Hypothesis Generator

SkillDev tools

Automated hypothesis generation using abductive reasoning and knowledge graph traversal

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Hypothesis Generator skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/scientific-discovery/skills/hypothesis-generator/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars: 2k
Forks: 112
Last commit: Sep 2026

Advanced

Item type: skill
Key: hypothesis-generator
Source: github.com/a5c-ai/babysitter

github.com/a5c-ai/babysitter