II.
SkillArea JSON
Structured · liveskill-area:desktop-ui-frameworks
Desktop UI Frameworks json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:desktop-ui-frameworks",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Desktop UI Frameworks",
"description": "Building desktop user interfaces with native and cross-platform\nframeworks — Electron, Tauri, Qt/QML, GTK, WPF, SwiftUI, .NET MAUI.\nCovers component architecture, native look-and-feel integration,\naccessibility APIs, and platform-specific rendering pipelines.\n",
"domains": [
"specialization:desktop-development"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:desktop-ui-frameworks",
"to": "specialization:desktop-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:desktop-ui-frameworks",
"to": "skill-area:cross-platform-desktop",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:desktop-ui-frameworks",
"to": "skill-area:desktop-system-integration",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "framework:electron",
"to": "skill-area:desktop-ui-frameworks",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "framework:tauri",
"to": "skill-area:desktop-ui-frameworks",
"kind": "used_by_skill_area",
"attributes": {}
},
{
"from": "skill-area:software-development",
"to": "skill-area:desktop-ui-frameworks",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:desktop-application",
"to": "skill-area:desktop-ui-frameworks",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:cross-platform-desktop",
"to": "skill-area:desktop-ui-frameworks",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:desktop-development--architecture-pattern-advisor",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--desktop-ux-analyst",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--electron-architect",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--flutter-desktop-expert",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--localization-coordinator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--macos-platform-expert",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--maui-xamarin-specialist",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--platform-convention-advisor",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--qt-cpp-specialist",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--swiftui-macos-expert",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--tauri-rust-specialist",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--windows-platform-expert",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--wpf-dotnet-expert",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--auto-update-system",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--code-signing-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--cross-platform-app-init",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--cross-platform-testing",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-accessibility",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-analytics",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-build-pipeline",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-i18n",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-migration",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-ui-implementation",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-ui-testing",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--desktop-unit-testing",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--file-system-integration",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--incremental-feature-e2e-gate",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--inter-app-communication",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--linux-packaging",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--macos-features",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--mvvm-implementation",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--native-notifications",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--performance-optimization",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--security-hardening",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--system-services-integration",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--system-tray-integration",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:desktop-development--windows-features",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--accessibility-test-runner",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--appkit-menu-bar-builder",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--avalonia-ui-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--clipboard-handler",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-auto-updater-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-builder-config",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-ipc-security-audit",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-main-preload-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-memory-profiler",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-mock-factory",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-native-addon-builder",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-protocol-handler-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-tray-menu-builder",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--ev-certificate-validator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--file-dialog-abstraction",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--file-watcher-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--flatpak-manifest-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--flutter-desktop-config",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--global-shortcut-manager",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--macos-codesign-workflow",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--maui-project-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--native-notification-builder",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--neutralino-js-config",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--playwright-electron-config",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--qt-cmake-project-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--qt-qml-component-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--qt-test-fixture-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--qt-translation-workflow",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--qt-widget-accessibility-audit",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--screen-capture-api",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--spectron-test-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--swift-package-manager-config",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--swiftui-view-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--tauri-project-setup",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--winui3-migration-helper",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--wpf-high-dpi-analyzer",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--wpf-mvvm-scaffold",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--wpf-xaml-style-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--xctest-ui-test-generator",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:embedded-systems--stm32-hal",
"to": "skill-area:desktop-ui-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
}
]
}