iiRecord
Agentic AI Atlas · statistical-modeler
lib-agent:mathematics--statistical-modelera5c.ai
II.
LibraryAgent JSON

lib-agent:mathematics--statistical-modeler

Structured · live

statistical-modeler json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/agents.yamlCluster · generated-library
Record JSON
{
  "id": "lib-agent:mathematics--statistical-modeler",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "statistical-modeler",
    "description": "Agent specialized in statistical model selection and diagnostics",
    "libraryPath": "library/specializations/domains/science/mathematics/agents/statistical-modeler/AGENT.md",
    "specialization": "mathematics",
    "role": "Statistics Agent",
    "expertise": [
      "Model assumption checking",
      "Goodness-of-fit assessment",
      "Information criterion interpretation",
      "Cross-validation design",
      "Model comparison",
      "Diagnostic interpretation"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "role:research-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:mathematics--statistical-modeler",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:social-sciences--statistical-analysis-pipeline",
      "to": "lib-agent:mathematics--statistical-modeler",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}