salience-classification

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/salience-classification

Classify stakeholders by Mitchell et al. framework for prioritization

  • Identifies power, legitimacy, and urgency levels of stakeholders.
  • Deploys a prompt-based classification system using stakeholder list and context.
  • Decides salience categories based on Mitchell et al. criteria and identifies excluded parties.
  • Provides classified stakeholder information for prioritization decisions.

SKILL.md

.github/skills/salience-classificationView on GitHub ↗
---
name: salience-classification
description: Classify stakeholders by Mitchell et al. framework (Power, Legitimacy, Urgency). Assigns salience category and identifies systematically excluded parties.
execution: subagent
prompt: ./prompt.md
input: stakeholder_list (string), context (string)
used-by: stakeholder-mapping
---

# Salience Classification

Classify stakeholder salience to prioritize perspectives.

## Execution

Subagent — spawned via subagent-spawning/spawn-agent.

## Budget

One unit = one salience classification pass.

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.