II.
LibraryAgent overview
Reference · livelib-agent:scientific-discovery--causal-reasoning-analyst
causal-reasoning-analyst overview
Agent specialized in causal reasoning and mechanism analysis
Attributes
displayName
causal-reasoning-analyst
description
Agent specialized in causal reasoning and mechanism analysis
libraryPath
library/specializations/domains/science/scientific-discovery/agents/causal-reasoning-analyst/AGENT.md
specialization
scientific-discovery
role
Causal Analysis Specialist
expertise
- Causal diagrams
- Mechanism identification
- Confounder analysis
- Counterfactual reasoning
- Mediation analysis
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
uses_agent4
- lib-process:scientific-discovery--causal-discovery·LibraryProcesscausal-discovery
- lib-process:scientific-discovery--causal-inference-observational·LibraryProcesscausal-inference-observational
- lib-process:scientific-discovery--causal-inference·LibraryProcesscausal-inference
- lib-process:scientific-discovery--counterfactual-reasoning·LibraryProcesscounterfactual-reasoning