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Data Visualization Skill · foryourhealth111-pixel | DecimalAI

frontendby foryourhealth111-pixel

Data Visualization Skill

foryourhealth111-pixel/datavis

Source foryourhealth111-pixel/vibe-skills ↗License Apache-2.0

Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG.

SkillScore95Maintained

Automatic

Data Analyst pack

Last verified 8/13/2026

What it changes

Passed 21 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill95%

Checks it passed that the model alone missed

Executes scripts/d3-scaffold.py with --type force-network
Uses scripts/analyze-distribution.py data.csv --column income
Executes scripts/color-palette.py --type diverging --low red --high blue

and 8 more in the full report

10 fixed11 passed either way1 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +28%
Agent turns: 0%
Response time: -30%

Model gemini-3.6-flashMeasured 8/13/2026v121 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/foryourhealth111-pixel-datavis/SKILL.md https://app.decimal.ai/s/foryourhealth111-pixel-datavis/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add foryourhealth111-pixel-datavis, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/foryourhealth111-pixel-datavis/ and pins it in .decimal/skills.lock

decimalai skills add foryourhealth111-pixel-datavis

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/foryourhealth111-pixel-datavis/SKILL.md https://app.decimal.ai/s/foryourhealth111-pixel-datavis/SKILL.md

Raw file: /s/foryourhealth111-pixel-datavis/SKILL.md ↗ · machine-readable summary at /s/foryourhealth111-pixel-datavis.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

I want to quickly set up a repository directory for a force-directed network diagram using a project helper CLI. What command creates this specific template?

What was checked, without and with the skill
Checked	Without skill	With skill
Executes scripts/d3-scaffold.py with --type force-network	Missed	Passed

case-08 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md148 lines4 filesincludes scripts

Data Visualization Skill

Create beautiful, mathematically elegant, emotionally resonant data visualizations.

Philosophy: "Life is Beautiful"

Every visualization should:

Reveal truth through data
Evoke wonder through design
Respect the viewer through accessibility
Honor complexity through elegant simplification

Core Capabilities

1. Visual Encoding

Scale Selection:

Scale	Use When	Example
Linear	Evenly distributed data	Temperature
Log	Multiple orders of magnitude	Population (100 to 1B)
Sqrt	Encoding area (circles)	Bubble chart radius
Time	Temporal data	Dates

Perceptual Honesty - Area scales with square of radius, so use sqrt:

// WRONG: Linear radius exaggerates large values
const badScale = d3.scaleLinear().domain([0, max]).range([0, maxRadius]);

// RIGHT: Sqrt maintains perceptual accuracy
const goodScale = d3.scaleSqrt().domain([0, max]).range([0, maxRadius]);

2. Color Design

Palette Types:

Categorical - Distinct hues for nominal data (max 8)
Sequential - Single hue gradient for ordered data
Diverging - Two hues meeting at meaningful midpoint

Track record

Benchmark

21 / 22

test cases passed, vs 11 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

foryourhealth111-pixel / vibe-skills

bundled/skills/datavis/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 3 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

foryourhealth111-pixel/data-artistCreate beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic.Close match+4 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Data Visualization Skill

Philosophy: "Life is Beautiful"

Core Capabilities

1. Visual Encoding

2. Color Design

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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