criterion-definition

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/criterion-definition

Extract structured evaluation criteria from research goals and candidate alternatives, ensuring criteria are complete, mutually exclusive, and measurable.

SKILL.md

.github/skills/criterion-definitionView on GitHub ↗
---
name: criterion-definition
description: Extract evaluation criteria from research goals and candidate alternatives.
execution: subagent
prompt: ./prompt.md
input: research_goal (string), candidates (string[])
used-by: multi-criteria-scoring
---

# Criterion Definition

Extract structured evaluation criteria from research goals and candidate alternatives, ensuring criteria are complete, mutually exclusive, and measurable.

## Execution

Subagent receives research goals and candidate list, outputs a standardized set of evaluation criteria.

## Why Subagent

Criteria extraction requires domain knowledge reasoning and completeness checking; independent context avoids interference from candidate details.

## HARD-GATE

Output criteria count must be between 3-12, and each criterion must include name, definition, unit of measurement, and direction (higher-is-better / lower-is-better).

More from yogsoth-ai/de-anthropocentric-research-engine

SkillDescription
abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
ablation-component-mappingMap system architecture to ablatable units for ablation studies
ablation-designDesign ablation studies to isolate component contributions in ML systems
ablation-executionRemove components one by one from a system, record the response/impact of each removal.
abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
abstraction-ladderPerform bisociation at multiple abstraction levels
abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.