Kill AI Slop
yetone/kill-ai-slop
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project.
Create a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering.
$ npx skills add nirholas/three.ws --skill dither-background -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nirholas/three.ws dither-background --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .claude/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .claude/skills/dither-background && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .claude/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-backgroundType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nirholas/three.ws --skill dither-background -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nirholas/three.ws dither-background --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .agents/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .agents/skills/dither-background && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .agents/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nirholas/three.ws --skill dither-background -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nirholas/three.ws dither-background --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .cursor/skills/dither-background && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .cursor/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nirholas/three.ws.git --path third_party/designcode-agent-skills/agent-skills/web-design/dither-background--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nirholas/three.ws --skill dither-background -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nirholas/three.ws dither-background --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .gemini/skills/dither-background && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .gemini/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nirholas/three.ws dither-backgroundInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nirholas/three.ws --skill dither-background -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .github/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .github/skills/dither-background && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .github/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nirholas/three.ws --skill dither-background -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nirholas/three.ws dither-background --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nirholas/three.ws.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/third_party/designcode-agent-skills/agent-skills/web-design/dither-background .opencode/skills/dither-background && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "dither-background" agent skill from https://github.com/nirholas/three.ws/tree/main/third_party/designcode-agent-skills/agent-skills/web-design/dither-background into .opencode/skills/dither-background/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dither-background", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
dither-backgroundCreate a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering.
Dither Background is an agent skill from nirholas/three.ws. Create a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering. Use when a page needs an atmospheric near-black dither field, broad organic waves or cloud masses, and restrained gray-white highlights behind framed UI, hero content, or data overlays.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files (for example `demo/PROMPT.md` and `demo/source.json`).
It sits in Frontend & Design, covering Physical and earth sciences. The repository describes itself as: Open-source platform for 3D AI agents. Turn text or a photo into a rigged, animated GLB avatar, give it an LLM brain, memory and a wallet, and embed it anywhere with one web… The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 238ef60. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are html, css and javascript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Dither Background loads about 1.7k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 307 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from nirholas/three.ws at commit 238ef60, republished under its Apache-2.0 licence (© nirholas). 307 words, ~1,731 tokens.
.claude/skills/dither-background/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.<canvas class="dither-background" data-dither-background></canvas>.dither-background {
position: fixed;
inset: 0;
z-index: 0;
width: 100vw;
height: 100vh;
background: #030303;
pointer-events: none;
}
.page-content {
position: relative;
z-index: 1;
}Use a real canvas when motion or procedural depth is needed.
const BAYER_4X4 = [
0, 8, 2, 10,
12, 4, 14, 6,
3, 11, 1, 9,
15, 7, 13, 5,
].map((value) => (value + 0.5) / 16);
function smoothstep(edge0, edge1, value) {
const t = Math.max(0, Math.min(1, (value - edge0) / (edge1 - edge0)));
return t * t * (3 - 2 * t);
}
function noise2(x, y) {
const value = Math.sin(x * 127.1 + y * 311.7) * 43758.5453123;
return value - Math.floor(value);
}
function valueNoise(x, y) {
const ix = Math.floor(x);
const iy = Math.floor(y);
const fx = x - ix;
const fy = y - iy;
const ux = fx * fx * (3 - 2 * fx);
const uy = fy * fy * (3 - 2 * fy);
const a = noise2(ix, iy);
const b = noise2(ix + 1, iy);
const c = noise2(ix, iy + 1);
const d = noise2(ix + 1, iy + 1);
return (
a * (1 - ux) * (1 - uy) +
b * ux * (1 - uy) +
c * (1 - ux) * uy +
d * ux * uy
);
}
function fbm(x, y) {
let value = 0;
let amplitude = 0.5;
let frequency = 1;
for (let octave = 0; octave < 4; octave++) {
value += valueNoise(x * frequency, y * frequency) * amplitude;
frequency *= 2.02;
amplitude *= 0.5;
}
return value;
}
function initDitherBackground(canvas, options = {}) {
if (!canvas) return () => {};
const ctx = canvas.getContext("2d", { alpha: false });
if (!ctx) return () => {};
const reduceMotion = window.matchMedia("(prefers-reduced-motion: reduce)").matches;
const cell = options.cellSize || 7;
const maxDpr = options.maxDpr || 1.5;
let width = 1;
let height = 1;
let cols = 1;
let rows = 1;
let rafId = 0;
const palette = options.palette || [
[3, 3, 3],
[16, 16, 17],
[34, 35, 37],
[74, 75, 78],
[168, 169, 171],
[236, 236, 232],
];
function resize() {
const dpr = Math.min(window.devicePixelRatio || 1, maxDpr);
width = Math.max(1, window.innerWidth);
height = Math.max(1, window.innerHeight);
canvas.width = Math.floor(width * dpr);
canvas.height = Math.floor(height * dpr);
canvas.style.width = `${width}px`;
canvas.style.height = `${height}px`;
ctx.setTransform(dpr, 0, 0, dpr, 0, 0);
cols = Math.ceil(width / cell);
rows = Math.ceil(height / cell);
}
function sampleField(x, y, time) {
const nx = (x / cols - 0.5) * 2;
const ny = (y / rows - 0.5) * 2;
const distance = Math.sqrt(nx * nx * 0.84 + ny * ny * 1.28);
const vignette = 1 - smoothstep(0.18, 1.15, distance);
const drift = reduceMotion ? 0 : time * 0.018;
const wave =
Math.sin(nx * 2.8 + ny * 1.2 + drift) * 0.18 +
Math.sin(nx * -1.4 + ny * 3.8 - drift * 0.8) * 0.14;
const cloud = fbm(nx * 1.35 + drift * 0.16, ny * 1.35 - drift * 0.08);
const ridge = smoothstep(0.48, 0.92, cloud + wave);
const offAxisMass = smoothstep(0.98, 0.18, Math.hypot(nx + 0.22, ny - 0.08));
return Math.max(0, Math.min(1, ridge * vignette * 0.92 + offAxisMass * 0.18));
}
function render(time = 0) {
const seconds = time * 0.001;
ctx.fillStyle = "rgb(3,3,3)";
ctx.fillRect(0, 0, width, height);
for (let y = 0; y < rows; y++) {
for (let x = 0; x < cols; x++) {
const threshold = BAYER_4X4[(y % 4) * 4 + (x % 4)];
const brightness = sampleField(x, y, seconds);
const stepped = Math.floor(Math.max(0, Math.min(0.999, brightness + threshold * 0.18)) * palette.length);
const color = palette[Math.min(palette.length - 1, stepped)];
ctx.fillStyle = `rgb(${color[0]},${color[1]},${color[2]})`;
ctx.fillRect(x * cell, y * cell, cell, cell);
}
}
if (!reduceMotion) rafId = requestAnimationFrame(render);
}
function handleResize() {
cancelAnimationFrame(rafId);
resize();
render();
}
resize();
render();
window.addEventListener("resize", handleResize);
return () => {
cancelAnimationFrame(rafId);
window.removeEventListener("resize", handleResize);
};
}
const cleanupDither = initDitherBackground(
document.querySelector("[data-dither-background]"),
{
cellSize: 7,
maxDpr: 1.5,
}
);5px-10px; larger cells make the Bayer matrix more legible.wave, cloud, ridge, and offAxisMass to create broad masses.cellSize or cap maxDpr before simplifying the field.pointer-events: none.© nirholas, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files in third_party/designcode-agent-skills/agent-skills/web-design/dither-background of nirholas/three.ws.
Open the folder on GitHubat commit 238ef60
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in nirholas/three.ws, which our catalogue first saw on October 7, 2026.
Dither Background next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Dither Background this skillnirholas/three.ws | 226 | 1 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Kill AI Slopyetone/kill-ai-slop | 1.3k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Product Proof SaaSboraoztunc/skills | 393 | 2 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Ascii CosmosAli-Marandi/Web-Scraper-Framework | 107 | — | ~2.7k | Automated safety check: Pass | None | |
| Ngeo Writing Stylebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Design for Manufacturing Reviewearthtojake/text-to-cad | 18k | — | ~1.4k | Automated safety check: Pass | MIT |
yetone/kill-ai-slop
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project.
boraoztunc/skills
Create or redesign SaaS and AI product landing pages where a real workflow, interface, or deterministic demo is the central proof.
Ali-Marandi/Web-Scraper-Framework
Generate a single-file product landing page with a layered ASCII cosmos hero (rotating ASCII planet, drifting irregular asteroids, comet trails, nebula gas clouds — each in its own harmonious color)…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when polishing the prose of a Nature Geoscience manuscript for Nature house style, accessibility to non-specialists, precise terminology, and calibrated Earth-science claims.
earthtojake/text-to-cad
Guided DFM review of a part for sheet metal, CNC machining or injection molding, covering bends, tool access, draft and undercuts, with evidence-first measurement rules.
zLanqing/codex-claude-academic-skills
Comprehensive Python library for astronomy and astrophysics.
nirholas/three.ws
Add the Shaders WebGPU mouse effect used for the Tidal Commons hero: a white twinkling halftone cursor trail driven by ChromaFlow, masked through a DotGrid, finished with chromatic ripples and film…
nirholas/three.ws
Package a finished local project into an intentional GitHub repository, create a strong README and visual preview, push it safely, configure a public GitHub Pages URL when the project is compatible…
nirholas/three.ws
Audit a website or digital experience against its supplied source references for originality and plagiarism risk.
nirholas/three.ws
Turn a completed daily UI inspiration capture into exactly five original landing-page builds, one per separate Codex task, using Sites.
nirholas/three.ws
Write, rewrite, review, or continuously refine X/Twitter posts in Meng To's current voice using his deduplicated authored-post corpus, personal and product context, shared resources, and Content…
nirholas/three.ws
Create polished 60 fps 4:3 4K browser screen-recording style videos from Codex in-app browser captures, with browser-only crop, natural macOS cursor styling, deliberate click choreography…
Categories
Create a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering. ws. Create a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering.
Dither Background fits situations like: A page needs an atmospheric near-black dither field; broad organic waves; restrained gray-white highlights behind framed UI.
Run `npx skills add nirholas/three.ws --skill dither-background -a claude-code`. Or copy the skill folder (third_party/designcode-agent-skills/agent-skills/web-design/dither-background in nirholas/three.ws) into .claude/skills/dither-background in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nirholas/three.ws --skill dither-background -a codex`. Or copy the skill folder (third_party/designcode-agent-skills/agent-skills/web-design/dither-background in nirholas/three.ws) into .agents/skills/dither-background in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nirholas/three.ws --skill dither-background -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dither-background, .gemini/skills/dither-background, .github/skills/dither-background and .opencode/skills/dither-background in your project.
SKILL.md names no scripts, command-line tools or credentials: Dither Background is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Dither Background is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Dither Background: Kill AI Slop (yetone/kill-ai-slop, 1.3k stars), Product Proof SaaS (boraoztunc/skills, 393 stars), Ascii Cosmos (Ali-Marandi/Web-Scraper-Framework, 107 stars) and Ngeo Writing Style (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nirholas (a GitHub user) maintains it in nirholas/three.ws, which has 226 GitHub stars. The repository holds 165 skills in this directory. The repository was last updated on October 7, 2026.
Source: nirholas/three.ws on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.