iiRecord
Agentic AI Atlas · aiml-validation-framework
lib-skill:biomedical-engineering--aiml-validation-frameworka5c.ai
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LibrarySkill JSON

lib-skill:biomedical-engineering--aiml-validation-framework

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aiml-validation-framework json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:biomedical-engineering--aiml-validation-framework",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "aiml-validation-framework",
    "description": "AI/ML medical device validation skill implementing FDA's GMLP principles",
    "libraryPath": "library/specializations/domains/science/biomedical-engineering/skills/aiml-validation-framework/SKILL.md",
    "specialization": "biomedical-engineering",
    "contentSummary": "# AI/ML Validation Framework Skill\n\n## Purpose\n\nThe AI/ML Validation Framework Skill supports validation of AI/ML-enabled medical devices per FDA Good Machine Learning Practice (GMLP) principles, addressing data quality, model performance, and predetermined change control.\n\n## Capabilities\n\n"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "skill-area:compliance-automation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "domain:biomedical-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "role:biomedical-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:biomedical-engineering--aiml-validation-framework",
      "to": "specialization:biomedical-engineering",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}