II.
SkillArea JSON
Structured · liveskill-area:desktop-system-integration
Desktop System Integration json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:desktop-system-integration",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Desktop System Integration",
"description": "Integrating desktop apps with OS-level services — file system watchers,\nsystem tray icons, global shortcuts, native notifications, drag-and-drop,\nclipboard, auto-update mechanisms, and single-instance enforcement.\n",
"domains": [
"specialization:desktop-development"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:desktop-system-integration",
"to": "specialization:desktop-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:desktop-ui-frameworks",
"to": "skill-area:desktop-system-integration",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:desktop-application",
"to": "skill-area:desktop-system-integration",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:digital-signage",
"to": "skill-area:desktop-system-integration",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:desktop-development--code-signing-specialist",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--desktop-security-auditor",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--electron-architect",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--macos-platform-expert",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--swiftui-macos-expert",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--windows-platform-expert",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:desktop-development--wpf-dotnet-expert",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:desktop-development--file-system-integration",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:desktop-development--appkit-menu-bar-builder",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--clipboard-handler",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--gdpr-consent-manager",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--global-shortcut-manager",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--keychain-credential-manager",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--linux-gpg-signing",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--macos-codesign-workflow",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--macos-entitlements-generator",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--macos-notarization-workflow",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--native-notification-builder",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--power-management-monitor",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--sandbox-entitlements-auditor",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:desktop-development--screen-capture-api",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--windows-authenticode-signer",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:desktop-development--wpf-mvvm-scaffold",
"to": "skill-area:desktop-system-integration",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
}
]
}