II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--drift-detective
drift-detective overview
Agent specialized in drift detection, root cause analysis, and alerting configuration.
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
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
lib_involves_role2
- role:ml-ops-engineer·RoleMLOps Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area2
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
- skill-area:observability-instrumentation·SkillAreaObservability Instrumentation
Incoming edges
None.