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Visualization Best Practices — measured AI agent skill | DecimalAI

foryourhealth111-pixel/visualization-best-practices

SkillScore100Maintained

Review chart choice, labeling, accessibility, and storytelling quality for existing visualizations. Use as an explicit/manual helper for critique and cleanup, not as the main owner for scientific figure production or general chart generation.

design-mediaby foryourhealth111-pixel

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Data Analyst pack

decimalai skills pull foryourhealth111-pixel-visualization-best-practices

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/foryourhealth111-pixel-visualization-best-practices/SKILL.md

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +5% lift-1% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	-8%	0%
case-02	✓→✓	＝ Same ✓	-47%	0%
case-01	✓→✓	＝ Same ✓	49%	0%
case-03	✓→✓	＝ Same ✓	-3%	0%
case-04	✓→✓	＝ Same ✓	-15%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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/visualization-best-practices/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Visualization Best Practices

Positioning

Treat this skill as an explicit/manual review helper.

When to Use

Use this skill when:

Reviewing whether an existing chart communicates clearly
Fixing labels, legends, scales, color choices, or accessibility issues
Deciding how to simplify a crowded dashboard or figure draft

Not For / Boundaries

Creating the chart from raw data: use creating-data-visualizations
Journal-ready, multi-panel, publication submission figures: use scientific-visualization
Schematics, flowcharts, or mechanism diagrams: use scientific-schematics

Typical Outputs

Critique of the current visualization problems
Concrete fixes for encodings, layout, and readability
A short checklist for accessibility and audience fit

Related Skills

creating-data-visualizations for general chart production
scientific-visualization when the figure must meet publication standards

Want to see if foryourhealth111-pixel/visualization-best-practices would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.