Library
Matplotlib agent skills for Claude Code, Codex and other agents.
- 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)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Generate a PPTX presentation explaining code changes on the current branch, with matplotlib diagrams and dark theme slides. | JetBrains/ | 437 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | 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/ | 194 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 3 | Common pandas and matplotlib patterns for data analysis and visualization | langchain-ai/ | 424 | — | ~117 | Automated safety check: Pass | MIT | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 4 | Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 5 | Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG. | mims-harvard/ | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | 16 days ago |
| 6 | 6.Seaborn Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 7 | Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. | Trae1ounG/ | 861 | 1 repo | ~583 | Automated safety check: Pass | No licence | 5 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/ | 6.2k | — | ~627 | Automated safety check: Notes | No licence | 4 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/ | 8.1k | — | ~557 | Automated safety check: Pass | Unknown | yesterday |
| 10 | Reproduce any academic paper figure from an uploaded image using accumulated style experience. | Trae1ounG/ | 861 | 1 repo | ~868 | Automated safety check: Pass | No licence | 5 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/ | 4.4k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 12 | A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames). | EvoScientist/ | 474 | 1 repo | ~4.4k | Automated safety check: Pass | Apache-2.0 | 7 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/ | 617 | 1 repo | ~734 | Automated safety check: Notes | No licence | 6 mo ago |
| 14 | Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). | cortega26/ | 113 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 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/ | 522 | — | ~2.1k | Automated safety check: Pass | No licence | 7 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/ | 353 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | 17.FigMirror 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/ | 522 | — | ~2.4k | Automated safety check: Pass | No licence | 7 days ago |
| 18 | Submission-grade Nature/high-impact journal figure workflow for Python or R. | Citrus-bit/ | 120 | 2 repos | ~2.7k | Automated safety check: Pass | MIT | 1 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/ | 268 | — | ~1.9k | Automated safety check: Pass | Unknown | 1 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/ | 221 | — | ~1.2k | Automated safety check: Pass | MIT | 2 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/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 6 mo ago |
| 22 | A skill your agent uses when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization. | caylent/ | 222 | — | ~3.5k | Automated safety check: Pass | MIT | 7 mo ago |
| 23 | Build an auditable release-evidence workflow for a desktop or packaged application. | Ali-Marandi/ | 107 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | 24.Dataviz AI Generate data visualization charts (line, scatter, bar, stem, fill-between, stackplot, stairs) from natural language descriptions using an LLM-powered matplotlib pipeline. | AlexisZ12/ | 102 | — | ~662 | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. | Oleafly/ | 205 | — | ~3.4k | Automated safety check: Notes | MIT | today |
| 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/ | 258 | — | ~1.6k | Automated safety check: Pass | MIT | 26 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/ | 159 | — | ~643 | Automated safety check: Pass | MIT | 1 mo ago |
| 28 | decision-lab house figure style for matplotlib. An agent skill from pymc-labs/decision-lab. | pymc-labs/ | 198 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 12 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/ | 112 | — | ~388 | Automated safety check: Pass | MIT | 4 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/ | 210 | — | ~1.1k | Automated safety check: Pass | MIT | 14 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/ | 3.8k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 383 | — | ~809 | Automated safety check: Pass | No licence | 7 mo ago |
| 33 | Generates publication-quality figures for ML papers from research context. | Orchestra-Research/ | 13k | 3 repos | ~5.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 34 | UTILITY SKILL — Python diagram generation for Azure architectures, WAF/cost/compliance charts, ERDs, swimlanes, timelines, and wireframes. | jonathan-vella/ | 217 | — | ~2k | Automated safety check: Pass | MIT | today |
| 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/ | 258 | — | ~1.6k | Automated safety check: Pass | MIT | 26 days ago |
| 36 | Installing and using common Python packages in SkillBench containers. | A-EVO-Lab/ | 805 | — | ~556 | Automated safety check: Pass | No licence | 1 mo ago |
| 37 | Submission-grade Nature/high-impact journal figure workflow for Python or R. | NeuroAIHub/ | 1k | 1 repo | ~1.3k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 38 | 38.Image Gen Generate images, charts, plots, and visualizations. An agent skill from fastclaw-ai/fastclaw. | fastclaw-ai/ | 1.4k | — | ~417 | Automated safety check: Pass | Unknown | yesterday |
| 39 | Analyzes CSV, Parquet and JSON data with DuckDB, Polars, numpy and matplotlib, preferring a persistent kernel over repeated one-shot processes. | code-yeongyu/ | 70k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 40 | Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps. | davila7/ | 32k | 10 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 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/ | 109 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 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/ | 348 | — | ~662 | Automated safety check: Pass | MIT | 5 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/ | 2.2k | — | ~3.3k | Automated safety check: Pass | MIT | yesterday |
| 44 | 3Dmol.js WebGL molecular visualization emitted as self-contained HTML. | jaechang-hits/ | 370 | — | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 8 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/ | 179 | — | ~3.7k | Automated safety check: Pass | MIT | 3 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/ | 158 | — | ~8.3k | Automated safety check: Pass | MIT | today |
| 47 | Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. | Mindrally/ | 267 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 48 | Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). | jimmc414/ | 594 | — | ~16k | Automated safety check: Notes | No licence | 3 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.