II.
Specialization JSON
Structured · livespecialization:knowledge-management
Knowledge Management json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:knowledge-management",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Knowledge Management",
"description": "Organizational knowledge capture, structuring, and retrieval systems. Covers\nwiki design, documentation culture, institutional memory preservation,\nand knowledge graph construction for enterprise contexts.\n"
},
"outgoingEdges": [
{
"from": "specialization:knowledge-management",
"to": "domain:knowledge-management",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:knowledge-management",
"to": "specialization:knowledge-management",
"kind": "contains"
},
{
"from": "skill-area:learning-development",
"to": "specialization:knowledge-management",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:knowledge-management--kg-specialist",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:knowledge-management--knowledge-analyst",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--after-action-review",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--best-practice-documentation",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--chat-transcript-summarizer",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--community-content-curation",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--community-facilitation-engagement",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--community-health-assessment",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--community-of-practice-launch",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--continuous-improvement-integration",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--critical-knowledge-identification",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--cross-functional-knowledge-exchange",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--double-loop-learning",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--enterprise-knowledge-base-architecture",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--expert-directory-development",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--expert-knowledge-elicitation",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--expert-matching",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--expertise-profiling",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-audit-assessment",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-base-content",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-base-quality-assurance",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-lifecycle-management",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-management-strategy",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-network-mapping",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-sharing-events",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--knowledge-transfer-succession",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--learning-from-failure",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--learning-organization-assessment",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--lessons-learned-documentation",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--lessons-learned-integration",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--mentoring-program-design",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--mentoring-program",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--onboarding-knowledge-transfer",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--project-knowledge-capture",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--reflection-retrospective",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--search-optimization",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--tacit-to-explicit-conversion",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:knowledge-management--taxonomy-metadata-governance",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:knowledge-management--autocomplete-engine",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:knowledge-management--knowledge-analytics",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:knowledge-management--semantic-similarity",
"to": "specialization:knowledge-management",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-knowledge-management",
"to": "specialization:knowledge-management",
"kind": "documents"
}
]
}