Figure Composer

SkillDatabases & data

Lets your agent plan and assemble publication-grade multi-panel scientific figures from your data or results.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Figure Composer skill

About this capability

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.

What this skill tells your AI

The instructions your AI receives, as published by companion-inc/feynman in skills/figure-composer/SKILL.md and read by ahel’s review.

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.

Signals

GitHub stars
10k
Forks
1k
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
figure-composer-companion-inc
Source
github.com/companion-inc/feynman