II.
LibraryAgent JSON
Structured · livelib-agent:data-science-ml--model-trainer
model-trainer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:data-science-ml--model-trainer",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "model-trainer",
"description": "Agent specialized in model training, hyperparameter tuning, and experiment management for machine learning workflows. Executes training pipelines, manages cross-validation, and tracks experiments.",
"libraryPath": "library/specializations/data-science-ml/agents/model-trainer/AGENT.md",
"specialization": "data-science-ml"
},
"outgoingEdges": [
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "skill-area:hyperparameter-tuning-experiment-management",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "skill-area:model-validation-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "skill-area:feature-engineering-pipelines",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "topic:trunk-based-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "domain:data-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--model-trainer",
"to": "specialization:data-science-ml",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": [
{
"from": "lib-process:ai-agents-conversational--llm-fine-tuning-conversational",
"to": "lib-agent:data-science-ml--model-trainer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}