Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/bubba2koldd-design/opengenerativeui/advanced-visualizationnpx skills add bubba2koldd-design/OpenGenerativeUI --skill advanced-visualizationgit clone --depth 1 https://github.com/bubba2koldd-design/OpenGenerativeUIWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bubba2koldd-design/opengenerativeui/advanced-visualization)<a href="https://agentmods.dev/skills/bubba2koldd-design/opengenerativeui/advanced-visualization"><img src="https://agentmods.dev/badge/skills/bubba2koldd-design/opengenerativeui/advanced-visualization.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00035 | $0.07467 |
| Opus 5 | $0.00017 | $0.03734 |
| Sonnet 5 | $0.00007 | $0.01493 |
| Haiku 4.5 | $0.00003 | $0.00747 |
Grade A, and why
Advanced Visualization Techniques scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 806 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Visualization Skills — Volume 2: Advanced Techniques
Prerequisite: Volume 1 (SVG diagrams, basic interactive widgets, Chart.js, Mermaid). This volume covers: UI mockups, dashboards, advanced interactivity, generative art, simulations, math visualizations, and the design system that ties everything together.
Part 1: The Design System
Every visual you produce should feel native to the host interface — not like an embedded iframe from somewhere else. These rules apply to ALL output types.
CSS Variables (Auto Light/Dark Mode)
/* Backgrounds */
--color-background-primary /* white in light, near-black in dark */
--color-background-secondary /* surface cards */
--color-background-tertiary /* page background */
--color-background-info /* blue tint */
--color-background-danger /* red tint */
--color-background-success /* green tint */
--color-background-warning /* amber tint */
/* Text */
--color-text-primary /* main text */
--color-text-secondary /* muted / labels */
--color-text-tertiary /* hints / placeholders */
--color-text-info / -danger / -success / -warning
/* Borders */
--color-border-tertiary /* default: 0.15 alpha */
--color-border-secondary /* hover: 0.3 alpha */
--color-border-primary /* active: 0.4 alpha */
/* Typography */
--font-sans /* default body font */
--font-serif /* editorial / blockquote only */
--font-mono /* code */
/* Layout */
--border-radius-md /* 8px - most elements */
--border-radius-lg /* 12px - cards */
--border-radius-xl /* 16px - large containers */
Critical rule: Never hardcode colors like #333 or #fff in HTML.
They break in the opposite mode. Always use CSS variables.
Typography Rules
- h1 = 22px, h2 = 18px, h3 = 16px — all font-weight: 500
- Body = 16px, weight 400, line-height: 1.7
- Only two weights: 400 (regular) and 500 (medium). Never 600 or 700.
- Sentence case everywhere. Never Title Case or ALL CAPS.
- No mid-sentence bolding. Use
code stylefor entity/class/function names. - No font-size below 11px anywhere.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 806 lines · 35 tokens per session scan A 394f39e5e9fc
Advanced Visualization Techniques is a skill published in the GitHub repository bubba2koldd-design/OpenGenerativeUI (2 stars, last pushed 2d ago), licensed MIT. It adds 35 tokens to every session and 7,467 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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