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Agent skill

Intelligrapher

by MrLee2R in MrLee2R/Intelligrapher

科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。

MITAuto-check passedData & Analytics

Install Intelligrapher

skills CLI
$ npx skills add MrLee2R/Intelligrapher --skill intelligrapher -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install MrLee2R/Intelligrapher intelligrapher --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/MrLee2R/Intelligrapher.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/intelligrapher .claude/skills/intelligrapher && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
intelligrapher
GitHub stars
112
Token cost
~388 tokens
SKILL.md length
77 words
Files
20 (incl. scripts, references, assets)
Skills in repo
2
Repo updated
First seen
Licence
MIT

At a glance

科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。

  • Works in 3 steps: 知识库（Knowledge）：${SKILL_DIR}/references/kn… → 审美库（Aesthetic）：${SKILL_DIR}/references/ae… → 模板库（Template）：${SKILL_DIR}/assets/templat…
  • Tasks that involve Data visualization
  • SKILL.md covers Overview, 三库机制, 工作流程 and 占位符规范（模板内使用双花括号）, plus 1 more section
  • Runs Python scripts from its folder

What it does

Intelligrapher is an agent skill from MrLee2R/Intelligrapher. 科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。

Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. The skill folder holds 25 other files, including scripts, reference files and assets (for example `assets/templates/README.md`, `assets/templates/bar-chart.py` and `assets/templates/box-plot.py`).

It sits in Data & Analytics, covering Data visualization. It works with Python, Matplotlib and Seaborn. The repository describes itself as: 科研绘图智能助手/Intelligent Assistant for Scientific Research Illustration — Claude Code Skill. The licence is MIT.

When your agent uses it

  • Tasks that involve Data visualization

Example prompts

  • “/intelligrapher”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 知识库（Knowledge）：${SKILL_DIR}/references/knowledge/{domain}.md，包含领域图表规范。默认 domain 为 civil-engineering。
  2. 审美库（Aesthetic）：${SKILL_DIR}/references/aesthetic/{journal}.md，包含顶刊配色、字体、线型规范。
  3. 模板库（Template）：${SKILL_DIR}/assets/templates/{figure_type}.py，包含参数化 Python 模板。

What it can do on your machine

Read from SKILL.md and the folder at commit f459476. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Intelligrapher loads about 388 tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 32 tokens; SKILL.md has 77 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~388
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from MrLee2R/Intelligrapher at commit f459476, republished under its MIT licence (© MrLee2R). 77 words, ~388 tokens.

Download SKILL.mdSave it as .claude/skills/intelligrapher/SKILL.md (or your agent's skills folder). This skill also uses 19 other files; get the full folder from GitHub.
name
intelligrapher
description
科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。
dependencies
matplotlib, seaborn, numpy, pandas, scipy
user-invocable
true

Intelligrapher

Overview

本 Skill 通过「知识库 + 审美库 + 模板库」三库协同，将用户的科研绘图需求转化为可直接运行的 Python 代码。

三库机制

  1. 知识库（Knowledge）：${SKILL_DIR}/references/knowledge/{domain}.md，包含领域图表规范。默认 domain 为 civil-engineering。
  2. 审美库（Aesthetic）：${SKILL_DIR}/references/aesthetic/{journal}.md，包含顶刊配色、字体、线型规范。
  3. 模板库（Template）：${SKILL_DIR}/assets/templates/{figure_type}.py，包含参数化 Python 模板。

工作流程

  1. 需求解析：从用户输入提取 $domain（默认 civil-engineering）、$journal（默认 default）、$figure_type、$data_description。
  2. 领域匹配：读取 references/knowledge/${domain}.md，获取坐标轴规范、标注符号、领域特殊要求。
  3. 审美选择：读取 references/aesthetic/${journal}.md，获取主色板、辅助色板、字体、线宽。
  4. 模板调用：从 assets/templates/${figure_type}.py 加载基础代码框架。
  5. 代码生成：将审美库色板、知识库规范注入模板占位符，输出完整 Python 脚本。

占位符规范（模板内使用双花括号）

  • {{COLOR_PALETTE}}：JSON 数组，如 ["#1f4e79", "#c55a11"]
  • {{FONT_FAMILY}}：字体族字符串
  • {{TITLE_FONTSIZE}}, {{LABEL_FONTSIZE}}, {{TICK_FONTSIZE}}：整数
  • {{LINE_WIDTH}}, {{MARKER_SIZE}}, {{BAR_WIDTH}}, {{ALPHA}}：浮点数
  • {{XLABEL}}, {{YLABEL}}, {{TITLE}}, {{LEGEND_LOC}}, {{SAVE_PATH}}：字符串
  • {{GRID}}, {{ANNOT}}：布尔值（True/False）
  • {{CMAP}}, {{FMT}}：字符串

约束

  • 所有生成代码必须基于 matplotlib / seaborn，确保可复现。
  • 配色必须严格引用审美库中的 HEX 值，禁止随意编造。
  • 若 $domain 对应的知识库文件不存在，提示用户："该领域知识库未初始化，请使用 /intelligrapher-updater 并执行 init 操作。"

© MrLee2R, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 19 other files (scripts, references, assets) in .claude/skills/intelligrapher of MrLee2R/Intelligrapher.

  • SKILL.md
  • .current-domain
  • assets/templates/README.md
  • assets/templates/bar-chart.py
  • assets/templates/box-plot.py
  • assets/templates/heatmap.py
  • assets/templates/line-plot.py
  • assets/templates/scatter-plot.py
  • references/aesthetic/README.md
  • references/aesthetic/civil-engineering.md
  • references/aesthetic/medicine.md
  • references/guidelines/color-theory.md
  • references/guidelines/figure-types.md
  • references/guidelines/journal-styles.md
  • references/knowledge/README.md
  • … and 5 more

Open the folder on GitHubat commit f459476

Compare with similar skills

Intelligrapher next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Intelligrapher compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Intelligrapher this skillMrLee2R/Intelligrapher112—~388Automated safety check: PassMIT
Ieee Figure TableCloudWave818/ieee-skills358—~1kAutomated safety check: PassMIT
Nature FigureCitrus-bit/Anaxa1202 repos~2.7kAutomated safety check: PassMIT
CJK Font Setup for Plotsxjtulyc/MedgeClaw6171 repos~1.3kAutomated safety check: PassNone
Release Evidence WorkflowAli-Marandi/ClimateDataAnalyzer107—~1.6kAutomated safety check: PassMIT
Scientific Figure Generationlingzhi227/agent-research-skills386—~809Automated safety check: PassNone

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More from MrLee2R/Intelligrapher

  • Intelligrapher Updater

    MrLee2R/Intelligrapher

    Intelligrapher 的附属更新工具。当用户需要切换科研领域、初始化新领域知识库、更新期刊配色方案或补充学科绘图规范时触发。维护 intelligrapher 的知识库与审美库。

    112 GitHub stars~196 tokensUpdated 4 mo ago
    Auto-check passed

Works with

Categories

Questions about Intelligrapher

What does Intelligrapher do?

科研绘图智能助手。当用户需要科研绘图、数据可视化、配色建议、期刊风格调整、生成 matplotlib 或 seaborn 绘图代码、或询问某专业领域图表规范时触发。支持多领域与顶刊审美，输出可直接运行的 Python 脚本。. Intelligrapher is an agent skill from MrLee2R/Intelligrapher.

When should I use Intelligrapher?

Intelligrapher fits situations like: tasks that involve Data visualization.

How do I install Intelligrapher in Claude Code?

Run `npx skills add MrLee2R/Intelligrapher --skill intelligrapher -a claude-code`. Or copy the skill folder (.claude/skills/intelligrapher in MrLee2R/Intelligrapher) into .claude/skills/intelligrapher in your project. Claude Code loads it when a task matches its description.

How do I install Intelligrapher in Codex?

Run `npx skills add MrLee2R/Intelligrapher --skill intelligrapher -a codex`. Or copy the skill folder (.claude/skills/intelligrapher in MrLee2R/Intelligrapher) into .agents/skills/intelligrapher in your project. Codex loads it when a task matches its description.

Can I use Intelligrapher in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MrLee2R/Intelligrapher --skill intelligrapher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/intelligrapher, .gemini/skills/intelligrapher, .github/skills/intelligrapher and .opencode/skills/intelligrapher in your project.

What does Intelligrapher need to run?

Going by SKILL.md and its folder, Intelligrapher needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Intelligrapher access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Intelligrapher safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Intelligrapher use?

Intelligrapher is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Intelligrapher use?

About 388 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Intelligrapher?

Skills that share tags, products or a category with Intelligrapher: Ieee Figure Table (CloudWave818/ieee-skills, 358 stars), Nature Figure (Citrus-bit/Anaxa, 120 stars), CJK Font Setup for Plots (xjtulyc/MedgeClaw, 617 stars) and Release Evidence Workflow (Ali-Marandi/ClimateDataAnalyzer, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Intelligrapher?

MrLee2R (a GitHub user) maintains it in MrLee2R/Intelligrapher, which has 112 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on May 29, 2026.

Source: MrLee2R/Intelligrapher on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.