II.
LibraryAgent JSON
Structured · livelib-agent:mathematics--bayesian-statistician
bayesian-statistician json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:mathematics--bayesian-statistician",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "bayesian-statistician",
"description": "Agent specialized in Bayesian inference and probabilistic modeling",
"libraryPath": "library/specializations/domains/science/mathematics/agents/bayesian-statistician/AGENT.md",
"specialization": "mathematics",
"role": "Statistics Agent",
"expertise": [
"Prior elicitation guidance",
"Model specification",
"MCMC diagnostics interpretation",
"Posterior analysis",
"Model comparison",
"Hierarchical model design"
]
},
"outgoingEdges": [
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "skill-area:mathematical-reasoning",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "domain:mathematics",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "role:research-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "specialization:computational-mathematics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:mathematics--bayesian-statistician",
"to": "specialization:mathematics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": [
{
"from": "lib-process:mathematics--bayesian-inference-workflow",
"to": "lib-agent:mathematics--bayesian-statistician",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}