hypothesis-generator

# 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 1. **Pattern Recognition**: Identify patterns that suggest hypotheses 2. **Analogy**: Transfer insights from related domains 3. **Falsifiability**: Ensure hypotheses are testable 4. **Ranking**: Prioritize hypotheses by potential impact ## Tools/Libraries - Knowledge graphs - LLM chains - Symbolic reasoners