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Agentic AI Atlas · Technical Research
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Specialization JSON

specialization:research

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Technical Research json

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File · domain/specializations/specializations-additional.yamlCluster · domain
Record JSON
{
  "id": "specialization:research",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-additional.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Technical Research",
    "parentDomainId": "domain:scientific-discovery",
    "description": "Systematic technical research and literature synthesis — evaluating\nemerging technologies, conducting proof-of-concept investigations, and\nproducing actionable recommendations. Covers academic paper analysis,\nbenchmark design, comparative technology assessments, and translating\nresearch findings into engineering decisions. Bridges academic research\nmethods with practical engineering experimentation. Sourced from\nlibrary/specializations/research/.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:research",
      "to": "domain:scientific-discovery",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:academic-publishing",
      "to": "specialization:research",
      "kind": "contains"
    },
    {
      "from": "skill-area:autonomous-research-engineering",
      "to": "specialization:research",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "lib-process:shared--bmad-analysis",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--cc10x-debug",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--cc10x-plan",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--cc10x-review",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-research",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--claudekit-spec-workflow",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--cog-intelligence-cycle",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--debug",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--map-codebase",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--new-project",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--research-phase",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--metaswarm-orchestrator",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-bugfix",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--rpikit-plan",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--spiral-model",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--dispatching-parallel-agents",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--systematic-debugging",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:research--evangelist",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:research--novelties-scanner",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:research--patentable-novelties",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:research--standards-gap-audit",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:research--vendor-researcher",
      "to": "specialization:research",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "page:library-research",
      "to": "specialization:research",
      "kind": "documents"
    }
  ]
}

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