📊
DataPython

科研可视化工具

by XiaoMaColtAI

科研可视化工具 is a Data skill for Claude Code, published by XiaoMaColtAI in math-modeling-skill.

819 stars51 forkson XiaoMaColtAI/math-modeling-skillAdded 2026/08/23+8% in starsRepository updated 2026/08/22
claude-codeclaude-skillscodexcodex-skillcumcmdeepseek-harnessmath-modelingmcm-icmskillsvibe-coding
Install in seconds
Install 科研可视化工具
Copy 科研可视化工具 into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/XiaoMaColtAI/math-modeling-skill/tree/main/tools/figure ~/.claude/skills/figure

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/XiaoMaColtAI/math-modeling-skill.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
tools/figure/SKILL.md in XiaoMaColtAI/math-modeling-skill
Installs to
~/.claude/skills/figure
Collection
One of 10 skills cataloged from this repository
Category
Data668 skills

What 科研可视化工具 does

科研可视化工具从数据剖析到出版级成图,先做 EDA、选图决策和错误拦截,再进行绘制、自检与多格式导出。适合论文配图、科研数据可视化和数学建模结果图制作。

科研可视化工具 is cataloged under Data on DirSkills. 科研可视化工具 comes from a repository tagged claude-code, claude-skills, codex, codex-skill and cumcm.

Documentation

README

科研可视化工具

从数据剖析到出版级成图 | Python + MATLAB | 自检 + AI 读图闭环

路径

  • SKILL_ROOT:math-modeling-skill 仓库根目录(只读)。
  • 本文件中所有 tools/figure/... 路径均相对于 SKILL_ROOT
  • CLI 命令使用 "<SKILL_ROOT>/tools/figure/scripts/..." 格式,确保从任何工作目录均可执行。
  • Python import 使用 sys.path.insert(0, os.path.join(SKILL_ROOT, 'tools', 'figure', 'scripts')) 后导入。

概述

本工具融合 nature-figure 的图表契约/后端路由架构与 scipilot-figure-skill 的数据剖析/选图决策/自检闭环, 并扩展数学建模特有的三类图体系和子问题覆盖检查。永远先思考再画

  1. 先理解数据再选图——拿到数据先做 EDA,用事实驱动图型选择
  2. 先想清楚"这张图要论证什么"——同样数据,不同论点 = 不同图
  3. 主动拦截科研画图的经典错误,而不是顺从
  4. 维度太多就建议拆图,不硬塞

只覆盖纯数据图:折线、柱状、散点、箱线/小提琴、热力图、误差棒、分布图、相关性矩阵、雷达图、 3D 曲面、多面板组合。不做示意图、流程图、架构图。

工作流

第 1 步:数据剖析

python "<SKILL_ROOT>/tools/figure/scripts/profile_data.py" data.csv --group group --group condition

This is the opening of the README. Read the full README on GitHub.

Frequently asked about 科研可视化工具

  • What else does XiaoMaColtAI publish alongside 科研可视化工具?

    科研可视化工具 is one of 10 skills that DirSkills catalogs from XiaoMaColtAI/math-modeling-skill, the repository it ships in. Its siblings there include DOCX Tools, Excel Tools and LaTeX工具. Each one is a separate skill with its own page in this directory, installs the same way 科研可视化工具 does, and is maintained by XiaoMaColtAI in that same repository. The rest of the collection is listed on the XiaoMaColtAI/math-modeling-skill page.

  • How does 科研可视化工具 compare to other Data skills?

    科研可视化工具 ranks #503 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of 科研可视化工具 against them. Open each page to compare what they document and how they install.

More from XiaoMaColtAI/math-modeling-skill

科研可视化工具 is one of 10 skills cataloged on DirSkills from XiaoMaColtAI/math-modeling-skill.

See all 10 skills
📄
1w ago

DOCX Tools

DOCX Tools creates, edits, validates, and converts Word DOCX files, including full LaTeX papers into editable DOCX. It is used for math modeling papers, formulas, tables, revision tracking, and comments.
Writing
81951
📊
1w ago

Excel Tools

Excel Tools reads, creates, modifies, and verifies XLSX files while preserving templates, formulas, and worksheet structure. Use it when a task requires Excel output, formula recalculation, or checking workbook errors.
Automation
81951
📄
1w ago

LaTeX工具

LaTeX工具用于从官方或内置模板创建、编译和校验数学建模 LaTeX 论文项目。需要同时交付 Word 时,也可配合 DOCX 工具将完整论文转换为 Word。
Writing
81951
📐
1w ago

Math Modeling

Math Modeling supports mathematical modeling analysis, code solving, result visualization, and paper writing for competition or project tasks. It can run the full three-stage workflow or just one stage, with optional in-stage quality checks.
AI Engineering
81951
📄
1w ago

PDF Processing

PDF Processing handles reading, extracting text and tables, merging, splitting, rotating, watermarking, creating, encrypting, and decrypting PDF files. Use it when a prompt mentions a .pdf file or asks to generate or modify a PDF, including OCR for scanned documents.
Automation
81951
📚
1w ago

双引擎论文搜索

双引擎论文搜索并行使用 OpenAlex 和 AnySearch 搜索论文,交叉匹配并输出可追溯的元数据。用于需要核验作者、题名、年份和来源的文献检索。
AI Engineering
81951