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Skill

/abstract-structure

Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure --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/abstract-structure

Context preview

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

Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.

SKILL.md

abstract-structure.SKILL.md
name: abstract-structure
description: "Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level."

abstract-structure

Purpose

Strip domain surface detail and retain transferable relations or mechanisms at a declared abstraction level.

Input contract

required: [source_case, abstraction_level]
optional: [relation_schema, invariants]
constraints: [preserve causal or functional roles while removing incidental labels]

Procedure

1. List entities, actions, constraints, and outcomes in the source case. 2. Replace domain labels with role and relation types at the requested level. 3. Record invariants and details intentionally discarded.

Output contract

produces: [abstract_structure, retained_invariants, discarded_details]
delta_fields: [findings, hypothesis_updates, uncertainties]

Quality gates

  • The abstraction level is named; every retained relation has source support; no causal relation is introduced by analogy.

Failure and counterexamples

Return an abstraction gap when role mapping is ambiguous or when removing a detail changes the mechanism.

Provenance map

  • `creative-ideation/abstraction-extraction`: resolved.
  • `creative-ideation/abstraction-ladder`: resolved.
  • `creative-ideation/generic-space-extraction`: resolved.
Ships withde-anthropocentric-research-engine

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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Python
Language
Apache-2.0
License
52m ago
Last commit
7mo ago
Created

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