{
  "id": "lib-skill:bioinformatics--deepvariant-caller",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "deepvariant-caller",
    "description": "DeepVariant deep learning variant calling skill for high-accuracy SNV and indel detection",
    "libraryPath": "library/specializations/domains/science/bioinformatics/skills/deepvariant-caller/SKILL.md",
    "specialization": "bioinformatics",
    "contentSummary": "# DeepVariant Caller Skill\n\n## Purpose\nEnable DeepVariant deep learning variant calling for high-accuracy SNV and indel detection.\n\n## Capabilities\n- GPU-accelerated variant calling\n- WGS/WES/PacBio mode selection\n- Model customization and retraining\n- Confidence calibration\n- Multi-sample"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "skill-area:python-data-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "domain:bioinformatics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "role:biomedical-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "specialization:biomedical-informatics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:bioinformatics--deepvariant-caller",
      "to": "specialization:bioinformatics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}