{
  "id": "lib-process:mathematics--reproducible-computation-setup",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "reproducible-computation-setup",
    "description": "Set up reproducible computational mathematics environments with version control,\ndependency management, and random seed documentation.",
    "libraryPath": "library/specializations/domains/science/mathematics/reproducible-computation-setup.js",
    "specialization": "mathematics",
    "references": [
      "- Reproducible Research in Computational Science\n- The Turing Way: Guide for Reproducible Research\n- Best Practices for Scientific Computing\n- Docker for Data Science"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/mathematics/reproducible-computation-setup', {\n  projectName: 'numerical-pde-solver',\n  computationType: 'numerical-simulation',\n  languages: ['python', 'julia'],\n  requirements: { deterministic: true, parallelizable: true }\n});",
    "usesAgents": [
      "scientific-computing-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:mathematics--reproducible-computation-setup",
      "to": "lib-agent:physics--scientific-computing-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}