II.
Specialization JSON
Structured · livespecialization:common-utilities
Common Utilities json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:common-utilities",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Common Utilities",
"description": "Cross-cutting utility libraries and shared tooling for software projects.\nCovers logging, configuration management, date/time handling, validation,\nand other foundational utilities reused across applications.\n"
},
"outgoingEdges": [
{
"from": "specialization:common-utilities",
"to": "domain:software-engineering",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "skill-area:configuration-management",
"to": "specialization:common-utilities",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-process:common-utilities--docx-conversion",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:common-utilities--index",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:common-utilities--parallel-combinator",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:common-utilities--compression-archiving",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:common-utilities--date-time-manipulation",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:common-utilities--editor-fluency",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:common-utilities--json-data-wrangling",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:common-utilities--python-implementation",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:common-utilities--vision-extraction",
"to": "specialization:common-utilities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-common-utilities",
"to": "specialization:common-utilities",
"kind": "documents"
}
]
}