hypothesis-generator

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}
graph	{"domains":["domain:scientific-discovery"],"specializations":["specialization:scientific-research-methods"],"skillAreas":["skill-area:data-analysis","skill-area:statistical-analysis","skill-area:deep-web-research"],"workflows":["workflow:experiment-design","workflow:peer-review-cycle"],"roles":["role:research-engineer","role:computational-scientist"]}

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