beautiful-data-viz SKILL.md skillA
beautiful-data-viz from fmschulz/omics-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fmschulz/omics-skills/beautiful-data-viz@git:20261001.06f977aPins git:20261001.06f977a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fmschulz/omics-skills
- Path
skills/beautiful-data-viz/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261001.06f977a, committed Oct 1, 2026
- First version recorded
- Jun 3, 2026
- Size
- 6,789 bytes
- Repository stars
- 11
- License
- MIT
Shared design rules for every plot, figure, chart, dashboard or data visual (matplotlib, seaborn, ggplot2, Plotly, HTML/SVG). Greyscale first, color only to encode information, colorblind-safe, publication-ready export. Use when making, restyling or reviewing any chart or figure.
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
# Beautiful Data Viz The pack's shared rules for any data visual, whatever the library or medium. Show the data, remove decoration, label directly, and add only the context the reader needs. Other skills that draw figures (`/plotly-dashboard-skill`, `/notebooks`, the `bio-*` reporting skills) follow these rules and add only what their medium needs. ## Instructions 1. **Greyscale first.** Draw every mark in neutral greys by default. Add color only when it encodes information: - a category the reader must tell apart, - the one highlighted finding (one accent color; everything else stays grey), - an ordered or signed quantity (sequential or diverging scale). Use colorblind-safe colors, never make color the only encoding (add position, shape, line style, or a direct label), and keep the figure readable in greyscale print. When color is warranted, pick it from [references/palettes.md](references/palettes.md). 2. Clarify the message, comparison context, audience, and medium (notebook, paper, slides, web). One or two values read better as a sentence; a short lookup list reads better as a table. …
Read the whole file at its exact version.
How to install
mdr add fmschulz/omics-skills/beautiful-data-viz@sha256:9d0feb76029f100cThe line at the top of this page pins the label git:20261001.06f977a, 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_7n6at7bmvkdnqvvv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 3, 2026 and Oct 1, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261001.06f977a latest | 2026-10-01 | 06f977a | 6,789 B | A | view · diff |
| git:20260905.3e49039 | 2026-09-05 | 3e49039 | 6,191 B | A | view · diff |
| git:20260712.3675171 | 2026-07-12 | 3675171 | 6,032 B | A | view · diff |
| git:20260711.5ae6f6f | 2026-07-11 | 5ae6f6f | 5,672 B | A | view · diff |
| git:20260629.e472910 | 2026-06-29 | e472910 | 5,351 B | A | view · diff |
| git:20260603.e5983f6 | 2026-06-03 | e5983f6 | 4,856 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 (6789 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
fmschulz/omics-skills · 11 stars · license MIT · pushed 2026-10-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7n6at7bmvkdnqvvv GET https://markdownregistry.com/api/v1/resolve?ref=fmschulz/omics-skills/beautiful-data-viz GET https://markdownregistry.com/api/v1/blob/9d0feb76029f100c8d21df9e291919cee00b6d2af7a8befb6c0fcce1464bb372
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.