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Agentic AI Atlas · causal-loop-diagram-development
lib-process:scientific-discovery--causal-loop-diagram-developmenta5c.ai
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lib-process:scientific-discovery--causal-loop-diagram-development

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causal-loop-diagram-development overview

Map feedback loops and circular causality in complex systems - Guides practitioners through creating causal loop diagrams (CLDs) to visualize and analyze feedback structures in systems.

LibraryProcessOutgoing · 11Incoming · 0

Attributes

displayName
causal-loop-diagram-development
description
Map feedback loops and circular causality in complex systems - Guides practitioners through creating causal loop diagrams (CLDs) to visualize and analyze feedback structures in systems.
libraryPath
library/specializations/domains/science/scientific-discovery/causal-loop-diagram-development.js
specialization
scientific-discovery
references
  • - Sterman, J.D. (2000). Business Dynamics: Systems Thinking and Modeling - Senge, P. (1990). The Fifth Discipline - Kim, D.H. (1992). Guidelines for Drawing Causal Loop Diagrams
example
const result = await orchestrate('domains/science/scientific-discovery/causal-loop-diagram-development', { system: 'Urban Housing Market', variables: ['housing prices', 'demand', 'supply', 'construction', 'population'], boundaries: { scope: 'metropolitan-area', timeframe: '5-years' } });
usesAgents
  • systems-thinker

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
uses_agent1
  • lib-agent:scientific-discovery--systems-thinker·LibraryAgentsystems-thinker

Incoming edges

None.

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