Pareto Visualization

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

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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.

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.

yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/pareto-visualization commit 93f7bae53d

Frequently asked questions

npx skillmds@latest add yogsoth-ai/pareto-visualization