Worker Visualizer Skill
SkillDocs & knowledgeLets your agent build a single-file web page that visualizes data or simulations at 60fps using a background worker.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Worker Visualizer Skill skill
About this capability
A real-time data/particle/simulation visualizer whose heavy compute runs in a Web Worker (off the main thread), optionally sharing memory with the UI via SharedArrayBuffer, and renders to a canvas at 60fps. Produced as a single self-contained `index.html`. Use when the brief asks for a "web worker",
What this skill tells your AI
The instructions your AI receives, as published by nexu-io/open-design in design-templates/worker-visualizer/SKILL.md and read by ahel’s review.
Produce a single self-contained index.html that moves heavy per-frame compute into a Web Worker and renders the result to a canvas, keeping the main thread at a smooth 60fps.
Why this is a powered artifact
OpenDesign detects new Worker( / SharedArrayBuffer / OffscreenCanvas and renders this file in powered preview — a cross-origin-isolated iframe with allow-same-origin. That means external and blob Web Workers construct successfully, SharedArrayBuffer is defined (crossOriginIsolated === true), and importScripts works. In the old opaque sandbox all three failed; here they just work.
Resource map
worker-visualizer/
├── SKILL.md ← you're reading this
└── example.html ← a working 12k-particle SharedArrayBuffer sim (READ FIRST)
Workflow
Step 0 — Read the reference
Read example.html. Note the split: the worker integrates positions each tick; the main thread only reads + draws. It feature-detects crossOriginIsolated and uses a SharedArrayBuffer for zero-copy when available, falling back to a transferable postMessage copy otherwise. Always ship that fallback so the artifact still animates if isolation is off.
Step 1 — Choose the workload
Pick ONE compute-bound job worth offloading:
- Particle / N-body field (default): thousands of bodies with a cheap force law.
- Fractal: Mandelbrot/Julia escape-time into an
ImageDatabuffer. - Cellular automata / reaction-diffusion: grid updated in the worker.
- Data/audio visualizer: transform a stream into bars/rings each frame.
Step 2 — Build index.html
- One file, zero external requests. Build the worker from a
Blob+URL.createObjectURL(inline its source), or embed it as adata:URL. - Prefer SharedArrayBuffer for large per-frame state: allocate on the main thread, pass the
SharedArrayBufferto the worker, and read the sameFloat32Array/Uint8ClampedArrayview while drawing. Guard ontypeof SharedArrayBuffer !== 'undefined' && crossOriginIsolated. - Fallback path: if not isolated,
postMessagea transferableArrayBuffereach frame. - Consider
OffscreenCanvas+canvas.transferControlToOffscreen()to render inside the worker for the heaviest scenes.
Step 3 — Overlay + brand
- HUD with the title and 2–3 live stat tiles (particle count, transport mode, fps). Map accent color to the active DESIGN.md when present; otherwise a dark ground with one vivid accent.
Step 4 — Self-review (P0)
- Worker constructs with no SecurityError; sim runs.
- Main-thread render holds ~60fps under the full workload.
-
SharedArrayBufferpath engages whencrossOriginIsolatedis true;postMessagefallback engages otherwise — verify BOTH branches degrade cleanly. - No unbounded growth: velocities/positions stay stable over minutes.
- The "Transport" stat truthfully reports which path is live.
Signals
- GitHub stars
- 95k
- Forks
- 11k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
worker-visualizer- Source
- github.com/nexu-io/open-design