II.
LibraryAgent JSON
Structured · livelib-agent:decision-intelligence--optimization-specialist
optimization-specialist json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:decision-intelligence--optimization-specialist",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "optimization-specialist",
"description": "Agent specialized in mathematical optimization, prescriptive analytics, and decision recommendation",
"libraryPath": "library/specializations/domains/business/decision-intelligence/agents/optimization-specialist/AGENT.md",
"specialization": "decision-intelligence",
"role": "Execution Agent",
"expertise": [
"Problem formulation",
"Solver selection",
"Model implementation",
"Solution generation",
"Sensitivity analysis",
"Business translation",
"Implementation planning",
"What-if scenario execution"
]
},
"outgoingEdges": [
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "skill-area:strategic-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": [
{
"from": "lib-process:customer-experience--self-service-optimization",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:digital-marketing--email-marketing-campaign",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:digital-marketing--marketing-automation-workflow",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:digital-marketing--programmatic-display",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:logistics--reorder-point-calculation",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:scientific-discovery--bias-variance-tradeoff",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:scientific-discovery--signal-detection-threshold-reasoning",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:healthcare--ehr-implementation-methodology",
"to": "lib-agent:decision-intelligence--optimization-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}