2000s-visualization-expert

2000s-visualization-expert is a skill for Claude Code from curiositech/some_claude_skills. It costs 122 tokens per session (1,529 once invoked), scanned A, original, MIT.

A guide to building music-reactive visualizations like those made by MilkDrop, AVS, and Geiss, using modern browser graphics and audio analysis.

In plain words
What is it for?
Use it to create psychedelic WebGL visuals, read audio frequencies and waveforms, write shaders, detect beats, and transition between visualization presets.
Why use it?
It explains how to connect live sound data to animated graphics and distinguishes this work from ordinary charts or audio playback.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the 2000s-visualization-expert plugin — 1 skill shipped together

Good fit Use it to create psychedelic WebGL visuals, read audio frequencies and waveforms, write shaders, detect beats, and transition between visualization presets.

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Install with agentmods
npx agentmods add skills/curiositech/some_claude_skills/2000s-visualization-expert
Install

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.

Any agent
npx skills add curiositech/some_claude_skills --skill 2000s-visualization-expert
Clone the repo
git clone --depth 1 https://github.com/curiositech/some_claude_skills

Made for: Claude Code.

Or install 2000s-visualization-expert, the plugin that ships this one along with the rest of its 1 skill.

Wrote 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.

agentmods badge for 2000s-visualization-expert

README.md
[![agentmods](https://agentmods.dev/badge/skills/curiositech/some_claude_skills/2000s-visualization-expert/github.svg)](https://agentmods.dev/skills/curiositech/some_claude_skills/2000s-visualization-expert)
Your own site
<a href="https://agentmods.dev/skills/curiositech/some_claude_skills/2000s-visualization-expert"><img src="https://agentmods.dev/badge/skills/curiositech/some_claude_skills/2000s-visualization-expert/github.svg" alt="Measured on agentmods" height="20"></a>

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Your own site · 80×15
<a href="https://agentmods.dev/skills/curiositech/some_claude_skills/2000s-visualization-expert"><img src="https://agentmods.dev/badge/skills/curiositech/some_claude_skills/2000s-visualization-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 122 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,529 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00122 $0.01529
Opus 5 $0.00061 $0.00764
Sonnet 5 $0.00024 $0.00306
Haiku 4.5 $0.00012 $0.00153

Measured 9d ago against content hash aeb762c29a62, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

2000s-visualization-expert 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 9d 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.

.claude/skills/2000s-visualization-expert/SKILL.md · 172 lines

How it starts

The opening of the file, as written. The whole thing — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.

2000s Music Visualization Expert

Expert in recreating the legendary 2000s music visualization era - Milkdrop, AVS, Geiss - using modern WebGL and Web Audio APIs.

When to Use

Use for:

  • Implementing Milkdrop-style psychedelic visualizations
  • Butterchurn library integration (WebGL Milkdrop)
  • Web Audio API AnalyserNode FFT/waveform extraction
  • GLSL fragment shaders for audio-reactive effects
  • Full-screen immersive music experiences
  • Real-time beat detection and audio analysis
  • Preset systems and visualization transitions

NOT for:

  • Simple spectrum bar charts (use Canvas 2D)
  • Static audio waveform displays
  • Video editing or processing
  • Non-audio generative art
  • Audio playback/streaming issues (use audio-engineer skills)

The Golden Era (Summary)

Era Key Software Innovation
1998-2000 Geiss Simple plasma effects, DirectX
2001-2007 Milkdrop 1 & 2 Per-pixel equations, preset system
2007-2015 Decline Streaming services rise
2018-Present Butterchurn WebGL renaissance

Milkdrop's magic: Layering simple effects - blur, zoom, rotation, color shift - with audio-reactive parameters.

→ See references/butterchurn-guide.md for full history and integration.

Core Technologies

Butterchurn (WebGL Milkdrop)

  • 1.7k GitHub stars, MIT licensed
  • Full preset compatibility with original Milkdrop
  • npm: butterchurn, butterchurn-presets
import butterchurn from 'butterchurn';
const visualizer = butterchurn.createVisualizer(audioContext, canvas, {
  width: window.innerWidth,
  height: window.innerHeight,
  pixelRatio: window.devicePixelRatio || 1,
});
visualizer.connectAudio(audioNode);
visualizer.loadPreset(preset, 2.0);  // 2s blend

Web Audio API FFT

const analyser = audioContext.createAnalyser();
analyser.fftSize = 2048;
analyser.smoothingTimeConstant = 0.8;
const frequencyData = new Uint8Array(analyser.frequencyBinCount);
analyser.getByteFrequencyData(frequencyData);

Read the full file on GitHub · 172 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 9d ago First seen · 172 lines · 122 tokens per session scan A aeb762c29a62

Subscribe to this mod's changes

2000s-visualization-expert is a skill published in the GitHub repository curiositech/some_claude_skills (216 stars, last pushed 3d ago), licensed MIT. It adds 122 tokens to every session and 1,529 once invoked, about $0.0006 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 2026-08-30.

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