{
  "id": "skill-area:python-implementation",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-benchmark-coverage.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Python Function Implementation",
    "description": "Implementing Python functions from natural-language specifications and\ndocstrings, validated by hidden unit tests. Covers the HumanEval class\nof code-synthesis benchmarks.\n",
    "domains": [
      "domain:software-engineering"
    ],
    "requiresLanguages": [
      "language:python"
    ],
    "expertiseLevels": [
      "novice",
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:python-implementation",
      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:python-implementation",
      "to": "language:python",
      "kind": "uses_language"
    },
    {
      "from": "skill-area:python-implementation",
      "to": "language:python",
      "kind": "uses_language",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "benchmark:aider-polyglot",
      "to": "skill-area:python-implementation",
      "kind": "covers",
      "attributes": {
        "attributes": {
          "coverage": "partial",
          "weight": 0.2
        }
      }
    },
    {
      "from": "benchmark:human-eval",
      "to": "skill-area:python-implementation",
      "kind": "covers",
      "attributes": {
        "attributes": {
          "coverage": "full",
          "weight": 0.5
        }
      }
    },
    {
      "from": "language:python",
      "to": "skill-area:python-implementation",
      "kind": "used_by_skill_area",
      "attributes": {}
    },
    {
      "from": "skill-area:software-development",
      "to": "skill-area:python-implementation",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "lib-skill:common-utilities--python-implementation",
      "to": "skill-area:python-implementation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "role:ml-engineer",
      "to": "skill-area:python-implementation",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:synthetic-data-generation-pipeline",
      "to": "skill-area:python-implementation",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}