Skip to content
Automation
Skill

/check-dominance

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

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill check-dominance --agent claude-code

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. |

Read more
@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

Momentum

stars in total
507
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

More skills from other plugins.

agent-builder

agent-builder

Load immediately after an Agent intent, before the first agent_builder_* call. Governs how you create, configure, test, and…

n8n11d209k
@n8n-io@n8n-ioInstall Skill
browser-use

browser-use

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…

@browser-use@browser-useInstall Skill
agent-browser

agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling…

@vercel-labs-2@vercel-labs-2Install Skill
add-anydoc

add-anydoc

Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when…

@nanocoai@nanocoaiInstall Skill

Questions about check-dominance.

Which coding agents can use check-dominance?
check-dominance installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.