aristotle

Classify items into a mutually exclusive taxonomy with 3-7 defined categories.

4|Updated Apr 30, 2026
One-click install
npx skills add https://github.com/satsilem/claude-skills-pantheon --skill aristotle-satsilem
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aristotle
Source: https://github.com/satsilem/claude-skills-pantheon/tree/main/skills/aristotle
Command: npx skills add https://github.com/satsilem/claude-skills-pantheon --skill aristotle-satsilem

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Aristotle helps transform a messy collection of ideas, requirements, or findings into a clear, mutually exclusive and collectively exhaustive taxonomy that makes everything navigable and actionable.

Core Features & Use Cases

  • Builds a classification framework by identifying a single decision dimension and creating 3-7 well-defined categories with explicit boundaries.
  • Assigns each item to exactly one category, flags conflicts, and prevents vague or catch-all categories like "Miscellaneous."
  • Useful for organizing backlogs, requirements, research findings, or any collection that needs structure to support prioritization and action.

Quick Start

Organize the provided list of items into a clean taxonomy with mutually exclusive categories.

Frequently Asked Questions about aristotle

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I organize a messy backlog into a clear taxonomy?

To organize a messy backlog into a clear taxonomy, you must classify items along a single decision dimension into 3-7 mutually exclusive categories with explicit definitions. This prevents vague catch-all groups and enables easy navigation.

What is the best way to categorize requirements so they are mutually exclusive?

Categorizing requirements to be mutually exclusive requires defining a single classification dimension with 3-7 distinct categories. Each requirement is then assigned to exactly one category based on explicit boundaries, while avoiding miscellaneous buckets.

How do I structure user feedback into actionable categories for prioritization?

To structure user feedback into actionable categories, apply a single taxonomy dimension with 3-7 clearly defined groups. This enforces strict boundaries and assigns every feedback item to exactly one category, improving prioritization and ownership.

Can I classify findings into more than seven categories?

No, classifying findings requires enforcing a strict limit of 3-7 categories per taxonomy dimension. This constraint ensures the classification remains navigable and prevents overly fragmented or vague groupings that hinder decision making.

Why does my requirements classification fail without explicit category boundaries?

Requirements classification fails without explicit boundaries because items overlap across multiple groups. Defining a single dimension with 3-7 explicit category boundaries ensures every item is assigned to exactly one group and flags conflicts.

When should I avoid using a miscellaneous category in my backlog structure?

You should always avoid a miscellaneous category in backlog structure because it creates vague, catch-all groups. Instead, enforce 3-7 well-defined categories that ensure every item is mutually exclusive and collectively exhaustive.