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---
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.
