Figure Polish

Use this skill when a figure matters beyond transient debugging.

This includes:

• a main-experiment summary image sent to a connector
• an aggregated analysis-campaign chart
• a paper-facing main figure
• an appendix / supplementary figure
• any figure that will be stored as a durable artifact or cited in writing

Do not use this skill for disposable debug plots unless the user explicitly asks for them to be polished.

Core principle

DeepScientist figures should feel academic, restrained, and clear.