Individual skill
kill-ai-slop
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.
skill/SKILL.md
Source commit f6e2ae32b30443ec7bd0da4da971ee18d8f8ffcb
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,427
- Repository last updated
- Sep 15, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- design Derived category
- writing Derived category
- docs Derived category
- engineering Derived category
- design-interface Derived category
- engineering-web Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 5,104 bytesSKILL.mdcore · 5,674 bytesSKILL.mdcore · 5,674 bytesreferences/detection.mddoc · 20,020 bytesreferences/fixes.mddoc · 15,725 bytesreferences/taxonomy.mddoc · 20,372 bytesscripts/rules.ru.mjsruns · 1,198 bytesscripts/scan.mjsruns · 22,085 bytesscripts/scan.test.mjsruns · 7,595 bytes
Read excerpt
# 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.