{
  "id": "skill-area:data-validation-sanitization",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Data Validation and Sanitization",
    "description": "Validating and cleaning untrusted input - schema checks, normalization,\ncanonicalization, and injection-resistant handling at boundaries.\n",
    "domains": [
      "domain:software-engineering",
      "domain:security"
    ],
    "expertiseLevels": [
      "novice",
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:data-validation-sanitization",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:data-validation-sanitization",
      "to": "domain:security",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "library:joi",
      "to": "skill-area:data-validation-sanitization",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:io-ts",
      "to": "skill-area:data-validation-sanitization",
      "kind": "used_for"
    },
    {
      "from": "library:pydantic",
      "to": "skill-area:data-validation-sanitization",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:yup",
      "to": "skill-area:data-validation-sanitization",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "library:zod",
      "to": "skill-area:data-validation-sanitization",
      "kind": "library_used_by",
      "attributes": {}
    },
    {
      "from": "skill-area:backend-security",
      "to": "skill-area:data-validation-sanitization",
      "kind": "requires_skill_area"
    },
    {
      "from": "specialization:clinical-informatics-expanded",
      "to": "skill-area:data-validation-sanitization",
      "kind": "contains"
    },
    {
      "from": "stack-profile:serverless-api-multicloud",
      "to": "skill-area:data-validation-sanitization",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:inventory-management",
      "to": "skill-area:data-validation-sanitization",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:vertical-slice-architecture",
      "to": "skill-area:data-validation-sanitization",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:fastapi-postgres",
      "to": "skill-area:data-validation-sanitization",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-skill:data-engineering-analytics--great-expectations-generator",
      "to": "skill-area:data-validation-sanitization",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:web-development--json-schema",
      "to": "skill-area:data-validation-sanitization",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:web-development--zod",
      "to": "skill-area:data-validation-sanitization",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}