{
  "id": "lib-skill:data-science-ml--evidently-drift-detector",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "evidently-drift-detector",
    "description": "Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.",
    "libraryPath": "library/specializations/data-science-ml/skills/evidently-drift-detector/SKILL.md",
    "specialization": "data-science-ml",
    "contentSummary": "# Evidently Drift Detector\n\nDetect data drift, monitor model performance, and generate automated reports using Evidently AI.\n\n## Overview\n\nThis skill provides comprehensive capabilities for ML monitoring using Evidently AI. It enables detection of data drift, concept drift, target drift, and m"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "skill-area:model-monitoring-drift-detection",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "skill-area:data-quality-testing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "role:ml-ops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "role:data-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "workflow:data-quality-monitoring",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-science-ml--evidently-drift-detector",
      "to": "specialization:data-science-ml",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}