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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
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
| Date | Stars |
|---|---|
| 2026-07-31 | 847 |
| 2026-08-05 | 893 |
| 2026-08-06 | 893 |
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# Kill AI Slop **[killaislop.com](https://killaislop.com)** 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: 1. **A website**, a multilingual field guide (English, Chinese, Japanese, and Korean) that catalogues 33 AI-slop tells, each with an interactive before→after demo showing the clean fix. The site is itself built as a rebuttal to everything it catalogues. 2. **An Agent Skill**, `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. ## Repo layout ``` website/ Astro site, the field guide (multilingual, static, zero-JS-by-default) skill/ the kill-ai-slop Agent Skill (SKILL.md + references + scanner) ``` ## The website Live at **[killaislop.com](https://killaislop.com)**. To run it locally: ```bash 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). ## The skill ### Universal agent installer Run the following command and follow the prompt to install it to your favorite coding agents: ``` npx skills add yetone/kill-ai-slop ``` ### Manual installation 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 confirm it's registered. ``` Then just tell it to "kill the AI slop in this project". Prefer to install by hand? See `skill/README.md`. You can also run the scanner directly. Point it at any web project: ```bash node skill/scripts/scan.mjs path/to/project # grouped report node skill/scripts/scan.mjs path/to/project --json # machine-readable ``` `--only=` / `--skip=` filter by tell id, `--exclude=` drops paths, `--rules=extra.mjs` loads your own language- or stack-specific tells, and `deslop-ignore` comment directives suppress hits you've confirmed as intentional — see `skill/README.md`. ## License [Apache-2.0](LICENSE). The scanner is dependency-free and never edits files. In an Agent-Skills host (e.g. Claude Code), invoke the skill and it will scan, triage, report, then fix, following `skill/SKILL.md`. See `skill/references/` for the taxonomy, detection patterns, and remediation playbook, and `skill/README.md` for install steps. ## Every example is a rebuild The demos are reconstructed in plain HTML, for commentary, criticism, and education. The point is not to dunk on any one project. It's to make the ugly defaults visible again, so you can choose against them.
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:02cf25d528b51fc4, llm:Description: 'A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out.' Website killaislop.com
matched fp:02cf25d528b51fc4, llm:Description: 'A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out.' Website killaislop.com
matched fp:02cf25d528b51fc4, llm:Description: 'A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out.' Website killaislop.com
