hypothesis-generator
// Automated hypothesis generation using abductive reasoning and knowledge graph traversal
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stars:384
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updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
namehypothesis-generator
descriptionAutomated hypothesis generation using abductive reasoning and knowledge graph traversal
allowed-toolsBash,Read,Write,Edit,Glob,Grep
metadata[object Object]
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