Kill AI Slop is a two-part project: a multilingual field guide website cataloging AI-generated product tells, and an Agent Skill (kill-ai-slop) that scans projects and proposes or applies fixes. The repository hosts website and skill components with install and run instructions.
What it is
Kill AI Slop provides a multilingual field guide cataloging 33 AI-slop tells in a website, plus an Agent Skill that scans a project, explains why signals read as machine-made, and proposes or applies fixes. The site is built as a rebuttal to the catalogued tells and the skill converts the catalogue into actionable remediation.
How it works
The project comprises two parts:
- A website (website/) described as Astro site, static by default, multilingual, zero-JS-by-default. The field guide entries pair a before→after demo illustrating clean fixes.
- A skill (skill/) that includes SKILL.md, references, and a scanner. The scanner analyzes a web project, reports grouped findings, and can apply fixes via an Agent Skill workflow.
The catalog taxonomy is stored in website/src/data/catalogue.ts and the design system rules live in website/src/styles/tokens.css.
Getting started
To run the website locally:
cd website
npm install
npm run dev # http://localhost:4321
npm run build # → dist/ (static, deploy anywhere)
To install the skill universally:
npx skills add yetone/kill-ai-slop
Manual installation steps are provided to drop the skill into an agent’s skills directory, and instructions to run the scanner directly:
node skill/scripts/scan.mjs path/to/project # grouped report
node skill/scripts/scan.mjs path/to/project --json # machine-readable
Recent releases
RELEASES (latest 0):
- none
Traction
The repository shows 550 stars and 22 forks. Open issues: 1. Language: TypeScript. License: none listed. Created: 2026-07-10. Last push: 2026-07-14.
Behind the repo
Not provided in the README.
Caveats
License information: Apache-2.0 is listed for the scanner. The README mentions that the license is shown as Apache-2.0, but the repo metadata shows license: none listed. Age: created 2026-07-10, last_push 2026-07-14. The site is described as using an Astro-based setup; the website is static with zero-JS-by-default behavior.