II.
LibraryAgent JSON
Structured · livelib-agent:data-science-ml--data-engineer
data-engineer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:data-science-ml--data-engineer",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "data-engineer",
"description": "Agent specialized in data pipeline construction, validation, and versioning.",
"libraryPath": "library/specializations/data-science-ml/agents/data-engineer/AGENT.md",
"specialization": "data-science-ml",
"role": "Execution Agent",
"expertise": [
"Data ingestion pipeline creation",
"Schema validation implementation",
"Data quality checks",
"Version control integration",
"Pipeline monitoring setup",
"Error handling strategies"
]
},
"outgoingEdges": [
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "skill-area:data-preprocessing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "skill-area:data-pipeline-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "domain:data-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "role:data-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "workflow:data-quality-monitoring",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--data-engineer",
"to": "specialization:data-science-ml",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:data-engineering-analytics--data-catalog",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:data-engineering-analytics--dimensional-model",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:industrial-engineering--demand-forecasting",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:product-management--conversion-funnel-analysis",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:product-management--retention-cohort-analysis",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:robotics-simulation--robot-fleet-management",
"to": "lib-agent:data-science-ml--data-engineer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}