II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--means-end-instrumental-reasoning
means-end-instrumental-reasoning overview
Means-End Instrumental Reasoning Process - Derive necessary actions and subgoals from goals through backward chaining, hierarchical task decomposition, and action planning.
Attributes
displayName
means-end-instrumental-reasoning
description
Means-End Instrumental Reasoning Process - Derive necessary actions and subgoals
from goals through backward chaining, hierarchical task decomposition, and action planning.
libraryPath
library/specializations/domains/science/scientific-discovery/means-end-instrumental-reasoning.js
specialization
scientific-discovery
references
- - Newell & Simon (1972). Human Problem Solving - Sacerdoti (1974). Planning in a Hierarchy of Abstraction Spaces - Bratman (1987). Intention, Plans, and Practical Reason - Pollock (2006). Thinking About Acting
example
const result = await orchestrate('specializations/domains/science/scientific-discovery/means-end-instrumental-reasoning', {
domain: 'Research Planning',
goal: { description: 'Publish peer-reviewed paper on climate model validation' },
currentState: { hasData: true, hasModel: false, hasPaperDraft: false },
constraints: { deadline: '6 months', budget: '$50000' }
});
usesAgents
- hypothesis-generator
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
None.