pareto-visualization

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/pareto-visualization

Generates Pareto frontier visualizations with trade-off narratives

  • Clarifies trade-offs between competing objectives for decision-makers
  • Uses Pareto front data and visualization libraries to create plots
  • Analyzes frontier points to identify key trade-off relationships
  • Returns structured visualization data and a narrative explanation

SKILL.md

.github/skills/pareto-visualizationView on GitHub ↗
---
name: pareto-visualization
description: Create visual representation of the Pareto frontier showing trade-offs between objectives with narrative explanation.
execution: subagent
prompt: ./prompt.md
input: pareto_front
used-by: portfolio-optimization
---

# Pareto Visualization

Transform the Pareto front data into a visual representation and narrative that makes trade-offs between objectives intuitive for decision-makers.

## Execution

Spawns a subagent that produces visualization data (coordinates, labels, regions) and a natural-language narrative explaining the trade-off landscape.

## Why Subagent

Visualization requires translating abstract multi-dimensional data into comprehensible representations with appropriate framing for the audience. This interpretive work benefits from focused attention.

## HARD-GATE

Output must include both structured visualization data and a trade-off narrative. The narrative must reference specific points on the frontier and explain what is gained/lost moving between them.

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