{
  "id": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "spatial-diagrammatic-reasoning",
    "description": "Spatial and Diagrammatic Reasoning - Use geometry, topology, spatial relationships,\nand diagram-based inferences to reason about physical structures, experimental layouts, data\nvisualizations, and conceptual models in scientific discovery.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/spatial-diagrammatic-reasoning.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Spatial Reasoning: https://plato.stanford.edu/entries/space-cognition/\n- Qualitative Spatial Reasoning: https://www.sciencedirect.com/topics/computer-science/qualitative-spatial-reasoning\n- Diagrammatic Reasoning: https://plato.stanford.edu/entries/reasoning-diagrammatic/\n- Topological Relations: https://www.sciencedirect.com/topics/computer-science/region-connection-calculus"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/scientific-discovery/spatial-diagrammatic-reasoning', {\n  spatialElements: [{ id: 'protein-A', shape: 'globular', position: 'membrane' }, { id: 'protein-B', shape: 'channel', position: 'membrane' }],\n  spatialQueries: ['What is the spatial relationship between protein-A and protein-B?', 'Can they interact directly?'],\n  domain: 'Molecular biology'\n});",
    "usesAgents": [
      "formal-logic-reasoner"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--spatial-diagrammatic-reasoning",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}