ClaudSkills / Science & Research / research-methods

Academic Figure

Q: What is a Claude Code skill and how does the Academic Figure skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Academic Figure is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-05-21

lang:python type:audit

Create, revise, or audit academic figures for CS/AI/ML papers. Two paths: architecture figure prompting (tool-agnostic structured prompts) and data figure code generation (publication-ready Python scripts with matplotlib/seaborn). Use when: generating model architecture diagram prompts, creating publication-quality data plots from experiment results, auditing existing figures for publication standards, suggesting figure types for paper sections, revising figure colors/layouts/labels. Triggers on: 绘图, figure, chart, 画图, 实验图, 训练曲线, 消融实验, 对比图, 混淆矩阵, 架构图, model architecture, plot, publication figure, 数据可视化, generate plot, architecture diagram.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

将此 skill 视为"学术论文图表代理"——负责 CS/AI/ML 论文中两类图表的生产：

What this skill does

Academic Figure is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/academic-figure/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: generating model architecture diagram prompts, creating publication-quality data plots from experiment results, auditing existing figures for publication standards, suggesting figure types for paper sections, revising figure colors/layouts/labels. Triggers on: 绘图, figure, chart, 画图, 实验图, 训练曲线, 消融实验, 对比图, 混淆矩阵, 架构图, model architecture, plot, publication figure, 数据可视化, generate plot, architecture diagram.

Who uses this skill

The Academic Figure Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 159,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/academic-figure
curl -L https://claudskills.com/skills/academic-figure/SKILL.md \
  -o ~/.claude/skills/academic-figure/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/academic-figure/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/academic-figure/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\academic-figure\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Academic Figure Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/academic-figure/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Academic Figure skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Academic Figure skill?

Use Academic Figure when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Academic Figure" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Academic Figure skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Academic Figure is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/joshua-zyy/academic-paper-writer/blob/HEAD/skills/academic-figure/SKILL.md
License: MIT
Author: joshua-zyy

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

joshua-zyy. (2026). Academic Figure [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/academic-figure/

BibTeX

@misc{academic-figure-2026,
  author    = {joshua-zyy},
  title     = {Academic Figure [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/academic-figure/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-07-24 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/academic-figure/#security)

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Browse all Science & Research skills → Top 100 skills

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