{
  "id": "skill-area:visual-pattern-induction",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-agentic-benchmarks.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Visual Pattern Induction",
    "description": "Inducing abstract transformation rules from a small number of\nvisual input/output grid examples and applying them to held-out\ngrids — fluid-intelligence-style reasoning over color/shape/spatial\nprimitives, as exercised by the ARC-AGI family of evaluations.\n",
    "domains": [
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert",
      "authoritative"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:visual-pattern-induction",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "benchmark:arc-agi-3",
      "to": "skill-area:visual-pattern-induction",
      "kind": "covers",
      "attributes": {
        "attributes": {
          "coverage": "full",
          "weight": 0.6
        }
      }
    },
    {
      "from": "skill-area:prompt-engineering",
      "to": "skill-area:visual-pattern-induction",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--visual-pattern-induction",
      "to": "skill-area:visual-pattern-induction",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}