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anti-slop-frontend

97 / 100 · Low risk

Fine to try.

By BlackBeltTechnology/pi-agent-dashboard (GitHub) · design · 348 stars · scanned at commit e78b4c2

A mechanical, countable anti-slop checklist for AI-generated frontend. Catches the specific signatures an undirected model defaults to: AI-purple glows, Inter-everywhere, em-dashes, div-based fake screenshots, eyebrow-on-every-section, beige+brass "premium" palettes, generic Jane Doe / Acme data. Advisory layer that pairs with frontend-mockup-loop (which owns the cite-a-source loop plus WCAG gates) but works standalone in any React/Tailwind/HTML project. Triggers: "does this look AI-generated",…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'anti-slop-frontend' ] || [ -L ~/.agents/skills/'anti-slop-frontend' ]; then echo 'A skill folder named anti-slop-frontend already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BlackBeltTechnology/pi-agent-dashboard' "$d" && git -C "$d" checkout --quiet 'e78b4c2c0474a8ab04941e76942e5a5b9d92c2d6' -- 'packages/anti-slop/.pi/skills/anti-slop-frontend' && mkdir -p ~/.agents/skills && cp -R "$d"/'packages/anti-slop/.pi/skills/anti-slop-frontend' ~/.agents/skills/'anti-slop-frontend' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'anti-slop-frontend' ~/.claude/skills/'anti-slop-frontend' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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