{
  "id": "specialization:pilot-shell",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-wiki-targets.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Pilot Shell",
    "description": "Pilot Shell development methodology for shell-first automation and\nCLI-driven development workflows with AI assistance.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:pilot-shell",
      "to": "domain:software-engineering",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:prompt-instruction-tuning-agents",
      "to": "specialization:pilot-shell",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "page:library-pilot-shell",
      "to": "specialization:pilot-shell",
      "kind": "documents"
    }
  ]
}