axiom-vision |
| description | Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition, barcode scanning. |
| license | MIT |
You MUST use this skill for ANY computer vision work using the Vision framework.
| Symptom / Task | Reference |
|---|---|
| Subject segmentation, lifting | See skills/vision-framework.md |
| Hand/body pose detection | See skills/vision-framework.md |
| Text recognition (OCR) | See skills/vision-framework.md |
| Barcode/QR code detection | See skills/vision-framework.md |
| Document scanning | See skills/vision-framework.md |
| DataScannerViewController | See skills/vision-framework.md |
| Structured document extraction (iOS 26+) | See skills/vision-framework.md |
| Isolate object excluding hand | See skills/vision-framework.md |
Tap-to-segment any object OS27 | See skills/vision-ref.md |
Vision on watchOS watchOS27 | See skills/vision-ref.md |
Vision tools for Foundation Models (BarcodeReaderTool, OCRTool) OS27 | See skills/vision-ref.md |
| Vision framework API reference | See skills/vision-ref.md |
| Visual Intelligence integration (iOS 26+, iPadOS27/macOS27) | See skills/vision-ref.md |
Sensitive content classification (nudity/gore/violence), categorized via detectedTypes (OS27) | See skills/vision-ref.md |
| Subject not detected | See skills/vision-diag.md |
| Hand/body pose missing landmarks | See skills/vision-diag.md |
| Low confidence observations | See skills/vision-diag.md |
| UI freezing during processing | See skills/vision-diag.md |
| Coordinate conversion bugs | See skills/vision-diag.md |
| Text not recognized / wrong chars | See skills/vision-diag.md |
| Barcode not detected | See skills/vision-diag.md |
| DataScanner blank / no items | See skills/vision-diag.md |
| Document edges not detected | See skills/vision-diag.md |
digraph vision {
start [label="Computer vision task" shape=ellipse];
what [label="What do you need?" shape=diamond];
start -> what;
what -> "skills/vision-framework.md" [label="implement feature"];
what -> "skills/vision-ref.md" [label="API reference"];
what -> "skills/vision-ref.md" [label="Visual Intelligence"];
what -> "skills/vision-ref.md" [label="tap-to-segment / watchOS / FM tools (27)"];
what -> "skills/vision-diag.md" [label="something broken"];
}
skills/vision-framework.mdskills/vision-ref.md (Visual Intelligence section)skills/vision-ref.mdskills/vision-ref.mdskills/vision-diag.mdImplementation (skills/vision-framework.md):
Diagnostics (skills/vision-diag.md):
| Thought | Reality |
|---|---|
| "Vision framework is just a request/handler pattern" | Vision has coordinate conversion, confidence thresholds, and performance gotchas. vision-framework.md covers them. |
| "I'll handle text recognition without the skill" | VNRecognizeTextRequest has fast/accurate modes and language-specific settings. vision-framework.md has the patterns. |
| "Subject segmentation is straightforward" | Instance masks have HDR compositing and hand-exclusion patterns. vision-framework.md covers complex scenarios. |
| "Visual Intelligence is just the camera API" | Visual Intelligence is a system-level feature requiring IntentValueQuery and SemanticContentDescriptor. vision-ref.md has the integration section. |
| "I'll just process on the main thread" | Vision blocks UI on older devices. Users on iPhone 12 will experience frozen app. 15 min to add background queue. |
User: "How do I detect hand pose in an image?"
→ See skills/vision-framework.md
User: "Isolate a subject but exclude the user's hands"
→ See skills/vision-framework.md
User: "How do I read text from an image?"
→ See skills/vision-framework.md
User: "Scan QR codes with the camera"
→ See skills/vision-framework.md
User: "Subject detection isn't working"
→ See skills/vision-diag.md
User: "Text recognition returns wrong characters"
→ See skills/vision-diag.md
User: "Show me VNDetectHumanBodyPoseRequest examples"
→ See skills/vision-ref.md
User: "How do I make my app work with Visual Intelligence?"
→ See skills/vision-ref.md
User: "Let users tap an object in a photo to cut it out"
→ See skills/vision-ref.md (Iterative Segmentation)
User: "Can I use Vision in my watchOS app?"
→ See skills/vision-ref.md (Vision on watchOS)
User: "RecognizeDocumentsRequest API reference"
→ See skills/vision-ref.md