{
  "id": "lib-agent:algorithms-optimization--dp-specialist",
  "_kind": "LibraryAgent",
  "_file": "generated-library/agents.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "dp-specialist",
    "description": "Expert in dynamic programming problem solving",
    "libraryPath": "library/specializations/algorithms-optimization/agents/dp-specialist/AGENT.md",
    "specialization": "algorithms-optimization",
    "role": "DP Expert",
    "expertise": [
      "DP applicability determination",
      "State design and optimization",
      "Transition formula derivation",
      "Advanced DP technique application",
      "DP debugging and verification"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-agent:algorithms-optimization--dp-specialist",
      "to": "skill-area:dynamic-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--dp-specialist",
      "to": "domain:computer-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--dp-specialist",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--dp-specialist",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--dp-specialist",
      "to": "specialization:algorithms-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:algorithms-optimization--advanced-dp-techniques",
      "to": "lib-agent:algorithms-optimization--dp-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--classic-dp-library",
      "to": "lib-agent:algorithms-optimization--dp-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--dp-pattern-matching",
      "to": "lib-agent:algorithms-optimization--dp-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--dp-state-optimization",
      "to": "lib-agent:algorithms-optimization--dp-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:algorithms-optimization--dp-transition-derivation",
      "to": "lib-agent:algorithms-optimization--dp-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ]
}