II.
SkillArea JSON
Structured · liveskill-area:cross-platform-desktop
Cross-Platform Desktop Development json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:cross-platform-desktop",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Cross-Platform Desktop Development",
"description": "Strategies for shipping desktop applications across Windows, macOS,\nand Linux — abstraction layers, conditional compilation, platform-\nspecific packaging (MSI, DMG, AppImage, Flatpak, Snap), and\nautomated multi-platform CI/CD builds.\n",
"domains": [
"specialization:desktop-development"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:cross-platform-desktop",
"to": "specialization:desktop-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:desktop-ui-frameworks",
"to": "skill-area:cross-platform-desktop",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:desktop-application",
"to": "skill-area:cross-platform-desktop",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:cross-platform-desktop",
"to": "skill-area:cross-platform-desktop",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:digital-signage",
"to": "skill-area:cross-platform-desktop",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:cli-mcp-development--shell-portability-expert",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:desktop-development--artifact-distribution-specialist",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--cross-platform-abstraction-architect",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--desktop-ci-architect",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--desktop-migration-strategist",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--flutter-desktop-expert",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--legacy-modernization-expert",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--linux-packaging-expert",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--maui-xamarin-specialist",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--platform-convention-advisor",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--qt-cpp-specialist",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--release-manager",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:desktop-development--tauri-rust-specialist",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:gpu-programming--cross-platform-gpu-expert",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:cli-mcp-development--cross-platform-cli-compatibility",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:desktop-development--auto-update-system",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--code-signing-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--cross-platform-app-init",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--cross-platform-testing",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-accessibility",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-analytics",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-build-pipeline",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-i18n",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-migration",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-ui-implementation",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-ui-testing",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--desktop-unit-testing",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--file-system-integration",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--incremental-feature-e2e-gate",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--inter-app-communication",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--linux-packaging",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--macos-features",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--mvvm-implementation",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--native-notifications",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--performance-optimization",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--security-hardening",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--system-services-integration",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--system-tray-integration",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--windows-features",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:gpu-programming--hip-porting-cross-platform",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:mobile-development--cross-platform-ui-library",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cli-mcp-development--cross-env-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cli-mcp-development--cross-platform-path-handler",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cli-mcp-development--line-ending-normalizer",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cli-mcp-development--pkg-binary-builder",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:cli-mcp-development--posix-shell-validator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:desktop-development--amplitude-desktop-integration",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--appimage-builder",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--avalonia-ui-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--bundle-size-analyzer",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--cross-platform-test-matrix",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--deb-package-builder",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--dmg-creator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--dotnet-clickonce-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--electron-builder-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-ipc-security-audit",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-main-preload-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-memory-profiler",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-mock-factory",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-native-addon-builder",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-protocol-handler-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--electron-tray-menu-builder",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--ev-certificate-validator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--file-dialog-abstraction",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--file-watcher-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--flatpak-manifest-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--flutter-desktop-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--macos-sparkle-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--maui-project-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--msix-package-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--neutralino-js-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--nsis-installer-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--qt-cmake-project-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--qt-installer-framework-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--rpm-spec-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--sentry-desktop-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--snap-yaml-generator",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--tauri-project-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--visual-regression-setup",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--wix-toolset-config",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--hip-rocm",
"to": "skill-area:cross-platform-desktop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
}
]
}