它系统性地记录了 AI 辅助开发中一种普遍但常被忽视的美学问题，既提供了参考手册，也提供了自动化修复工具，并且本身作为其批判对象的反例而构建。
Vibe-coded products are ugly in the same specific way: indigo gradients, glowing cards, emoji everywhere, a mascot in every corner, ALL-CAPS stat-cards. It's what a machine reaches for when it has no taste but wants to look impressive, and it's so common you've stopped seeing it.
Kill AI Slop is two things:
kill-ai-slop, which turns that catalogue into action:
it scans a web project for the code-level signals of each tell, explains why
each reads as machine-made, and proposes (or applies) the clean fix.Every tell is one you can find in real, shipped products, not a strawman. Each entry rebuilds the tell in plain HTML so you can see the machine-default and the clean fix side by side.
website/ Astro site, the field guide (multilingual, static, zero-JS-by-default)
skill/ the kill-ai-slop Agent Skill (SKILL.md + references + scanner)
Live at killaislop.com. To run it locally:
cd website
npm install
npm run dev # http://localhost:4321
npm run build # → dist/ (static, deploy anywhere)
Design system: paper + ink, one editorial red used like a proofreader's pen,
hierarchy from scale and space, hairline rules, no gradients / emoji / glass /
badges. See website/src/styles/tokens.css for the rules it holds itself to,
and website/src/data/catalogue.ts for the taxonomy (the single source of truth
shared with the skill).
Run the following command and follow the prompt to install it to your favorite coding agents:
npx skills add yetone/kill-ai-slop
Install it without touching a single file: paste this to your coding agent (Claude Code, Cursor, etc.) and it fetches the skill and drops it into its own skills directory for you.
Install the kill-ai-slop skill from
https://github.com/yetone/kill-ai-slop/tree/main/skill
Copy everything in that directory into a kill-ai-slop/ folder
inside your agent's skills directory, then co
A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out. https://killaislop.com
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