atomize-concept

SkillDev tools

Lets your agent break a broad concept into smaller, clearly defined parts without overlaps.

Available today. Use it from your connected AI after setup.

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 atomize-concept skill

About this skill

Decompose compound concepts into atomic, non-overlapping concepts while preserving parent/part relationships.

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/atomize-concept/SKILL.md and read by ahel’s review.

Purpose

Split a broad concept into definitional facets and distinguishable subconstructs.

Input contract

required: [concept_definition, domain_context]
optional: [theory, neighboring_concepts, examples]
constraints: [facets must be non-duplicate and retain the parent concept boundary]

Procedure

  1. Extract the concept's necessary, typical, and optional properties.
  2. Separate facets by mechanism, function, level, or context.
  3. Compare neighboring concepts and mark overlaps or gaps.
  4. Emit a facet hierarchy with definitions and boundary examples.

If the atomic concepts are stable enough to connect semantically, consider type-relation as the next tactic.

Output contract

produces: [concept_facets, facet_definitions, overlap_map, boundary_examples]
delta_fields: [findings, uncertainties, open_questions]

Quality gates

  • Facets are distinguishable in principle.
  • Parent and child scopes are explicit.

Failure and counterexamples

Do not treat synonyms as distinct facets or split a concept solely by examples.

Provenance map

  • resolved: atomize-concept

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
atomize-concept
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine