II.
LibrarySkill JSON
Structured · livelib-skill:data-science-ml--arize-observability
arize-observability json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:data-science-ml--arize-observability",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "arize-observability",
"description": "Arize AI skill for production ML monitoring, embedding drift, and performance analysis.",
"libraryPath": "library/specializations/data-science-ml/skills/arize-observability/SKILL.md",
"specialization": "data-science-ml",
"contentSummary": "# arize-observability\n\n## Overview\n\nArize AI skill for production ML monitoring, embedding drift detection, and comprehensive performance analysis.\n\n## Capabilities\n\n- Production data logging\n- Embedding drift detection for NLP/CV models\n- Performance monitoring dashboards\n- Root cause an"
},
"outgoingEdges": [
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "skill-area:model-monitoring-drift-detection",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "skill-area:observability-instrumentation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "domain:data-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "role:ml-ops-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "workflow:data-quality-monitoring",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--arize-observability",
"to": "specialization:data-science-ml",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}