iiRecord
Agentic AI Atlas · probabilistic-modeler
lib-agent:decision-intelligence--probabilistic-modelera5c.ai
II.
LibraryAgent JSON

lib-agent:decision-intelligence--probabilistic-modeler

Structured · live

probabilistic-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:decision-intelligence--probabilistic-modeler",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "probabilistic-modeler",
    "description": "Agent specialized in uncertainty quantification, probabilistic modeling, and simulation analysis",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/agents/probabilistic-modeler/AGENT.md",
    "specialization": "decision-intelligence",
    "role": "Analysis Agent",
    "expertise": [
      "Uncertainty identification",
      "Distribution selection and fitting",
      "Correlation structure modeling",
      "Monte Carlo simulation design",
      "Output analysis and interpretation",
      "Risk metric calculation",
      "Sensitivity analysis",
      "Communication of uncertainty"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "skill-area:quantitative-modeling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "skill-area:financial-risk-modeling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "role:quantitative-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "role:research-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--probabilistic-modeler",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}