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 skills add curiositech/some_claude_skills --skill 2000s-visualization-expertgit clone --depth 1 https://github.com/curiositech/some_claude_skillsWrote 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/curiositech/some_claude_skills/2000s-visualization-expert)<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>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<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>- NVIDIA SkillSpector pass
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 5.1 | $0.00122 | $0.01529 |
| Opus 5 | $0.00061 | $0.00764 |
| Sonnet 5 | $0.00024 | $0.00306 |
| Haiku 4.5 | $0.00012 | $0.00153 |
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.
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);
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.
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.
- 9d ago First seen · 172 lines · 122 tokens per session scan A aeb762c29a62
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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