II.
LibraryAgent JSON
Structured · livelib-agent:data-science-ml--drift-detective
drift-detective json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:data-science-ml--drift-detective",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "drift-detective",
"description": "Agent specialized in drift detection, root cause analysis, and alerting configuration.",
"libraryPath": "library/specializations/data-science-ml/agents/drift-detective/AGENT.md",
"specialization": "data-science-ml",
"role": "Monitoring Agent",
"expertise": [
"Data drift monitoring",
"Concept drift detection",
"Performance degradation analysis",
"Root cause investigation",
"Alert threshold configuration",
"Retraining recommendation"
]
},
"outgoingEdges": [
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "skill-area:model-monitoring-drift-detection",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "skill-area:observability-instrumentation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "domain:data-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "role:ml-ops-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "workflow:data-quality-monitoring",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--drift-detective",
"to": "specialization:data-science-ml",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}