Skills

Kill AI Slop

Find and remove AI slop, the generic, machine-default visual and copy tics of...

Install

npx skills add yetone/kill-ai-slop --skill kill-ai-slop -g -a claude-code -y
Repository
yetone/kill-ai-slop1.4k
Category
Design
Updated
2mo ago
License
Apache-2.0
Context cost
Lightabout 1,134 tokens
Runs scripts
Yes, review before use

What it does

Find and remove AI slop, the generic, machine-default visual and copy tics of vibe-coded products, from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look", "make this not look AI-generated", or clean up a landing page / UI / docs that feels templated. Detects and fixes the catalogue of tells: indigo→violet gradients, gradient-clip headlines, the default semantic palette, one-hue status boxes, atmospheric gradients, serif-italic emphasis, highlighted keywords, AI copywriting voice ("not just X, it's Y"), emoji everywhere, glowing status dots, wobbling spinners, colored-left-border callouts, pastel icon tiles, glassmorphism, over-rounding, oversized shadows, borders that die at corners, badge & pill spam, AI-drawn SVG icons, kickers over every heading, flat type hierarchies, invented stat rows, 01/02/03 section markers, cards nested in cards, the default Inter/Space Grotesk look, and more. Works on HTML/CSS, React/Vue/Svelte/Astro, Tailwind, PHP, and Markdown copy.

Kill AI Slop

AI slop is ugly in a specific way: it piles on every possible style and detail without settling on a focus. A gradient, a glow, a mascot, emoji, a wall of glowing cards, every default switched on at once, until every product looks like the same garish template. It reads as "designed" in a thumbnail and falls apart the moment anyone looks. Your job is to strip it back to something a person would actually choose.

The principles, held on every fix you make:

  1. Decide before you decorate. Every visual choice must be explainable.
  2. One accent, one voice.
  3. Hierarchy from scale and space. Coloring words or swapping fonts is a shortcut.
  4. Subtract first. The first move toward not-ugly is removing things.
  5. Specific beats punchy in copy.
  6. Decoration must mean something, icons, badges, callouts are signals.

Workflow

Follow these steps in order. Do not mass-edit before the user has seen the report.

1. Scope

Confirm what to scan. Default to the app/site source (skip node_modules, dist, build, .git, vendor, lockfiles, minified files). Ask if the project mixes several apps.

2. Scan

Run the bundled scanner, which greps the codebase for the code-level signals of each tell and prints grouped file:line hits:

node scripts/scan.mjs <root>          # human-readable report
node scripts/scan.mjs <root> --json   # machine-readable, for triage

It is pure Node (no dependencies) and never edits files. Use its output as a starting map, not gospel, confirm each hit by reading the code.

Read the whole SKILL.md on GitHub

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