# Figure Composer

> 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.

- Skill: `advaitpaliwal/figure-composer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add advaitpaliwal/figure-composer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/advaitpaliwal/figure-composer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: advaitpaliwal (https://skillmd.com/u/advaitpaliwal)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/advaitpaliwal/figure-composer

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# Figure Composer

Use this skill for multi-panel scientific figures.

Workflow:

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

Do not invent data or hide excluded data in summaries.