data-visualization SKILL.md skillA
data-visualization from kyegomez/swarms is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kyegomez/swarms/data-visualization@git:20260707.2e41657Pins git:20260707.2e41657 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kyegomez/swarms
- Path
examples/single_agent/capabilities/skills/data-visualization/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260707.2e41657, committed Jul 7, 2026
- Size
- 3,232 bytes
- Repository stars
- 7,335
- License
- Apache-2.0
Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights.
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 Skill When creating data visualizations, follow these principles to ensure clear and effective communication: ## Core Principles ### 1. Choose the Right Chart Type - **Line Charts**: Trends over time, continuous data - **Bar Charts**: Comparing categories, discrete data - **Scatter Plots**: Relationships between variables, correlations - **Pie Charts**: Parts of a whole (use sparingly, max 5-6 segments) - **Heatmaps**: Patterns in large datasets, correlations - **Box Plots**: Distribution statistics, outlier detection ### 2. Design Guidelines **Clarity** - Use clear, descriptive titles and labels - Include units of measurement - Add a legend when multiple series are present - Ensure adequate contrast and readability **Accuracy** - Start y-axis at zero for bar charts (unless good reason) - Use consistent scales across related charts - Avoid distorting data through inappropriate scaling - Label data points when precision matters **Simplicity** - Remove chart junk and unnecessary decorations - Use color purposefully, not decoratively - Limit the number of colors (5-7 max) - Ensure accessibility (colorblind-friendly palettes) ### 3. Color Best Practices …
Read the whole file at its exact version.
How to install
mdr add kyegomez/swarms/data-visualization@sha256:fb84bbe436855e9dThe line at the top of this page pins the label git:20260707.2e41657, 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_kkhya637fyg5zn27)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 7, 2026.
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 (3232 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
kyegomez/swarms · 7,335 stars · license Apache-2.0 · pushed 2026-10-31 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_kkhya637fyg5zn27 GET https://markdownregistry.com/api/v1/resolve?ref=kyegomez/swarms/data-visualization GET https://markdownregistry.com/api/v1/blob/fb84bbe436855e9dce8ba7c389cb131a00ae2063e5f58ca359996f8c690d9189
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.