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