{
  "id": "skill-area:kernel-development",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-expanded-2.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Kernel Development",
    "description": "Writing and modifying operating system kernels — process scheduling,\nsystem call implementation, interrupt handling, and kernel module\ndevelopment for Linux, BSD, or custom RTOS kernels.\n",
    "expertiseLevels": [
      "expert",
      "authoritative"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:kernel-development",
      "to": "domain:systems-programming",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:kernel-development",
      "to": "domain:embedded-systems",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:kernel-development",
      "to": "skill-area:memory-management-systems",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:kernel-development",
      "to": "skill-area:device-driver-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:device-driver-development",
      "to": "skill-area:kernel-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:bootloader-development",
      "to": "skill-area:kernel-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:RTOS-development",
      "to": "skill-area:kernel-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:memory-management-systems",
      "to": "skill-area:kernel-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "skill-area:filesystem-design",
      "to": "skill-area:kernel-development",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "helpful"
      }
    },
    {
      "from": "specialization:operating-systems",
      "to": "skill-area:kernel-development",
      "kind": "contains"
    }
  ]
}