Library

Seaborn agent skills for Claude Code, Codex and other agents.

Python statistical data visualisation library built on Matplotlib.
skills
46
Type
Library
Website
seaborn.pydata.org
Official GitHub
mwaskom

Seaborn skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Seaborn skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~2.9kAutomated safety check: PassMIT4 mo ago
2

Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.

mims-harvard/OptimusKG14619 repos~6.3kAutomated safety check: PassMIT16 days ago
3

Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause4 mo ago
4

Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows…

CloudWave818/ieee-skills353—~1kAutomated safety check: PassMIT1 mo ago
5

Submission-grade Nature/high-impact journal figure workflow for Python or R.

Citrus-bit/Anaxa1202 repos~2.7kAutomated safety check: PassMIT1 mo ago
6

Detects a usable Chinese, Japanese or Korean font and configures matplotlib so chart labels, titles and legends render instead of showing empty boxes.

xjtulyc/MedgeClaw6171 repo~1.3kAutomated safety check: PassNo licence6 mo ago
7

A skill your agent uses when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization.

caylent/tufte-data-viz222—~3.5kAutomated safety check: PassMIT7 mo ago
8

Build an auditable release-evidence workflow for a desktop or packaged application.

Ali-Marandi/ClimateDataAnalyzer107—~1.6kAutomated safety check: PassMIT1 mo ago
9

Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

Oleafly/Oleafly205—~3.4kAutomated safety check: NotesMITtoday
10

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。

MrLee2R/Intelligrapher112—~388Automated safety check: PassMIT4 mo ago
11

Picks the right chart type for a data question and applies readability rules like axis labels, colorblind palettes and legend restraint.

pipeshub-ai/pipeshub-ai3.8k—~1.1kAutomated safety check: PassApache-2.0today
12

Generates publication-quality scientific figures with matplotlib or seaborn through query expansion, a run-and-retry coding loop and a visual check of the rendered PNG.

lingzhi227/agent-research-skills383—~809Automated safety check: PassNo licence7 mo ago
13

Generates publication-quality figures for ML papers from research context.

Orchestra-Research/AI-Research-SKILLs13k3 repos~5.2kAutomated safety check: PassMIT3 mo ago
14

Submission-grade Nature/high-impact journal figure workflow for Python or R.

NeuroAIHub/BrainPilot1k1 repo~1.3kAutomated safety check: PassAGPL-3.05 days ago
15

Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks.

Mindrally/skills267—~1.6kAutomated safety check: PassApache-2.01 mo ago
16

Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R (ggplot2/patchwork/ComplexHeatmap), including…

Tai609/NebulaMat100—~1.9kAutomated safety check: PassUnknown1 mo ago
17

Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

K-Dense-AI/scientific-agent-skills48k1 repo~3.9kAutomated safety check: NotesMIT2 days ago
18

Publication-ready scientific figure design with matplotlib and seaborn.

aiming-lab/AutoResearchClaw15k—~709Automated safety check: PassMIT1 mo ago
19

Creates and customizes scientific plots with Matplotlib. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills48k1 repo~4.2kAutomated safety check: NotesMIT2 days ago
20

Light 科研主线第 9 步·图表:图服务论点(每图支撑哪条 claim、删了缺什么)+ 出版级规格(栏宽/字号/色盲安全/ 误差棒+n+显著性)+ 视觉诚实(不偷偷截 y 轴/不双 y 轴伪相关/不 jet-rainbow)+ 渲染后多模态「真看一眼」+ 论文数据图程序化生成绝不 AI 生图。何时用:结果分析做完要画论文图表 / 规划一组图(图清单+预算+反冗余)/ 选图型 /…

Light0305/Light-skills640—~4.1kAutomated safety check: PassMIT3 mo ago
21

Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pair plots, and heatmaps.

K-Dense-AI/scientific-agent-skills48k1 repo~3.4kAutomated safety check: NotesBSD-3-Clause2 days ago
22

Create effective data visualizations with Python (matplotlib, seaborn, plotly).

w95/awesome-claude-corporate-skills2352 repos~2.8kAutomated safety check: PassMIT7 mo ago
23

Build publication-quality figures with matplotlib using the object-oriented Figure/Axes API, constrainedlayout, rcParams customization, TrueType (Type-42) font embedding for journal submission, and…

GPTomics/bioSkills1.2k2 repos~2.9kAutomated safety check: PassMIT1 mo ago
24

Analyze a supplied scientific-figure image (PNG, JPEG, TIFF, or a rasterized figure), identify its chart type and visual grammar, infer axes and styling, and deliver a close Python/Matplotlib or…

franklee16/academic-research-skills223—~1.8kAutomated safety check: PassNo licence19 days ago
25

Scientific visualization workflow guide for publication-ready static figures with seaborn or matplotlib and interactive figures with Plotly.

DrugClaw/DrugClaw125—~681Automated safety check: PassApache-2.06 mo ago
26

Visualize metagenomic profiles using R (phyloseq, microbiome) and Python (matplotlib, seaborn).

FreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repo~1.8kAutomated safety check: PassNo licence2 mo ago
27

Build clustered heatmaps for expression matrices and other features-by-samples data with rigorous distance/linkage/scaling choices, robust color mapping, optimal leaf ordering, and…

GPTomics/bioSkills1.2k2 repos~5.8kAutomated safety check: PassMIT1 mo ago
28

A low-level plotting library for comprehensive customization.

aipoch/medical-research-skills2k—~3.8kAutomated safety check: PassMIT20 days ago
29

Draws TCR/BCR repertoire figures - V-J chord/circos, CDR3 spectratype, clonal-space stratification, clonal tracking across timepoints, rarefaction/extrapolation curves, overlap heatmaps, and…

GPTomics/bioSkills1.2k1 repo~3.9kAutomated safety check: PassMIT1 mo ago
30

Create publication-quality plots and visualizations using matplotlib and seaborn.

Microck/ordinary-claude-skills4012 repos~3.8kAutomated safety check: PassUnknown1 mo ago
31

Python visual creation and matplotlib/seaborn patterns for PBIR reports.

data-goblin/power-bi-agentic-development1k—~2.1kAutomated safety check: PassGPL-3.02 days ago
32

Guide for annotating statistical significance (p-value asterisks) on comparison plots.

jaechang-hits/SciAgent-Skills3701 repo~3kAutomated safety check: PassCC-BY-4.08 days ago
33

Statistical visualization library integrated with pandas; use it when you need fast EDA of distributions, relationships, and categorical comparisons (e.g., box/violin/pair plots and heatmaps) with…

aipoch/medical-research-skills2k—~2.1kAutomated safety check: PassMIT20 days ago
34

Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills.

probabl-ai/skills135—~785Automated safety check: PassBSD-3-Clauseyesterday
35

Interactive scientific visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills3701 repo~8.2kAutomated safety check: PassMIT8 days ago
36

Low-level Python plotting for scientific figures: publication-quality line, scatter, bar, heatmap, contour, 3D; multi-panel layouts; fine control of every element.

jaechang-hits/SciAgent-Skills3701 repo~4kAutomated safety check: PassUnknown8 days ago
37

Interactive visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills3701 repo~4.5kAutomated safety check: PassMIT8 days ago
38

A skill your agent uses when performing exploratory data analysis, statistical testing, data visualization, or building predictive models.

majiayu000/claude-skill-registry6661 repo~4.3kAutomated safety check: PassMITtoday
39

将用户的研究描述转换为高质量学术图表,自动推荐最佳图表类型并生成matplotlib/seaborn代码,输出≥300 DPI的PDF/SVG/PNG。

csmar432/finai-research109—~2.6kAutomated safety check: PassMITyesterday
40

Visualization type selection matrix by data type and analysis purpose, matplotlib/seaborn/plotly implementation pattern guide.

revfactory/harness-1001.3k—~1.3kAutomated safety check: PassApache-2.06 mo ago
41

Publication-quality data visualization with matplotlib, seaborn, and plotly

wentorai/research-plugins2981 repo~1.8kAutomated safety check: PassMIT3 mo ago
42

Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly.

seb1n/awesome-ai-agent-skills206—~2kAutomated safety check: PassMIT1 mo ago
43

Create scientific plots and visualizations using matplotlib and seaborn

lamm-mit/scienceclaw244—~1.4kAutomated safety check: PassApache-2.01 mo ago
44

데이터 유형과 분석 목적에 따른 시각화 유형 선택 매트릭스, matplotlib/seaborn/plotly 구현 패턴 가이드.

revfactory/harness-1001.3k—~820Automated safety check: PassApache-2.06 mo ago
45

Select the right Python charting library (seaborn, matplotlib, graphviz) and produce publication-quality static visualizations.

oaustegard/claude-skills150—~1.5kAutomated safety check: PassMIT5 days ago
46

Comprehensive guide to creating effective data visualizations with matplotlib, plotly, seaborn, and D3.js including chart selection frameworks, design principles, and publication-quality output.

FerroxLabs/wayland608—~3.8kAutomated safety check: PassApache-2.0yesterday

Questions, answered from the data.

What is the best Seaborn skill?

Matplotlib from zLanqing/codex-claude-academic-skills ranks first of the 46 Seaborn skills listed here, with the highest score: its repository has 4.6k GitHub stars, 17 other GitHub owners carry a copy, its SKILL.md loads about 2.9k tokens and it passes the automated safety check with no findings. Next come Scientific Visualization and Seaborn.

Is there an official Seaborn skill?

None yet. All 46 Seaborn skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.