# yetone/kill-ai-slop

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

Repository: https://github.com/yetone/kill-ai-slop
Canonical: https://ross.abutalabs.com/products/kill-ai-slop
Language: TypeScript
License: Apache-2.0
License Family: permissive
Last push: 2026-07-26T14:12:11+00:00

## Health v2 (maintenance only)
Score: 55/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 94, release rhythm 35, longevity 3
- inputs: {"age_days": 54, "days_push": 38, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1059, forks 47 (observed 2026-08-28T04:03:25.383505+00:00)

## What it is
A multilingual field guide cataloguing 33 visual and copywriting tells of AI-generated ('vibe-coded') products, each with before/after demos, plus an Agent Skill that scans web projects for those patterns and proposes or applies clean fixes. It ships as an Astro static site and a scanner installable into coding agents like Claude Code or Cursor.

## Use cases
- remove AI-generated design tics from my web project
- find and fix indigo gradients and glowing cards in my codebase
- scan my project for AI slop patterns
- learn what makes AI-generated UIs look machine-made
- install a skill so my coding agent avoids AI slop
- run a linter for tacky AI design patterns
- get a report of machine-made design tells in my app

## When to choose
- you shipped a vibe-coded product and want to make it look professionally designed
- you want a coding agent to strip AI-slop patterns automatically
- you want to learn the taxonomy of AI-generated design tells with side-by-side examples
- you want a standalone scanner with JSON output and custom rules

## When to avoid
- your project is not a web/UI codebase
- you want automated visual regression testing rather than pattern-based linting
- you need a design system or component library rather than a critique tool
- you disagree with its editorial taste rules and want fully neutral analysis

## Facets
- artifact type: learning-resource
- maturity: active
- function: developer-tools, linter, documentation, static-site-generator
- domain: web-development, web-design, frontend, developer-tools, tutorials
- platform: cli, cross-platform
- tags: ai-slop, design-critique, agent-skill, code-scanner, field-guide, astro, multilingual, web-server, nodejs

## Member repositories
- yetone/kill-ai-slop (main) score 55

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:25.383505+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:57:23.079705+00:00, confidence not recorded.
  - readme: https://github.com/yetone/kill-ai-slop (fetched 2026-08-28T04:03:25.383505+00:00, sha d5c31af79859)
- Data as of 2026-08-30T08:39:29.467469+00:00.