{
  "id": "lib-process:scientific-discovery--causal-loop-diagram-development",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "causal-loop-diagram-development",
    "description": "Map feedback loops and circular causality in complex systems - Guides practitioners through\ncreating causal loop diagrams (CLDs) to visualize and analyze feedback structures in systems.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/causal-loop-diagram-development.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Sterman, J.D. (2000). Business Dynamics: Systems Thinking and Modeling\n- Senge, P. (1990). The Fifth Discipline\n- Kim, D.H. (1992). Guidelines for Drawing Causal Loop Diagrams"
    ],
    "example": "const result = await orchestrate('domains/science/scientific-discovery/causal-loop-diagram-development', {\n  system: 'Urban Housing Market',\n  variables: ['housing prices', 'demand', 'supply', 'construction', 'population'],\n  boundaries: { scope: 'metropolitan-area', timeframe: '5-years' }\n});",
    "usesAgents": [
      "systems-thinker"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:scientific-discovery--causal-loop-diagram-development",
      "to": "lib-agent:scientific-discovery--systems-thinker",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}