II.
LibrarySkill JSON
Structured · livelib-skill:biomedical-engineering--aiml-validation-framework
aiml-validation-framework json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"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": []
}