{
  "id": "skill-area:string-matching",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-algorithms.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "String Matching Algorithms",
    "description": "Exact and approximate string matching — KMP, Aho-Corasick, suffix\narrays/automata, and edit-distance variants.\n",
    "domains": [
      "specialization:algorithms-optimization"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:string-matching",
      "to": "specialization:algorithms-optimization",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:software-development",
      "to": "skill-area:string-matching",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--algorithm-designer",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--competitive-programmer",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--string-algorithm-specialist",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:algorithms-optimization--technical-interviewer",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:algorithms-optimization--interview-problem-bank",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:algorithms-optimization--string-algorithm-matcher",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:algorithms-optimization--suffix-structure-builder",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--blast-sequence-search",
      "to": "skill-area:string-matching",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    }
  ]
}