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Agentic AI Atlas · optimization-specialist
lib-agent:decision-intelligence--optimization-specialista5c.ai
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LibraryAgent JSON

lib-agent:decision-intelligence--optimization-specialist

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optimization-specialist 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--optimization-specialist",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "optimization-specialist",
    "description": "Agent specialized in mathematical optimization, prescriptive analytics, and decision recommendation",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/agents/optimization-specialist/AGENT.md",
    "specialization": "decision-intelligence",
    "role": "Execution Agent",
    "expertise": [
      "Problem formulation",
      "Solver selection",
      "Model implementation",
      "Solution generation",
      "Sensitivity analysis",
      "Business translation",
      "Implementation planning",
      "What-if scenario execution"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "skill-area:quantitative-modeling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "skill-area:strategic-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "role:quantitative-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:decision-intelligence--optimization-specialist",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:customer-experience--self-service-optimization",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:digital-marketing--email-marketing-campaign",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:digital-marketing--marketing-automation-workflow",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:digital-marketing--programmatic-display",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:logistics--reorder-point-calculation",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:scientific-discovery--bias-variance-tradeoff",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:scientific-discovery--signal-detection-threshold-reasoning",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:healthcare--ehr-implementation-methodology",
      "to": "lib-agent:decision-intelligence--optimization-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}

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