Library
Plotly agent skills for Claude Code, Codex and other agents.
- skills
- 51
- Type
- Library
- Website
- plotly.com
- Official GitHub
- plotly
Plotly skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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 | VectorBT backtesting expert. An agent skill from marketcalls/vectorbt-backtesting-skills. | marketcalls/ | 207 | — | ~3.4k | Automated safety check: Notes | No licence | 2 mo ago |
| 11 | 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 |
| 12 | 12.Plotly Interactive scientific and statistical data visualization library for Python. | davila7/ | 32k | 14 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 13 | 13.Optimize Optimize strategy parameters using VectorBT. An agent skill from marketcalls/vectorbt-backtesting-skills. | marketcalls/ | 207 | — | ~758 | Automated safety check: Notes | No licence | 2 mo ago |
| 14 | 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 |
| 15 | 15.Setup Set up the Python backtesting environment. An agent skill from marketcalls/vectorbt-backtesting-skills. | marketcalls/ | 207 | — | ~2k | Automated safety check: Notes | No licence | 2 mo ago |
| 16 | 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 |
| 17 | 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 |
| 18 | 18.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 |
| 19 | 19.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 |
| 20 | 20.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 |
| 21 | Create effective data visualizations with Python (matplotlib, seaborn, plotly). | w95/ | 235 | 2 repos | ~2.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 22 | 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 |
| 23 | 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 |
| 24 | Translate a Beamer .tex lecture to a Quarto RevealJS .qmd mirror. | pedrohcgs/ | 1.6k | — | ~723 | Automated safety check: Pass | MIT | 9 days ago |
| 25 | 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 |
| 26 | 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 |
| 27 | 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 |
| 28 | 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 |
| 29 | 29.Matplotlib A low-level plotting library for comprehensive customization. | aipoch/ | 2k | — | ~3.8k | Automated safety check: Pass | MIT | 20 days ago |
| 30 | 30.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 |
| 31 | 31.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 |
| 32 | 32.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 |
| 33 | 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 |
| 34 | 34.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 |
| 35 | 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 |
| 36 | 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 |
| 37 | Maintain the Open-FDD React product SPA (frontend/web → openfdd-web). | bbartling/ | 172 | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 38 | 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 |
| 39 | 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 |
| 40 | 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 |
| 41 | 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 |
| 42 | Guide to Plotly.py for interactive scientific visualizations in Python | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | Publication-quality data visualization with matplotlib, seaborn, and plotly | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 44 | 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 |
| 45 | 45.Dash A skill your agent uses when building, debugging, testing, or maintaining Plotly Dash applications, callbacks, server backends, component packages, renderer internals, and Dash repository workflows. | VectorSpaceLab/ | 328 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 46 | 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 |
| 47 | Translate Beamer LaTeX to Quarto RevealJS. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~542 | Automated safety check: Notes | Unknown | 2 days ago |
| 48 | 14 data visualization skills. An agent skill from wentorai/research-plugins. | wentorai/ | 298 | 1 repo | ~575 | Automated safety check: Pass | MIT | 3 mo ago |
Questions, answered from the data.
What is the best Plotly skill?
Matplotlib from zLanqing/codex-claude-academic-skills ranks first of the 51 Plotly skills listed here, with the highest score: its repository has 4.6k GitHub stars, 17 other GitHub owners carry a copy, its SKILL.md loads about 2.9k tokens and it passes the automated safety check with no findings. Next come Scientific Visualization and Seaborn.
Is there an official Plotly skill?
None yet. All 51 Plotly skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
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.