II.
LibraryAgent JSON
Structured · livelib-agent:operations--demand-planning-analyst
demand-planning-analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:operations--demand-planning-analyst",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "demand-planning-analyst",
"description": "Agent specialized in demand forecasting and analysis with statistical and collaborative methods",
"libraryPath": "library/specializations/domains/business/operations/agents/demand-planning-analyst/AGENT.md",
"specialization": "operations",
"role": "Demand Planning Analyst",
"expertise": [
"Baseline forecast generation",
"Demand signal analysis",
"Forecast accuracy tracking",
"Bias correction",
"New product forecasting",
"Demand sensing integration"
]
},
"outgoingEdges": [
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "domain:operations",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "role:data-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "role:procurement-manager",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "workflow:vendor-onboarding",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "workflow:vendor-evaluation",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "specialization:operations",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": [
{
"from": "lib-process:supply-chain--demand-forecasting",
"to": "lib-agent:operations--demand-planning-analyst",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}