{
  "id": "lib-process:mathematics--mathematical-literature-review",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "mathematical-literature-review",
    "description": "Conduct systematic literature review for mathematical research. Searches arXiv, MathSciNet,\nand other databases to identify relevant prior work and open problems.",
    "libraryPath": "library/specializations/domains/science/mathematics/mathematical-literature-review.js",
    "specialization": "mathematics",
    "references": [
      "- arXiv: https://arxiv.org/\n- MathSciNet: https://mathscinet.ams.org/\n- zbMATH: https://zbmath.org/\n- Google Scholar: https://scholar.google.com/"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/mathematics/mathematical-literature-review', {\n  researchTopic: 'Stability analysis of neural network optimization algorithms',\n  searchScope: 'convergence proofs and rate bounds',\n  dateRange: { start: 2019, end: 2024 },\n  databases: ['arXiv', 'MathSciNet', 'SIAM']\n});",
    "usesAgents": [
      "literature-reviewer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:mathematics--mathematical-literature-review",
      "to": "lib-agent:mathematics--literature-reviewer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}