creating-data-visualizations SKILL.md skillA
creating-data-visualizations from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/creating-data-visualizations@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/creating-data-visualizations/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Apr 27, 2026
- First version recorded
- Feb 26, 2026
- Size
- 1,612 bytes
- Repository stars
- 3,758
- License
- Apache-2.0
Create analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for publication-grade scientific figures or AI-generated schematics.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file 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"
Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/creating-data-visualizations@sha256:2c01c526fb11eed7The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_4uvlzmfae6pqqjjr)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 26, 2026 and Apr 27, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-04-27 | 8e5b0d2 | 1,612 B | A | view · diff |
| v1.0.0 | 2026-04-18 | 11fb2de | 1,607 B | A | view · diff |
| v1.0.0 | 2026-02-26 | 1632f40 | 3,146 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1612 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4uvlzmfae6pqqjjr GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/creating-data-visualizations GET https://markdownregistry.com/api/v1/blob/2c01c526fb11eed78e64a23d83a394a3c545741cabaea04620614edeab60bd85
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.