# Pareto Visualization

> Create visual representation of the Pareto frontier showing trade-offs between objectives with narrative explanation.

- Skill: `yogsoth-ai/pareto-visualization` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/pareto-visualization`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/pareto-visualization/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/pareto-visualization

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# 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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## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |

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