Library

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

Comprehensive Python library for static, animated and interactive plots and figures.
skills
110
official
3
Type
Library
Website
matplotlib.org
Official GitHub
matplotlib

Matplotlib skills, ranked

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

Official (3 skills)

Official Matplotlib skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Generate a PPTX presentation explaining code changes on the current branch, with matplotlib diagrams and dark theme slides.

JetBrains/youtrackdb437—~1.8kAutomated safety check: PassApache-2.0today
2
2.Visual DesignOfficial

Use this skill any time the user needs a visual output as an image or PDF — charts, diagrams, posters, infographics, abstract artwork, or any visual design.

aws-samples/sample-strands-agent-with-agentcore194—~1.5kAutomated safety check: PassMITyesterday
3
3.Pandas PatternsOfficial

Common pandas and matplotlib patterns for data analysis and visualization

langchain-ai/docs424—~117Automated safety check: PassMITtoday

Community

Community Matplotlib skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
4

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
5

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
6

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
7

Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data.

Trae1ounG/paper-plot-skills8611 repo~583Automated safety check: PassNo licence5 mo ago
8

Renders ready-made scientific figure templates, such as raincloud plots, Taylor diagrams and chord diagrams, from bundled Python scripts in the MathModel sandbox.

jihe520/MathModelAgent6.2k—~627Automated safety check: NotesNo licence4 days ago
9

Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with…

ChenLiu-1996/figures4papers8.1k—~557Automated safety check: PassUnknownyesterday
10

Reproduce any academic paper figure from an uploaded image using accumulated style experience.

Trae1ounG/paper-plot-skills8611 repo~868Automated safety check: PassNo licence5 mo ago
11

RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics.

clshortfuse/renodx4.4k—~1.1kAutomated safety check: PassMITtoday
12

A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames).

EvoScientist/EvoSkills4741 repo~4.4kAutomated safety check: PassApache-2.07 days ago
13

Sends interactive Feishu group-chat cards that mix markdown text with uploaded chart or diagram images, for progress updates and analysis results.

xjtulyc/MedgeClaw6171 repo~734Automated safety check: NotesNo licence6 mo ago
14

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh).

cortega26/chile-hub1132 repos~1.5kAutomated safety check: PassMITyesterday
15

Redraws your data as a matplotlib figure in the visual style of a reference paper figure, using a drawer and reviewer loop.

VILA-Lab/FigMirror522—~2.1kAutomated safety check: PassNo licence7 days ago
16

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
17

Mirrors the visual style of a top-conference paper figure onto your own data, producing a camera-ready PDF and a self-contained matplotlib script.

VILA-Lab/FigMirror522—~2.4kAutomated safety check: PassNo licence7 days ago
18

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

Citrus-bit/Anaxa1202 repos~2.7kAutomated safety check: PassMIT1 mo ago
19

Tune Matplotlib labels on pgbent PG18 charts: scatter point placement, horizontal bar value labels (inside bar with contrast color when they fit), overlap avoidance, and PNG regeneration.

gregs1104/pgbent268—~1.9kAutomated safety check: PassUnknown1 mo ago
20

A skill your agent uses when asked to reproduce or refine a single scientific figure panel as editable Python/matplotlib code in NaturePanelForge.

littlepeachs/NaturePanelForge221—~1.2kAutomated safety check: PassMIT2 mo ago
21

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
22

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
23

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

Ali-Marandi/ClimateDataAnalyzer107—~1.6kAutomated safety check: PassMIT1 mo ago
24

Generate data visualization charts (line, scatter, bar, stem, fill-between, stackplot, stairs) from natural language descriptions using an LLM-powered matplotlib pipeline.

AlexisZ12/DataVizAiAssistant102—~662Automated safety check: PassMIT1 mo ago
25

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

Oleafly/Oleafly205—~3.4kAutomated safety check: NotesMITtoday
26

Runs a math modeling contest pipeline for CUMCM and MCM/ICM entries in Codex CLI, with git checkpoints, verified solver code and human review at each stage.

RealSeaberry/AutoMCM-Pro258—~1.6kAutomated safety check: PassMIT26 days ago
27

Lets a plotting agent query a gallery of scientific figure references, show candidates for you to pick from, and export the chosen ones before it writes plot code.

Dsadd4/AgentFigureGallery159—~643Automated safety check: PassMIT1 mo ago
28

decision-lab house figure style for matplotlib. An agent skill from pymc-labs/decision-lab.

pymc-labs/decision-lab198—~1.1kAutomated safety check: PassApache-2.012 days ago
29

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
30

Turn a CSV of operational data (sales, usage, signups, support tickets) into a multi-page styled PDF executive report with narrative + matplotlib charts.

skrun-dev/skrun210—~1.1kAutomated safety check: PassMIT14 days ago
31

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
32

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
33

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

Orchestra-Research/AI-Research-SKILLs13k3 repos~5.2kAutomated safety check: PassMIT3 mo ago
34

UTILITY SKILL — Python diagram generation for Azure architectures, WAF/cost/compliance charts, ERDs, swimlanes, timelines, and wireframes.

jonathan-vella/apex217—~2kAutomated safety check: PassMITtoday
35

Drives an end-to-end workflow for the CUMCM math modeling contest: reads the problem and data, researches, codes and verifies models, then writes a LaTeX paper and PDF.

RealSeaberry/AutoMCM-Pro258—~1.6kAutomated safety check: PassMIT26 days ago
36

Installing and using common Python packages in SkillBench containers.

A-EVO-Lab/a-evolve805—~556Automated safety check: PassNo licence1 mo ago
37

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

NeuroAIHub/BrainPilot1k1 repo~1.3kAutomated safety check: PassAGPL-3.05 days ago
38

Generate images, charts, plots, and visualizations. An agent skill from fastclaw-ai/fastclaw.

fastclaw-ai/fastclaw1.4k—~417Automated safety check: PassUnknownyesterday
39

Analyzes CSV, Parquet and JSON data with DuckDB, Polars, numpy and matplotlib, preferring a persistent kernel over repeated one-shot processes.

code-yeongyu/oh-my-openagent70k—~1.4kAutomated safety check: PassUnknowntoday
40

Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps.

davila7/claude-code-templates32k10 repos~1.8kAutomated safety check: PassMITtoday
41

生成研究/项目架构图、流程图、层次图(swimlane / processflow / hierarchytree)。适合 PPT 汇报、技术文档、综述插图。输出风格接近 draw.io,可选 graphviz(高质量)/ matplotlib(零依赖)双后端。

csmar432/finai-research109—~1.5kAutomated safety check: PassMITyesterday
42

Produces a full business health analysis from sales, finance, inventory and customer CSV files: core KPIs, monthly trends, drill-downs and recommendations.

zj-unicom-ai/UniEmployee348—~662Automated safety check: PassMIT5 days ago
43

Overlays deterministic, accurate text on AI-generated video clips and builds short single-file Python video projects without a Remotion toolchain.

digitalsamba/claude-code-video-toolkit2.2k—~3.3kAutomated safety check: PassMITyesterday
44

3Dmol.js WebGL molecular visualization emitted as self-contained HTML.

jaechang-hits/SciAgent-Skills370—~3.2kAutomated safety check: PassBSD-3-Clause8 days ago
45

Generate a multi-form answer (Marp slide deck, matplotlib chart, Obsidian Canvas, or social content brief) from one or more wiki pages in a research directory and file the output back into…

iusztinpaul/ai-research-os-workshop179—~3.7kAutomated safety check: PassMIT3 mo ago
46

Build or refresh an OWID static visualization end to end — resolve what data it needs from an old static viz image, an indicator, or a grapher chart; check both the ETL catalog and the producer's…

owid/etl158—~8.3kAutomated safety check: PassMITtoday
47

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
48

Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx).

jimmc414/Kosmos594—~16kAutomated safety check: NotesNo licence3 days ago

Questions, answered from the data.

What is the best Matplotlib skill?

Create Presentation (official) from JetBrains/youtrackdb ranks first of the 110 Matplotlib skills listed here, with the highest score: its repository has 437 GitHub stars, its SKILL.md loads about 1.8k tokens and it passes the automated safety check with no findings. Next come Visual Design and Pandas Patterns.

Is there an official Matplotlib skill?

3 of the 110 Matplotlib skills are official, published by the vendor's own GitHub organization: Create Presentation, Visual Design and Pandas Patterns.

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.