{
  "id": "lib-process:scientific-discovery--systems-thinking",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "systems-thinking",
    "description": "Systems Thinking Process - Reason about feedback loops, delays, emergence,\nand complex system dynamics to understand interconnected wholes rather than isolated parts.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/systems-thinking.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Meadows (2008). Thinking in Systems: A Primer\n- Sterman (2000). Business Dynamics: Systems Thinking and Modeling for a Complex World\n- Senge (1990). The Fifth Discipline\n- Forrester (1961). Industrial Dynamics"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/scientific-discovery/systems-thinking', {\n  domain: 'Urban Planning',\n  system: { name: 'city_traffic', components: ['roads', 'vehicles', 'signals', 'public_transit'] },\n  question: 'Why does adding roads often increase congestion?',\n  perspective: 'long-term sustainability'\n});",
    "usesAgents": [
      "systems-thinker"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:scientific-discovery--systems-thinking",
      "to": "lib-agent:scientific-discovery--systems-thinker",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}