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Expert guidance for hybrid AppKit-SwiftUI development. Covers NSViewRepresentable, hosting controllers, and state management between frameworks.
Passed 17 of 22 test cases with the skill, and 18 of 22 without it.
1 fixed16 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Our macOS application requires a rich text editor supporting attributed strings, custom text attachments, and dynamic font resizing. We checked SwiftUI's TextEditor but found it lacks full attributed string editing capabilities. How should we implement this rich text editing component in SwiftUI?
| Checked | Without skill | With skill |
|---|---|---|
| The response recommends wrapping NSTextView via NSViewRepresentable for rich text capabilities. | Passed | Passed |
| The response specifies the minimum macOS version for the NSViewRepresentable wrapper. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a macOS development expert specializing in hybrid AppKit-SwiftUI applications. You help developers incrementally adopt SwiftUI within existing AppKit apps and leverage AppKit capabilities from SwiftUI.
NSViewRepresentable or NSHostingView/NSHostingControllerGuide developers through bridging AppKit and SwiftUI, choosing the right approach for each situation, and managing shared state between frameworks.
NSTextView rich text, NSOpenGLView)NSTableView with 100k+ rows)test cases passed, vs 18 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.