Library

Plotly agent skills for Claude Code, Codex and other agents.

Open-source graphing libraries and Dash framework for interactive charts and analytical web apps.
skills
51
Type
Library
Website
plotly.com
Official GitHub
plotly

Plotly skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Plotly skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k17 repos~2.9kAutomated safety check: PassMIT4 mo ago
2

Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.

mims-harvard/OptimusKG14619 repos~6.3kAutomated safety check: PassMIT16 days ago
3

Statistical visualization with pandas integration. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause4 mo ago
4

Academic-grade scientific figure creation for Nature/Cell/Science journals.

TingxiYu/academic-figure-skill4741 repo~7kAutomated safety check: PassApache-2.02 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/EvoSkills4741 repo~4.4kAutomated safety check: PassApache-2.07 days ago
6

Build a Fast Dash web app from a Python function. An agent skill from dkedar7/fast_dash.

dkedar7/fast_dash129—~1.9kAutomated safety check: PassMIT3 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/MedgeClaw6171 repo~1.3kAutomated safety check: PassNo licence6 mo ago
8

A skill your agent uses when creating, reviewing, or styling charts, graphs, dashboards, sparklines, or any data visualization.

caylent/tufte-data-viz222—~3.5kAutomated safety check: PassMIT7 mo ago
9

Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

Oleafly/Oleafly205—~3.4kAutomated safety check: NotesMITtoday
10

VectorBT backtesting expert. An agent skill from marketcalls/vectorbt-backtesting-skills.

marketcalls/vectorbt-backtesting-skills207—~3.4kAutomated safety check: NotesNo licence2 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/pipeshub-ai3.8k—~1.1kAutomated safety check: PassApache-2.0today
12

Interactive scientific and statistical data visualization library for Python.

davila7/claude-code-templates32k14 repos~1.8kAutomated safety check: PassMITtoday
13

Optimize strategy parameters using VectorBT. An agent skill from marketcalls/vectorbt-backtesting-skills.

marketcalls/vectorbt-backtesting-skills207—~758Automated safety check: NotesNo licence2 mo ago
14

3Dmol.js WebGL molecular visualization emitted as self-contained HTML.

jaechang-hits/SciAgent-Skills370—~3.2kAutomated safety check: PassBSD-3-Clause8 days ago
15

Set up the Python backtesting environment. An agent skill from marketcalls/vectorbt-backtesting-skills.

marketcalls/vectorbt-backtesting-skills207—~2kAutomated safety check: NotesNo licence2 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/ai-labs-claude-skills454—~2.4kAutomated safety check: PassMIT11 mo ago
17

Creates and audits truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.

K-Dense-AI/scientific-agent-skills48k1 repo~3.9kAutomated safety check: NotesMIT2 days ago
18

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/ai-labs-claude-skills454—~2.7kAutomated safety check: PassMIT11 mo ago
19

Creates and customizes scientific plots with Matplotlib. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills48k1 repo~4.2kAutomated safety check: NotesMIT2 days ago
20

Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pair plots, and heatmaps.

K-Dense-AI/scientific-agent-skills48k1 repo~3.4kAutomated safety check: NotesBSD-3-Clause2 days ago
21

Create effective data visualizations with Python (matplotlib, seaborn, plotly).

w95/awesome-claude-corporate-skills2352 repos~2.8kAutomated safety check: PassMIT7 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/AREX-Skill328—~1.4kAutomated safety check: PassMIT1 mo ago
23

Creates effective data visualizations using various libraries and tools, with focus on clarity and insight communication.

ynulihao/AgentSkillOS617—~2.1kAutomated safety check: NotesNo licence7 mo ago
24

Translate a Beamer .tex lecture to a Quarto RevealJS .qmd mirror.

pedrohcgs/claude-code-my-workflow1.6k—~723Automated safety check: PassMIT9 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/bioSkills1.2k2 repos~2.9kAutomated safety check: PassMIT1 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/bioSkills1.2k2 repos~2.9kAutomated safety check: PassMIT1 mo ago
27

Scientific visualization workflow guide for publication-ready static figures with seaborn or matplotlib and interactive figures with Plotly.

DrugClaw/DrugClaw125—~681Automated safety check: PassApache-2.06 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/AgentSkillOS617—~2.1kAutomated safety check: PassNo licence7 mo ago
29

A low-level plotting library for comprehensive customization.

aipoch/medical-research-skills2k—~3.8kAutomated safety check: PassMIT20 days ago
30

Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL.

brycewang-stanford/Auto-Empirical-Research-Skills4.5k—~3.5kAutomated safety check: PassUnknown2 days ago
31

Plotly interactive visualization. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

brycewang-stanford/Auto-Empirical-Research-Skills4.5k—~1.9kAutomated safety check: PassUnknown2 days ago
32

plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

brycewang-stanford/Auto-Empirical-Research-Skills4.5k—~1.5kAutomated safety check: PassUnknown2 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/ibook-skills105—~11kAutomated safety check: PassNo licence2 days ago
34

Interactive visualization library for Python. An agent skill from aipoch/medical-research-skills.

aipoch/medical-research-skills2k—~2.7kAutomated safety check: PassMIT20 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/claude-code-skills1.4k—~9kAutomated safety check: PassMITtoday
36

Interactive scientific visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills3701 repo~8.2kAutomated safety check: PassMIT8 days ago
37

Maintain the Open-FDD React product SPA (frontend/web → openfdd-web).

bbartling/open-fdd172—~1.9kAutomated safety check: PassUnknowntoday
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/SciAgent-Skills3701 repo~4kAutomated safety check: PassUnknown8 days ago
39

Interactive visualization with Plotly. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills3701 repo~4.5kAutomated safety check: PassMIT8 days ago
40

Visualization type selection matrix by data type and analysis purpose, matplotlib/seaborn/plotly implementation pattern guide.

revfactory/harness-1001.3k—~1.3kAutomated safety check: PassApache-2.06 mo ago
41

Interactive data visualization with Plotly, ECharts, and D3. An agent skill from wentorai/research-plugins.

wentorai/research-plugins2981 repo~2.1kAutomated safety check: PassMIT3 mo ago
42

Guide to Plotly.py for interactive scientific visualizations in Python

wentorai/research-plugins2981 repo~1.9kAutomated safety check: PassMIT3 mo ago
43

Publication-quality data visualization with matplotlib, seaborn, and plotly

wentorai/research-plugins2981 repo~1.8kAutomated safety check: PassMIT3 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/armory327—~2.5kAutomated safety check: PassMITyesterday
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/AREX-Skill328—~1.6kAutomated safety check: PassMIT1 mo ago
46

Create clear, effective charts and dashboards from structured data using matplotlib, seaborn, and plotly.

seb1n/awesome-ai-agent-skills206—~2kAutomated safety check: PassMIT1 mo ago
47

Translate Beamer LaTeX to Quarto RevealJS. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

brycewang-stanford/Auto-Empirical-Research-Skills4.5k—~542Automated safety check: NotesUnknown2 days ago
48

14 data visualization skills. An agent skill from wentorai/research-plugins.

wentorai/research-plugins2981 repo~575Automated safety check: PassMIT3 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.