IEEE Paper Figure Review & Styling Agent Skill

Reviews, standardizes, and redraws academic figures and data plots to comply with strict IEEE publication requirements.

Context cost
21.9k tokensestimated from the bundle, loaded when it triggers
Bundle
17 of 22 fileshanded out here; the rest is at its source
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

审查、规范化和重画 IEEE 论文图件,包括数据图、频谱图、BER/SNR/EVM/链路预算图、地图链路图、系统框图、机制图、实验平台图及多子图。Use when 用户要审图、改图、精确尺寸导出、plot profile 或有效 dpi 检查。纯字体、尺寸、线宽和格式修改检查实际图、可读性、单位及数据表达未变;改数据、选取、数值、科学表述或明确要求溯源时,核验相关批次、样本数及图表文一致性,不因普通改图扩展审计。保留可编辑源,按 IEEE 尺寸和输出要求检查真实导出。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

documentation

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md32.1 kB · preview
--- name: paper-figure-review ---
6# 论文图件规范
7
8## 作用
9
10这份 skill 负责把论文图从“能看”推进到“适合 IEEE 论文投稿”:
11
12- 审查已画好的图是否符合 IEEE 论文风格
13- 有原始数据时,按 IEEE 风格重画数据图
14- 对机制图、系统框图和实验平台图做技术表达与版式规范化
15- 输出可投稿图件、可编辑源文件和简短审查意见
16
17用户仅要求审查、评价、找问题或询问画法时,读取图件并给出问题与建议,不自动重画、改源文件或导出修改版。明确要求修改,或当前范围内已有修改授权时,直接执行并检查结果,不重复询问是否可以开始。
18
19先按请求固定检查范围。纯字体、尺寸、线宽或格式调整只核对实际图及导出、最终可读性、单位和数据表达是否保持不变,不索要完整实验批次或重做全文数值审计。涉及数据源、样本选取、数值、科学表述的改变,或用户明确要求溯源时,再核验相关数据及图表文位置。已提供材料中的明显事实矛盾仍应指出;缺材料只暂停依赖它的核验或修改,继续可独立完成的格式工作,不声称缺失部分已核实。
20
21## 文件存放
22
23本技能负责规范与审查,editaplot 负责 Origin 实现。单独制作或整理论文结果图时,当前 Origin 路线支持必要特性则优先交付可编辑 OPJU,并核对实际导出;普通科研绘图无需先进入论文审查。仿真、实验程序自动出图保持现有方式,用户指定工具或沿用既有图源时遵循指定。跨技能复用已有数据口径、样式和授权;用户修改后的 OPJU 由 EditaPlot 读取当前保存版本的副本并导出。
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,152 words
Files17
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
21,805
on trigger
The instruction body and 16 supporting files, read only when the skill fires.
10.9%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

21.9k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 17 of the 22 files in its source folder; the list here names 17 files, 214.2 kB on disk. Mostly text — the instructions the model reads — with 6 scripts in it that your client would run only if the instructions tell it to. The other 5 are not in the download — listed after these, with why.

  • SKILL.md32.1 kB
  • THIRD_PARTY_NOTICES.md1.3 kB
  • assets/ieee_single_column_data_plot.py2.6 kB
  • assets/scis_compact_single_column.py7.6 kB
  • evals/evals.json18.9 kB
  • references/data-plot-color-priority.md3.4 kB
  • references/ieee-figure-review-checklist.md5.7 kB
  • references/ieee-single-column-data-plot.md6.7 kB
  • references/matplotlib-ieee-plot-profile.md8.4 kB
  • references/scis-compact-single-column.md3.1 kB
  • references/upstream-sources.md2.7 kB
  • scripts/audit_globecom_single_column.py4.5 kB
  • scripts/ieee_plot_style.py83.2 kB
  • tests/test_ieee_plot_style.py24.3 kB
  • tests/test_runtime_adapter.py4.5 kB
  • assets/fonts/LICENSE4.4 kB
  • assets/fonts/manifest.json0.8 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • assets/fonts/LiberationSerif-Bold.ttfread · not carried
  • assets/fonts/LiberationSerif-BoldItalic.ttfread · not carried
  • assets/fonts/LiberationSerif-Italic.ttfread · not carried
  • assets/fonts/LiberationSerif-Regular.ttfread · not carried
  • scripts/invoke_paper_figure_python.ps1read · not carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 6 scripts beside the text, so the download is 17 files — not the whole of its source: 5 files are left out, and the skill reads 5 of them. They are listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# IEEE Paper Figure Review & Styling · 21.9k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/ieee-paper-figure-review-styling/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ieee-paper-figure-review-styling" ] && { [ ! -e .claude/skills/ieee-paper-figure-review-styling ] || { mv .claude/skills/ieee-paper-figure-review-styling "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ieee-paper-figure-review-styling" .claude/skills/ && echo "Installed .claude/skills/ieee-paper-figure-review-styling"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add sanantonio021/ieee-paper-figure-review-styling

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/ieee-paper-figure-review-styling/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/ieee-paper-figure-review-styling/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ieee-paper-figure-review-styling" ] && { [ ! -e ~/.claude/skills/ieee-paper-figure-review-styling ] || { mv ~/.claude/skills/ieee-paper-figure-review-styling "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ieee-paper-figure-review-styling" ~/.claude/skills/ && echo "Installed ~/.claude/skills/ieee-paper-figure-review-styling" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/ieee-paper-figure-review-styling/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as paper-figure-review in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, ieee-paper-figure-review-styling. Not in this download: 5 files of its source, 5 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencesanantonio021/ieee-paper-figure-review-styling

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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