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hypothesis-generator

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Automated hypothesis generation using abductive reasoning and knowledge graph traversal

General

What this skill does


# 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

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