II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--ml-requirements-analyst
ml-requirements-analyst overview
Agent specialized in ML project scoping, requirements gathering, and feasibility assessment.
Attributes
displayName
ml-requirements-analyst
description
Agent specialized in ML project scoping, requirements gathering, and feasibility assessment.
libraryPath
library/specializations/data-science-ml/agents/ml-requirements-analyst/AGENT.md
specialization
data-science-ml
role
Planning Agent
expertise
- Business objective translation to ML metrics
- Data availability assessment
- Technical feasibility analysis
- Resource estimation
- Risk identification
- Success criteria definition
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:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:data-scientist·RoleData Scientist
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area2
- skill-area:data-science-experimentation·SkillAreaData Science Experimentation
- skill-area:data-analysis·SkillAreaData Analysis
Incoming edges
None.