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Automation
Skill

/check-dominance

Identify Pareto-dominated and non-dominated alternatives under strict dominance.

From plugin
de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill check-dominance --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/check-dominance

Context preview

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

Identify Pareto-dominated and non-dominated alternatives under strict dominance.

SKILL.md

check-dominance.SKILL.md
name: check-dominance
description: "Identify Pareto-dominated and non-dominated alternatives under strict dominance."

check-dominance

Purpose

Identify Pareto-dominated and non-dominated alternatives under strict dominance.

Input contract

required: [alternative_set, score_matrix, criterion_directions]
optional: [missing_value_policy, equality_tolerance]
constraints: [all compared scores share declared direction and scale]

Procedure

1. Normalize criterion direction and validate comparable rows. 2. Compare each ordered pair: no worse on every criterion and strictly better on at least one. 3. Record each dominated alternative with its dominator and witness criterion. 4. Return the non-dominated front and unresolved comparisons.

Output contract

produces: [dominance_relations, dominated_set, nondominated_front, comparison_gaps]
delta_fields: [findings, evidence_updates, uncertainties]

Quality gates

  • Every dominated label names a dominating alternative and strict witness.
  • No alternative is both dominated and on the non-dominated front under the same tolerance.
  • Missing or incomparable scores are never treated as dominance.

Parameterization

Caller supplies alternative schema, criterion direction, tolerance, missingness policy, and whether strict or weak dominance is allowed.

Failure and counterexamples

Reject dominance claims when a criterion direction is unknown or a strict improvement cannot be exhibited.

Provenance map

  • resolved: dominance-check

Preserved source criteria ledger

| source | criterion | |---|---| | dominance-check | Dominance means no worse on all criteria and strictly better on at least one. | | dominance-check | Each dominated determination specifies the dominating alternative. |

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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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