iiRecord
Agentic AI Atlas · bayesian-statistician
lib-agent:mathematics--bayesian-statisticiana5c.ai
II.
LibraryAgent JSON

lib-agent:mathematics--bayesian-statistician

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bayesian-statistician 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--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
      }
    }
  ]
}