{
  "id": "lib-process:algorithms-optimization--data-structure-implementation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/algorithms-optimization/data-structure-implementation",
    "description": "Data Structure Implementation and Verification - Process for implementing advanced data structures\n(segment tree, fenwick tree, trie, union-find) with operation verification and performance benchmarking.",
    "libraryPath": "library/specializations/algorithms-optimization/data-structure-implementation.js",
    "specialization": "algorithms-optimization",
    "references": [
      "- CP-Algorithms Data Structures: https://cp-algorithms.com/data_structures/",
      [
        "Competitive Programming 4 by Steven Halim"
      ]
    ],
    "example": "const result = await orchestrate('specializations/algorithms-optimization/data-structure-implementation', {\n  dataStructure: 'SegmentTree',\n  operations: ['build', 'query', 'update'],\n  language: 'cpp'\n});",
    "usesAgents": [
      "data-structures-expert",
      "test-engineer",
      "complexity-analyst"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "skill-area:dynamic-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "skill-area:graph-algorithms",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "domain:computer-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "workflow:data-pipeline-deployment",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "specialization:algorithms-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "lib-agent:algorithms-optimization--data-structures-expert",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "lib-agent:algorithms-optimization--test-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--data-structure-implementation",
      "to": "lib-agent:algorithms-optimization--complexity-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}