iiRecord
Agentic AI Atlas · toc-practitioner
lib-agent:operations--toc-practitionera5c.ai
II.
LibraryAgent JSON

lib-agent:operations--toc-practitioner

Structured · live

toc-practitioner 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:operations--toc-practitioner",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "toc-practitioner",
    "description": "Agent specialized in Theory of Constraints implementation with constraint management and thinking processes",
    "libraryPath": "library/specializations/domains/business/operations/agents/toc-practitioner/AGENT.md",
    "specialization": "operations",
    "role": "TOC Practitioner",
    "expertise": [
      "System constraint identification",
      "Five focusing steps execution",
      "Thinking process facilitation",
      "Throughput improvement",
      "Buffer management",
      "Policy constraint resolution"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "skill-area:capacity-planning-ops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "skill-area:strategic-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "skill-area:change-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "domain:operations",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "role:strategic-planner",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "workflow:vendor-onboarding",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "workflow:vendor-evaluation",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:operations--toc-practitioner",
      "to": "specialization:operations",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}