creating-data-visualizations

creating-data-visualizations is a skill for Claude Code from foryourhealth111-pixel/Vibe-Skills. It costs 45 tokens per session (342 once invoked), scanned A, original, Apache-2.0.

Guidance for creating everyday analytical charts from existing structured data, such as bar charts, line charts, scatter plots, distributions, and small dashboards. It focuses on choosing a chart that makes comparisons or patterns easy to see.

In plain words
What is it for?
Use it to plot trends, compare groups, explore relationships, show distributions, or turn CSV data and dashboard results into charts.
Why use it?
It helps turn tables or query results into visuals without choosing a misleading or unsuitable chart type. It also defines when more specialized scientific-figure guidance is needed.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to plot trends, compare groups, explore relationships, show distributions, or turn CSV data and dashboard results into charts.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations
About the project

Vibe-Skills is a collection and routing system that helps AI agents discover, select, and coordinate specialized skills for completing tasks. It is intended for agents that need to organize workflows across many installed capabilities. The catalogue entries are skills and an agent belonging to this system.

foryourhealth111-pixel/Vibe-Skills · 3,252 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add foryourhealth111-pixel/Vibe-Skills --skill creating-data-visualizations
Clone the repo
git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for creating-data-visualizations

README.md
[![agentmods](https://agentmods.dev/badge/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations/github.svg)](https://agentmods.dev/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations)
Your own site
<a href="https://agentmods.dev/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations"><img src="https://agentmods.dev/badge/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for creating-data-visualizations

Your own site · 80×15
<a href="https://agentmods.dev/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations"><img src="https://agentmods.dev/badge/skills/foryourhealth111-pixel/vibe-skills/creating-data-visualizations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 342 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00045 $0.00342
Opus 5 $0.00023 $0.00171
Sonnet 5 $0.00009 $0.00068
Haiku 4.5 $0.00005 $0.00034

Measured 12d ago against content hash 2c01c526fb11, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

creating-data-visualizations scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/chart_generator.py, scripts/data_analyzer.py, scripts/data_validator.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

bundled/skills/creating-data-visualizations/SKILL.md · 41 lines

What it actually says

Data Visualization Creator

Use this skill when the user needs a chart from data that already exists.

Overview

This skill focuses on everyday analytical visualization choices: bars, lines, scatters, distributions, comparisons, and simple dashboards.

When to Use This Skill

  • Plotting trends, distributions, comparisons, or correlations from structured data
  • Turning query output or CSV tables into charts for analysis or slides
  • Choosing a sensible chart type and axis treatment for a non-specialist audience

Not For / Boundaries

  • Journal-ready figures, multi-panel publication layouts, TIFF/600dpi exports: use scientific-visualization
  • Structural diagrams, flowcharts, and mechanism illustrations: use scientific-schematics or markdown-mermaid-writing
  • Full research-report ownership: use scientific-reporting

Integration

  • Pair with exploratory-data-analysis before plotting questionable data
  • Hand off to scientific-visualization if the chart must meet publication standards

Example Requests

  • "Plot monthly conversion rate with a confidence band"
  • "Make a scatter plot of latency vs throughput"
  • "Turn this CSV summary into a small dashboard"
Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 41 lines · 45 tokens per session scan A 2c01c526fb11

Subscribe to this mod's changes

creating-data-visualizations is a skill published in the GitHub repository foryourhealth111-pixel/Vibe-Skills (3,252 stars, last pushed 11d ago), licensed Apache-2.0. It adds 45 tokens to every session and 342 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.