Matplotlib
zLanqing/codex-claude-academic-skills
Low-level plotting library for full customization. An agent skill from zLanqing/codex-claude-academic-skills.
Agent skill
Creating Data Visualizations
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Generate plots, charts, and graphs from data with automatic visualization type selection.
Install Creating Data Visualizations
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizations --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .claude/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .claude/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizationsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .agents/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .agents/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .cursor/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .cursor/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/creating-data-visualizations--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .gemini/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .gemini/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizationsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .github/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .github/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace creating-data-visualizations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/creating-data-visualizations .opencode/skills/creating-data-visualizations && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "creating-data-visualizations" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/creating-data-visualizations into .opencode/skills/creating-data-visualizations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "creating-data-visualizations", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
creating-data-visualizations- GitHub stars
- 2.8k
- Token cost
- ~820 tokens
- SKILL.md length
- 382 words
- Files
- 5 (incl. scripts, references, assets)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Generate plots, charts, and graphs from data with automatic visualization type selection.
- Works in 3 steps: Data Analysis: Claude analyzes the… → Visualization Selection: Based on the… → Visualization Generation: Claude…
- Requesting visualization
- SKILL.md covers Overview, How It Works, When to Use This Skill and Examples, plus 7 more sections
- Runs Python scripts from its folder
What it does
Creating Data Visualizations is an agent skill from jeremylongshore/tons-of-skills-marketplace. Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "graph". Trigger with phrases like 'generate', 'create', or 'scaffold'.
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts, reference files and assets (for example `assets/README.md`, `references/README.md` and `scripts/README.md`). Compatibility notes: Designed for Claude Code
It sits in Data & Analytics, covering Data visualization. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Requesting visualization
- With phrases like generate
Example prompts
- “visualization”
- “. Trigger with phrases like”
- “create”
- “/creating-data-visualizations”
Requirements
- Python 3
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, Bash(cmd:*)
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Data Analysis: Claude analyzes the provided data to understand its structure, type, and distribution.
- Visualization Selection: Based on the data analysis, Claude selects the most appropriate visualization type (e.g., bar chart, scatter…
- Visualization Generation: Claude generates the visualization using appropriate libraries and best practices for visual clarity and accuracy.
What it can do on your machine
Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepGlobBash(cmd:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Creating Data Visualizations loads about 820 tokens when it runs, and up to ~838 if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 382 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 382 words, ~820 tokens.
Download SKILL.mdSave it as
.claude/skills/creating-data-visualizations/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- creating-data-visualizations
- description
- Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "graph". Trigger with phrases like 'generate', 'create', or 'scaffold'.
- allowed-tools
- Read, Write, Edit, Grep, Glob, Bash(cmd:*)
- compatibility
- Designed for Claude Code
- version
- 1.21.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- ai, data-visualizations
Data Visualization Creator
Generate plots, charts, and graphs from data with automatic visualization type selection based on data characteristics.
Overview
This skill empowers Claude to transform raw data into compelling visual representations. It leverages intelligent automation to select optimal visualization types and generate informative plots, charts, and graphs. This skill helps users understand complex data more easily.
How It Works
- Data Analysis: Claude analyzes the provided data to understand its structure, type, and distribution.
- Visualization Selection: Based on the data analysis, Claude selects the most appropriate visualization type (e.g., bar chart, scatter plot, line graph).
- Visualization Generation: Claude generates the visualization using appropriate libraries and best practices for visual clarity and accuracy.
When to Use This Skill
This skill activates when you need to:
- Create a visual representation of data.
- Generate a specific type of plot, chart, or graph (e.g., "create a bar chart").
- Explore data patterns and relationships through visualization.
Examples
Example 1: Visualizing Sales Data
User request: "Create a bar chart showing sales by region."
The skill will:
- Analyze the sales data, identifying regions and corresponding sales figures.
- Generate a bar chart with regions on the x-axis and sales on the y-axis.
Example 2: Plotting Stock Prices
User request: "Plot the stock price of AAPL over the last year."
The skill will:
- Retrieve historical stock price data for AAPL.
- Generate a line graph showing the stock price over time.
Show full SKILL.md (144 more words)Show less
Best Practices
- Data Clarity: Ensure the data is clean and well-formatted before requesting a visualization.
- Specific Requests: Be specific about the desired visualization type and any relevant data filters.
- Contextual Information: Provide context about the data and the purpose of the visualization.
Integration
This skill can be integrated with other data processing and analysis tools within the Claude Code environment. It can receive data from other skills and provide visualizations for further analysis or reporting.
Prerequisites
- Appropriate file access permissions
- Required dependencies installed
Instructions
- Invoke this skill when the trigger conditions are met
- Provide necessary context and parameters
- Review the generated output
- Apply modifications as needed
Output
The skill produces structured output relevant to the task.
Error Handling
- Invalid input: Prompts for correction
- Missing dependencies: Lists required components
- Permission errors: Suggests remediation steps
Resources
- Project documentation
- Related skills and commands
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (scripts, references, assets) in skills/.curated/creating-data-visualizations of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- assets/README.md
- references/README.md
- scripts/README.md
- scripts/data_analyzer.py
Open the folder on GitHubat commit 80f86df
Compare with similar skills
Creating Data Visualizations next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Creating Data Visualizations this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~820 | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.7k | 17 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Chart Visualizationbytedance/deer-flow | 84k | 2 repos | ~840 | Automated safety check: Pass | MIT | |
| Scientific Visualizationmims-harvard/OptimusKG | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | |
| SeabornzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Plot From DataTrae1ounG/paper-plot-skills | 869 | 1 repos | ~583 | Automated safety check: Pass | None |
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Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG.
Seaborn
zLanqing/codex-claude-academic-skills
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Categories
Questions about Creating Data Visualizations
What does Creating Data Visualizations do?
Generate plots, charts, and graphs from data with automatic visualization type selection. Creating Data Visualizations is an agent skill from jeremylongshore/tons-of-skills-marketplace. Generate plots, charts, and graphs from data with automatic visualization type selection.
When should I use Creating Data Visualizations?
Creating Data Visualizations fits situations like: requesting visualization; with phrases like generate.
How do I install Creating Data Visualizations in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a claude-code`. Or copy the skill folder (skills/.curated/creating-data-visualizations in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/creating-data-visualizations in your project. Claude Code loads it when a task matches its description.
How do I install Creating Data Visualizations in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a codex`. Or copy the skill folder (skills/.curated/creating-data-visualizations in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/creating-data-visualizations in your project. Codex loads it when a task matches its description.
Can I use Creating Data Visualizations in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill creating-data-visualizations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/creating-data-visualizations, .gemini/skills/creating-data-visualizations, .github/skills/creating-data-visualizations and .opencode/skills/creating-data-visualizations in your project.
What does Creating Data Visualizations need to run?
Going by SKILL.md and its folder, Creating Data Visualizations needs Python for the scripts in its folder. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*). Compatibility (from SKILL.md): Designed for Claude Code.
Does Creating Data Visualizations access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Creating Data Visualizations safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Creating Data Visualizations use?
Creating Data Visualizations is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Creating Data Visualizations use?
About 820 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 18 tokens, read only when the agent opens those files.
What are the alternatives to Creating Data Visualizations?
Skills that share tags, products or a category with Creating Data Visualizations: Matplotlib (zLanqing/codex-claude-academic-skills, 4.7k stars), Chart Visualization (bytedance/deer-flow, 84k stars), Scientific Visualization (mims-harvard/OptimusKG, 146 stars) and Seaborn (zLanqing/codex-claude-academic-skills, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Creating Data Visualizations?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.