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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 | 17 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 | Academic-grade scientific figure creation for Nature/Cell/Science journals. | TingxiYu/ | 474 | 1 repo | ~7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 5 | 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 |
| 6 | Build a Fast Dash web app from a Python function. An agent skill from dkedar7/fast_dash. | dkedar7/ | 129 | — | ~1.9k | Automated safety check: Pass | MIT | 3 days ago |
| 7 | 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 |
| 8 | 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 |
| 9 | Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly. | Oleafly/ | 205 | — | ~3.4k | Automated safety check: Notes | MIT | today |
| 10 | 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 |
| 11 | 11.Plotly Interactive scientific and statistical data visualization library for Python. | davila7/ | 32k | 14 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 12 | 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 |
| 13 | This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data… | ailabs-393/ | 454 | — | ~2.4k | Automated safety check: Pass | MIT | 11 mo ago |
| 14 | 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 |
| 15 | 15.Data Analyst This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. | ailabs-393/ | 454 | — | ~2.7k | Automated safety check: Pass | MIT | 11 mo ago |
| 16 | 16.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 |
| 17 | 17.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 |
| 18 | Create effective data visualizations with Python (matplotlib, seaborn, plotly). | w95/ | 235 | 2 repos | ~2.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 19 | A skill your agent uses for Plotly Dash app layouts, callbacks, pages, assets, configuration, clientside callbacks, Jupyter display, CSP, and app-level debugging. | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | 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 |
| 21 | Build Sankey, alluvial, river, and CONSORT-style flow diagrams to visualize cohort transitions, cell-state changes, or pipeline filtering using ggalluvial, networkD3, plotly, and consort. | GPTomics/ | 1.2k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | Build interactive HTML/web visualizations with plotly (Python/R), bokeh (Python), and gganimate/plotly frames for animation, with awareness of current Kaleido static-export model (post-orca-EOL)… | GPTomics/ | 1.2k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 23 | 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 |
| 24 | Creates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). | ynulihao/ | 617 | — | ~2.1k | Automated safety check: Pass | No licence | 7 mo ago |
| 25 | 25.Matplotlib A low-level plotting library for comprehensive customization. | aipoch/ | 2k | — | ~3.8k | Automated safety check: Pass | MIT | 20 days ago |
| 26 | 26.Geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. | brycewang-stanford/ | 4.5k | — | ~3.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 27 | 27.Plotly Plotly interactive visualization. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Pass | Unknown | 2 days ago |
| 28 | 28.Plotnine plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 2 days ago |
| 29 | Creates interactive educational MicroSims, routing to the best-matched generator - p5.js, Chart.js, Plotly, Mermaid, vis-network, timelines, maps, Venn, causal-loop/feedback-loop diagrams (CLD)… | dmccreary/ | 105 | — | ~11k | Automated safety check: Pass | No licence | 2 days ago |
| 30 | 30.Plotly Interactive visualization library for Python. An agent skill from aipoch/medical-research-skills. | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 20 days ago |
| 31 | 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 |
| 32 | 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 |
| 33 | Maintain the Open-FDD React product SPA (frontend/web → openfdd-web). | bbartling/ | 172 | — | ~1.9k | Automated safety check: Pass | Unknown | yesterday |
| 34 | 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 |
| 35 | Interactive visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 8 days ago |
| 36 | Visualization type selection matrix by data type and analysis purpose, matplotlib/seaborn/plotly implementation pattern guide. | revfactory/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 37 | Interactive data visualization with Plotly, ECharts, and D3. An agent skill from wentorai/research-plugins. | wentorai/ | 298 | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 38 | Guide to Plotly.py for interactive scientific visualizations in Python | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 39 | Publication-quality data visualization with matplotlib, seaborn, and plotly | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 40 | Create, review, and restyle data visualizations using Edward Tufte principles: high data-ink ratio, direct labels, range-frame axes, small multiples, accessible color, responsive charts, and honest… | Mathews-Tom/ | 327 | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 41 | Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly. | seb1n/ | 206 | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 42 | 14 data visualization skills. An agent skill from wentorai/research-plugins. | wentorai/ | 298 | 1 repo | ~575 | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | 데이터 유형과 분석 목적에 따른 시각화 유형 선택 매트릭스, matplotlib/seaborn/plotly 구현 패턴 가이드. | revfactory/ | 1.3k | — | ~820 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 44 | A skill your agent uses whenever you generate or review a chart, plot, table, or paper figure in this workspace, including work delegated by paper-writing, literature-survey, and experiment skills. | Tai609/ | 100 | — | ~1.5k | Automated safety check: Pass | Unknown | 1 mo ago |
| 45 | 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/ | 608 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |