Automated hypothesis generation using abductive reasoning and knowledge graph traversal
name hypothesis-generator description Automated hypothesis generation using abductive reasoning and knowledge graph traversal allowed-tools ["Bash","Read","Write","Edit","Glob","Grep"] metadata {"specialization":"scientific-discovery","domain":"science","category":"hypothesis-reasoning","phase":6} Hypothesis Generator Purpose Provides automated hypothesis generation capabilities using abductive reasoning, analogy detection, and knowledge graph traversal. Capabilities Pattern-based hypothesis generation Cross-domain analogy detection Contradiction identification Hypothesis ranking by novelty/parsimony Null hypothesis formulation Falsifiability assessment Usage Guidelines Pattern Recognition : Identify patterns that suggest hypotheses Analogy : Transfer insights from related domains Falsifiability : Ensure hypotheses are testable Ranking : Prioritize hypotheses by potential impact Tools/Libraries Knowledge graphs LLM chains Symbolic reasoners