{
  "id": "skill-area:risk-assessment",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-semantic-pass-gaps.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Risk Assessment",
    "description": "Risk identification, assessment, and mitigation across operational, financial, and\ntechnical domains. Covers qualitative and quantitative risk models, risk registers,\nand risk-informed decision-making frameworks.\n",
    "domains": [
      "domain:operations",
      "domain:finance"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:risk-assessment",
      "to": "domain:operations",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:risk-assessment",
      "to": "domain:finance",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:application-security",
      "to": "skill-area:risk-assessment",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "specialization:fraud-prevention",
      "to": "skill-area:risk-assessment",
      "kind": "contains"
    },
    {
      "from": "lib-agent:business-strategy--political-risk",
      "to": "skill-area:risk-assessment",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:business-strategy--risk-analyst",
      "to": "skill-area:risk-assessment",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:business-strategy-advanced--early-warning-agent",
      "to": "skill-area:risk-assessment",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:business-analysis--risk-register-builder",
      "to": "skill-area:risk-assessment",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:business-strategy-advanced--strategy-stress-testing-skill",
      "to": "skill-area:risk-assessment",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "role:chief-security-officer",
      "to": "skill-area:risk-assessment",
      "kind": "requires_expertise",
      "attributes": {}
    }
  ]
}