{
  "id": "skill-area:audit-trail-design",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-expanded-3.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Audit Trail Design",
    "description": "Designing tamper-evident audit logging systems — immutable event stores,\ncryptographic chaining, who/what/when/where capture, retention policies,\nand query interfaces for auditors and compliance teams.\n",
    "expertiseLevels": [
      "practitioner",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:audit-trail-design",
      "to": "domain:compliance",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:audit-trail-design",
      "to": "domain:cybersecurity-grc",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": []
}