II.
LibraryProcess JSON
Structured · livelib-process:scientific-discovery--rough-set-reasoning
rough-set-reasoning json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-process:scientific-discovery--rough-set-reasoning",
"_kind": "LibraryProcess",
"_file": "generated-library/processes.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "rough-set-reasoning",
"description": "Approximate concepts via lower/upper bounds given limited features - handling vagueness from incomplete information",
"libraryPath": "library/specializations/domains/science/scientific-discovery/rough-set-reasoning.js",
"specialization": "scientific-discovery",
"usesAgents": [
"information-system-agent",
"indiscernibility-agent",
"approximation-agent",
"boundary-region-agent",
"roughness-measures-agent",
"attribute-reduction-agent",
"decision-rule-agent",
"rough-set-quality-agent",
"rough-set-report-agent"
]
},
"outgoingEdges": [
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "skill-area:deep-web-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "domain:scientific-discovery",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "role:research-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "workflow:peer-review-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "specialization:scientific-research-methods",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--rough-set-reasoning",
"to": "specialization:scientific-discovery",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": []
}