II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--retraining-orchestrator
retraining-orchestrator overview
Agent specialized in model retraining triggers, pipeline execution, and deployment coordination.
Attributes
displayName
retraining-orchestrator
description
Agent specialized in model retraining triggers, pipeline execution, and deployment coordination.
libraryPath
library/specializations/data-science-ml/agents/retraining-orchestrator/AGENT.md
specialization
data-science-ml
role
Execution Agent
expertise
- Staleness detection
- Retraining trigger management
- Data validation for retraining
- Model comparison with baseline
- Deployment decision making
- Rollback coordination
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow2
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
lib_involves_role2
- role:ml-ops-engineer·RoleMLOps Engineer
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area2
- skill-area:automated-retraining·SkillAreaAutomated Retraining
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
Incoming edges
None.