II.
Specialization JSON
Structured · livespecialization:research
Technical Research json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:research",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-additional.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Technical Research",
"parentDomainId": "domain:scientific-discovery",
"description": "Systematic technical research and literature synthesis — evaluating\nemerging technologies, conducting proof-of-concept investigations, and\nproducing actionable recommendations. Covers academic paper analysis,\nbenchmark design, comparative technology assessments, and translating\nresearch findings into engineering decisions. Bridges academic research\nmethods with practical engineering experimentation. Sourced from\nlibrary/specializations/research/.\n"
},
"outgoingEdges": [
{
"from": "specialization:research",
"to": "domain:scientific-discovery",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:academic-publishing",
"to": "specialization:research",
"kind": "contains"
},
{
"from": "skill-area:autonomous-research-engineering",
"to": "specialization:research",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-process:shared--bmad-analysis",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--cc10x-debug",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--cc10x-plan",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--cc10x-review",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--claudekit-research",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--claudekit-spec-workflow",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--cog-intelligence-cycle",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--debug",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--map-codebase",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--new-project",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--research-phase",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-orchestrator",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--pilot-shell-bugfix",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--rpikit-plan",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spiral-model",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--dispatching-parallel-agents",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--systematic-debugging",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:research--evangelist",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:research--novelties-scanner",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:research--patentable-novelties",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:research--standards-gap-audit",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:research--vendor-researcher",
"to": "specialization:research",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "page:library-research",
"to": "specialization:research",
"kind": "documents"
}
]
}