{
  "id": "lib-skill:data-science-ml--pytest-ml-tester",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "pytest-ml-tester",
    "description": "ML-specific testing skill using pytest with fixtures for data, models, and predictions.",
    "libraryPath": "library/specializations/data-science-ml/skills/pytest-ml-tester/SKILL.md",
    "specialization": "data-science-ml",
    "contentSummary": "# pytest-ml-tester\n\n## Overview\n\nML-specific testing skill using pytest with specialized fixtures for data validation, model loading, prediction testing, and ML pipeline verification.\n\n## Capabilities\n\n- Data validation fixtures\n- Model loading fixtures\n- Prediction testing utilities\n- Performance r"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "skill-area:model-validation-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "skill-area:data-quality-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "skill-area:unit-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "topic:trunk-based-development",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "role:qa-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "workflow:pull-request-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--pytest-ml-tester",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}