name	figure-composer
description	Compose a publication-grade multi-panel scientific figure from a claim, dataset, or draft result. Use when the task needs panel planning, consistent figure layout, figure review, or final figure assembly.

Figure Composer

Use this skill for multi-panel scientific figures.

Workflow:

State the figure's single claim and list every data artifact that supports it.
Draft a panel plan with labels, chart types, data sources, required annotations, and what each panel proves.
Use figure-style for each plot before composing the multi-panel layout.
Render, inspect, and revise for label collisions, axis readability, color meaning, caption fit, and data-source fidelity.
Save the final figure, source data, generation code, caption, and provenance sidecar.

Do not invent data or hide excluded data in summaries.

name	figure-composer
description	Compose a publication-grade multi-panel scientific figure from a claim, dataset, or draft result. Use when the task needs panel planning, consistent figure layout, figure review, or final figure assembly.

Use this skill for multi-panel scientific figures.

Workflow:

State the figure's single claim and list every data artifact that supports it.
Draft a panel plan with labels, chart types, data sources, required annotations, and what each panel proves.
Use figure-style for each plot before composing the multi-panel layout.
Render, inspect, and revise for label collisions, axis readability, color meaning, caption fit, and data-source fidelity.
Save the final figure, source data, generation code, caption, and provenance sidecar.

Do not invent data or hide excluded data in summaries.

figure-composer