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Data & Analytics · Matplotlib · For data scientists
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 18 repos | ~2.9k | Automated safety check: Pass | MIT | 4 mo ago |
| 2 | 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 |
| 3 | 3.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 |
| 4 | Generate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. | Trae1ounG/ | 866 | 1 repo | ~583 | Automated safety check: Pass | No licence | 5 mo ago |
| 5 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.2k | — | ~557 | Automated safety check: Pass | Unknown | 2 days ago |
| 6 | Reproduce any academic paper figure from an uploaded image using accumulated style experience. | Trae1ounG/ | 866 | 1 repo | ~868 | Automated safety check: Pass | No licence | 5 mo ago |
| 7 | 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 |
| 8 | A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames). | EvoScientist/ | 475 | 1 repo | ~4.4k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 9 | 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 | today |
| 10 | Redraws your data as a matplotlib figure in the visual style of a reference paper figure, using a drawer and reviewer loop. | VILA-Lab/ | 523 | — | ~2.1k | Automated safety check: Pass | No licence | 8 days ago |
| 11 | Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. | Oleafly/ | 206 | 1 repo | ~3.4k | Automated safety check: Notes | MIT | today |
| 12 | Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows… | CloudWave818/ | 355 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 13 | 13.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/ | 523 | — | ~2.4k | Automated safety check: Pass | No licence | 8 days ago |
| 14 | 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 |
| 15 | 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 |
| 16 | A skill your agent uses when asked to reproduce or refine a single scientific figure panel as editable Python/matplotlib code in NaturePanelForge. | littlepeachs/ | 222 | — | ~1.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 17 | 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 | 7 mo ago |
| 18 | A skill your agent uses when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization. | caylent/ | 223 | — | ~3.5k | Automated safety check: Pass | MIT | 7 mo ago |
| 19 | 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 |
| 20 | 20.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 | 2 mo ago |
| 21 | 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 |
| 22 | decision-lab house figure style for matplotlib. An agent skill from pymc-labs/decision-lab. | pymc-labs/ | 199 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 13 days ago |
| 23 | 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 |
| 24 | 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 |
| 25 | 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/ | 384 | — | ~809 | Automated safety check: Pass | No licence | 7 mo ago |
| 26 | 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 |
| 27 | Submission-grade Nature/high-impact journal figure workflow for Python or R. | NeuroAIHub/ | 1.1k | 1 repo | ~1.3k | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 28 | Installing and using common Python packages in SkillBench containers. | A-EVO-Lab/ | 806 | — | ~556 | Automated safety check: Pass | No licence | 1 mo ago |
| 29 | 29.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 |
| 30 | 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 |
| 31 | 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 |
| 32 | 3Dmol.js WebGL molecular visualization emitted as self-contained HTML. | jaechang-hits/ | 370 | — | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 9 days ago |
| 33 | 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 | 2 days ago |
| 34 | 生成、重构或审核科研可视化代码,支持 Python 的 Matplotlib/Seaborn 与 MATLAB. An agent skill from yrui-cmd/Cell. | yrui-cmd/ | 105 | — | ~784 | Automated safety check: Pass | MIT | 2 days ago |
| 35 | 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 |
| 36 | Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. | Mindrally/ | 268 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 37 | Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). | jimmc414/ | 594 | — | ~16k | Automated safety check: Notes | No licence | 4 days ago |
| 38 | 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/ | 100 | — | ~1.9k | Automated safety check: Pass | Unknown | 1 mo ago |
| 39 | Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception… | mingchen666/ | 237 | — | ~2.8k | Automated safety check: Pass | No licence | 17 days ago |
| 40 | Build figures in OpenAI's blog / research / system-card "dotcom" visual style — both (a) bar charts (monochrome bars with a darker same-hue stroke, rounded corners, a black y-axis with outward ticks… | yzlnew/ | 149 | — | ~1.3k | Automated safety check: Pass | No licence | 3 mo ago |
| 41 | 41.Matplotlib This skill should be used when the user invokes "/matplotlib" to plot data from the current context using matplotlib (via uv) and output the resulting image path. | xenodium/ | 142 | — | ~690 | Automated safety check: Pass | No licence | 2 mo ago |
| 42 | Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. | K-Dense-AI/ | 48k | 1 repo | ~3.9k | Automated safety check: Notes | MIT | 3 days ago |
| 43 | A skill your agent uses to turn researched or computed numeric data into source-grounded charts. | NVIDIA-AI-Blueprints/ | 883 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | Publication-ready scientific figure design with matplotlib and seaborn. | aiming-lab/ | 15k | — | ~709 | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | 45.Matplotlib Creates and customizes scientific plots with Matplotlib. An agent skill from K-Dense-AI/scientific-agent-skills. | K-Dense-AI/ | 48k | 1 repo | ~4.2k | Automated safety check: Notes | MIT | 3 days ago |
| 46 | Convert a jupytext percent %% Python file into an executed .ipynb with cell outputs. | probabl-ai/ | 137 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | today |
| 47 | 47.Light Figure 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/ | 641 | — | ~4.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 48 | 48.Seaborn Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pair plots, and heatmaps. | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Notes | BSD-3-Clause | 3 days ago |