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/concept-decomposition

Tactic for breaking compound concepts into atomic parts — split over-broad

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de-anthropocentric-research-engine
393200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill concept-decomposition --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/concept-decomposition

Context preview

The summary Claude sees to decide when to auto-load this skill.

Tactic for breaking compound concepts into atomic parts — split over-broad

SKILL.md

concept-decomposition.SKILL.md
name: concept-decomposition
description: Tactic for breaking compound concepts into atomic parts — split over-broad
  concepts, identify sub-components, create child pages.
execution: tactic
dependencies:
  sops:
  - alias-resolution
  - concept-page-creation
  - edge-batch-creation

Concept Decomposition

Break compound or over-broad concepts into their atomic constituents. A concept that means too many things should become multiple focused concepts connected by edges.

Available SOPs

  • wiki-search — find existing sub-concepts
  • concept-page-creation — create new atomic concept pages
  • edge-batch-creation — connect parent to children
  • alias-resolution — ensure no naming conflicts

Guiding Principles

  • **Atomic means testable.** If you can't write a one-sentence definition, the concept is too broad.
  • **Preserve the parent.** Decomposition creates children; the parent becomes a container (component_of edges).
  • **Stop at utility.** Don't decompose below the level where distinctions matter for the research.

Minimum Yield

<HARD-GATE> ≥2 child concepts created per decomposition invocation. If a concept cannot be meaningfully decomposed, report it as atomic and exit. </HARD-GATE>

<!-- BEGIN available-tables (generated) -->

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use | | --- | --- | | alias-resolution | SOP for detecting and resolving concept aliases — merge duplicate pages, redirect edges. | | concept-page-creation | SOP for creating a new concept page with proper frontmatter, content, and initial edges. | | edge-batch-creation | SOP for creating multiple edges in a batch — efficient bulk relationship creation. |

<!-- END available-tables (generated) -->

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The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Repo: yogsoth-ai/de-anthropocentric-research-engine