Library
Matplotlib agent skills, page 2
Matplotlib skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | 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 |
| 50 | Checks that the tools and Python packages needed for a math modeling paper workflow are installed and offers platform-specific install commands for anything missing. | jihe520/ | 6.2k | — | ~1.5k | Automated safety check: Notes | No licence | 4 days ago |
| 51 | Design and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos, Manim/math visualizations, matplotlib scientific plots, misconception… | mingchen666/ | 236 | — | ~2.8k | Automated safety check: Pass | No licence | 16 days ago |
| 52 | 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 |
| 53 | 53.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 |
| 54 | 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 | 2 days ago |
| 55 | Runs a math modeling competition entry end to end, in AI-led or human-led mode, with Git checkpoints and self-verified solver code before it enters the LaTeX paper. | RealSeaberry/ | 258 | — | ~8.5k | Automated safety check: Pass | MIT | 27 days ago |
| 56 | Designs editable PowerPoint overview figures, especially Figure 1 for papers and proposals, from source material and the author's own visual preferences. | yzhao062/ | 249 | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | today |
| 57 | Generate charts: select type, extract data, render image. An agent skill from HezaoHezao/poirot. | HezaoHezao/ | 250 | — | ~1k | Automated safety check: Pass | MIT | 2 mo ago |
| 58 | 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 |
| 59 | Publication-ready scientific figure design with matplotlib and seaborn. | aiming-lab/ | 15k | — | ~709 | Automated safety check: Pass | MIT | 1 mo ago |
| 60 | 60.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 | 2 days ago |
| 61 | 61.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/ | 640 | — | ~4.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 62 | Convert a jupytext percent %% Python file into an executed .ipynb with cell outputs. | probabl-ai/ | 135 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 63 | 63.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 | 2 days ago |
| 64 | Create effective data visualizations with Python (matplotlib, seaborn, plotly). | w95/ | 235 | 2 repos | ~2.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 65 | Creates effective data visualizations using various libraries and tools, with focus on clarity and insight communication. | ynulihao/ | 617 | — | ~2.1k | Automated safety check: Notes | No licence | 7 mo ago |
| 66 | 66.Figure Style Correctness and legibility checklist for publication figures, plus a matplotlib sidecar. | xuzhougeng/ | 1k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 67 | Visualize copy number profiles, segments, allele-specific tracks, and cohort patterns from CNVkit, GATK, ASCAT, FACETS, Sequenza, and other callers. | GPTomics/ | 1.2k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 68 | Select colormaps and qualitative palettes for scientific figures using perceptual-uniformity, color-vision-deficiency safety, and luminance-monotonicity criteria. | GPTomics/ | 1.2k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 69 | Build Manhattan, Miami, QQ, and locuszoom-style regional plots from GWAS, TWAS, PWAS, and QTL summary statistics with correct genomic-inflation diagnostics, multi-trait overlays, lead-SNP labeling… | GPTomics/ | 1.2k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 70 | 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/ | 1.2k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 71 | Compose multi-panel publication figures with patchwork, cowplot, gridExtra (R), or matplotlib GridSpec/subfigures (Python) including shared axes/legends/guides collection, panel labels in… | GPTomics/ | 1.2k | 2 repos | ~3k | Automated safety check: Pass | MIT | 1 mo ago |
| 72 | Visualize biological networks (PPI, gene-regulatory, co-expression, pathway) with layout algorithm choice (ForceAtlas2, Fruchterman-Reingold, Kamada-Kawai, hive plots), edge bundling… | GPTomics/ | 1.2k | 2 repos | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 73 | 73.Copyplot 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/ | 223 | — | ~1.8k | Automated safety check: Pass | No licence | 19 days ago |
| 74 | Scientific visualization workflow guide for publication-ready static figures with seaborn or matplotlib and interactive figures with Plotly. | DrugClaw/ | 125 | — | ~681 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 75 | Professional trading charts including candlesticks, equity curves, drawdowns, correlation heatmaps, and return distributions | agiprolabs/ | 410 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 76 | Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 77 | Visualize metagenomic profiles using R (phyloseq, microbiome) and Python (matplotlib, seaborn). | FreedomIntelligence/ | 3.1k | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 2 mo ago |
| 78 | Build volcano and MA plots from differential-expression / association results with LFC shrinkage, FDR-adjusted thresholds, sensible label placement, and axis-truncation conventions. | GPTomics/ | 1.2k | 2 repos | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 79 | 79.Matplotlib A low-level plotting library for comprehensive customization. | aipoch/ | 2k | — | ~3.8k | Automated safety check: Pass | MIT | 20 days ago |
| 80 | Renders Hi-C contact matrices honestly and reproducibly with matplotlib, cooltools, HiCExplorer, pyGenomeTracks, FAN-C, CoolBox, and plotgardener. | GPTomics/ | 1.2k | 1 repo | ~5.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 81 | Draw and export phylogenetic trees with Bio.Phylo plus matplotlib, and route rich figures to ggtree, ETE4, or iTOL. | GPTomics/ | 1.2k | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 82 | Exports publication-ready figures with the correct vector/raster split, embedded editable fonts, color-space-robust palettes, and journal-correct sizing and resolution in matplotlib and ggplot2. | GPTomics/ | 1.2k | 1 repo | ~3.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 83 | Build restriction maps showing enzyme cut positions and inter-site distances along DNA using Biopython Bio.Restriction. | GPTomics/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 84 | 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/ | 1.2k | 1 repo | ~3.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 85 | Create publication-quality plots and visualizations using matplotlib and seaborn. | Microck/ | 401 | 2 repos | ~3.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 86 | Python visual creation and matplotlib/seaborn patterns for PBIR reports. | data-goblin/ | 1k | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 87 | Guide for annotating statistical significance (p-value asterisks) on comparison plots. | jaechang-hits/ | 370 | 1 repo | ~3k | Automated safety check: Pass | CC-BY-4.0 | 8 days ago |
| 88 | 88.Owid Catalog Access Our World in Data from Python with the owid-catalog library: load chart data, catalog tables or individual indicators as pandas DataFrames that carry their own units, descriptions, sources… | owid/ | 158 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 89 | Use Bio.Phylo to read/write phylogenetic trees and perform visualization and statistics; use when tree parsing/conversion, pruning/rerooting, distance calculation, or plotting is required. | aipoch/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 20 days ago |
| 90 | 90.Seaborn 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/ | 2k | — | ~2.1k | Automated safety check: Pass | MIT | 20 days ago |
| 91 | Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills. | probabl-ai/ | 135 | — | ~785 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 92 | 数据可视化的判断层 SSOT——画任何图表、dashboard、看板之前先加载它,不是画完之后。管"该不该这么画":这张图想让读者得出什么结论、用均值还是中位数、能不能聚合、堆叠还是折线、能不能上双轴、配色与颜色数量、同一实体跨图是否同色同位、表格该留几列。介质无关:HTML 报告页、React/Vue dashboard、PPT… | daymade/ | 1.4k | — | ~9k | Automated safety check: Pass | MIT | today |
| 93 | A skill your agent uses when visualising drone simulation results. | benchflow-ai/ | 1.8k | — | ~649 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 94 | Interactive scientific visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~8.2k | Automated safety check: Pass | MIT | 8 days ago |
| 95 | 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/ | 370 | 1 repo | ~4k | Automated safety check: Pass | Unknown | 8 days ago |
| 96 | Graph and network analysis toolkit. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~5.8k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |