{
  "id": "specialization:redis-ops",
  "_kind": "Specialization",
  "_file": "domain/specializations/redis-ops.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Redis Operations",
    "parentDomainId": "domain:databases",
    "description": "Redis operations — clustering, persistence, eviction policies,\nSentinel/Cluster topology, and latency tuning.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:redis-ops",
      "to": "domain:databases",
      "kind": "specializes"
    },
    {
      "from": "specialization:redis-ops",
      "to": "tool:redis-cli",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:redis-ops",
      "to": "library:ioredis",
      "kind": "uses_library"
    },
    {
      "from": "specialization:redis-ops",
      "to": "library:redis-py",
      "kind": "uses_library"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:databases",
      "to": "specialization:redis-ops",
      "kind": "contains"
    },
    {
      "from": "skill-area:kafka-stream-processing",
      "to": "specialization:redis-ops",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "tool-server:mcp-redis",
      "to": "specialization:redis-ops",
      "kind": "integrates_with",
      "attributes": {}
    }
  ]
}