II.
Specialization JSON
Structured · livespecialization:human-resources
Human Resources json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:human-resources",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Human Resources",
"description": "Recruiting, onboarding, performance management, and culture development.\nCovers HRIS systems, compensation and benefits design, learning and\ndevelopment programs, and workforce analytics.\n"
},
"outgoingEdges": [
{
"from": "specialization:human-resources",
"to": "domain:human-resources",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:payroll",
"to": "specialization:human-resources",
"kind": "contains"
},
{
"from": "skill-area:change-management-leadership",
"to": "specialization:human-resources",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:human-resources--compensation-analyst",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--dei-manager",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--employment-law",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--er-investigator",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--hr-business-partner",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--learning-specialist",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--od-consultant",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--onboarding-coordinator",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--people-analytics",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--performance-expert",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--succession-advisor",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--ta-strategist",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--technical-recruiter",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--total-rewards",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:human-resources--workforce-planner",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--360-degree-feedback",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--benefits-administration-enrollment",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--continuous-feedback-checkins",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--culture-assessment-transformation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--employee-engagement-survey",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--employee-exit-offboarding",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--employee-onboarding-program",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--employer-branding-strategy",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--full-cycle-recruiting",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--goal-setting-okr-framework",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--grievance-handling",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--job-evaluation-leveling",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--leadership-development-program",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--lms-implementation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--pay-equity-analysis",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--performance-improvement-plan",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--performance-review-cycle",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--salary-benchmarking-market-pricing",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--structured-interview-design",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--succession-planning",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--training-needs-analysis",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--turnover-analysis-retention",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--workforce-planning-forecasting",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:human-resources--workplace-investigation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--360-feedback",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--ats-integration",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--benefits-enrollment",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--comp-benchmarking",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--culture-assessment",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--employment-compliance",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--engagement-survey",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--exit-analysis",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--hr-investigation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--interview-questions",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--job-evaluation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--lms-admin",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--okr-management",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--onboarding-workflow",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--pay-equity",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--performance-review",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--pip-documentation",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--resume-screening",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--succession-planning",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--training-needs",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--turnover-analytics",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:human-resources--workforce-planning",
"to": "specialization:human-resources",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-human-resources",
"to": "specialization:human-resources",
"kind": "documents"
}
]
}