II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--experiment-designer
experiment-designer overview
Agent specialized in experiment design, hypothesis formulation, and statistical testing plans.
Attributes
displayName
experiment-designer
description
Agent specialized in experiment design, hypothesis formulation, and statistical testing plans.
libraryPath
library/specializations/data-science-ml/agents/experiment-designer/AGENT.md
specialization
data-science-ml
role
Planning Agent
expertise
- Hypothesis formulation
- Sample size calculation
- Test design (A/B, multi-arm bandit)
- Statistical power analysis
- Metric selection
- Bias prevention
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role2
- role:data-scientist·RoleData Scientist
- role:data-analyst·RoleData Analyst
lib_requires_skill_area2
- skill-area:data-science-experimentation·SkillAreaData Science Experimentation
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
Incoming edges
uses_agent2
- lib-process:shared--hypothesis-driven-development·LibraryProcesshypothesis-driven-development
- lib-process:industrial-engineering--discrete-event-simulation·LibraryProcessdiscrete-event-simulation