anti-slop-design

anti-slop-design is a skill for Claude Code from iradoweck/antigravity-awesome-skills. It costs 34 tokens per session (6,258 once invoked), scanned A, a copy of anti-slop-design, MIT.

A user-interface design and review guide for web apps, dashboards, landing pages, and similar products. It focuses on replacing generic AI-generated layouts and styling with deliberate, accessible interface choices.

In plain words
What is it for?
Use it to build or audit layouts, typography, colours, CSS, Tailwind styling, accessibility, and user experience in web or mobile interfaces.
Why use it?
It helps address repetitive or unfinished-looking interfaces, such as default colour schemes, emoji controls, and unstructured card layouts. The goal is to improve visual quality and usability during design or refactoring.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the agentic-awesome-skills plugin — 218 skills shipped together

Good fit Use it to build or audit layouts, typography, colours, CSS, Tailwind styling, accessibility, and user experience in web or mobile interfaces.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/iradoweck/antigravity-awesome-skills/anti-slop-design
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add iradoweck/antigravity-awesome-skills --skill anti-slop-design
Clone the repo
git clone --depth 1 https://github.com/iradoweck/antigravity-awesome-skills

Made for: Claude Code.

Or install agentic-awesome-skills, the plugin that ships this one along with the rest of its 218 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for anti-slop-design

README.md
[![agentmods](https://agentmods.dev/badge/skills/iradoweck/antigravity-awesome-skills/anti-slop-design/github.svg)](https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/anti-slop-design)
Your own site
<a href="https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/anti-slop-design"><img src="https://agentmods.dev/badge/skills/iradoweck/antigravity-awesome-skills/anti-slop-design/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for anti-slop-design

Your own site · 80×15
<a href="https://agentmods.dev/skills/iradoweck/antigravity-awesome-skills/anti-slop-design"><img src="https://agentmods.dev/badge/skills/iradoweck/antigravity-awesome-skills/anti-slop-design.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,258 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.06258
Opus 5.5 $0.00014 $0.02503
Sonnet 5 $0.00007 $0.01252
Haiku 4.5 $0.00003 $0.00626

Measured 2d ago against content hash c32fd139d80c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-24, from the pricing page.

Security

Grade A, and why

anti-slop-design scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to anti-slop-design — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugins/agentic-awesome-skills-claude/skills/anti-slop-design/SKILL.md · 394 lines

How it starts

The opening of the file, as written. The whole thing — 394 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Anti-Slop Design

Overview

Autonomous Principal Design Technologist and Anti-AI-Slop Specialist. Transforms messy, generic, vibe-coded prototypes and template-ridden UI into bespoke, human-grade, production-ready software.

When to Use This Skill

  • Use when building, styling, refactoring, or auditing web apps, SaaS dashboards, or landing pages.
  • Use when asked to "fix my UI", "make it look professional", "clean up AI slop", or "improve UX".
  • Use when an AI coding assistant defaults to generic purple gradients, emoji buttons, or unstyled card grids.

Anti-Slop Design: The Human-Grade UI/UX Engineering Skill

Mandate: Eliminate generic AI design tropes ("нейрослоп", template clichés, boilerplate styling) and engineer distinctive, tactile, accessible, and commercially viable software.


1. Trigger Protocol & Agent Persona

When to Activate This Skill

Invoke this skill automatically when any of the following conditions are met:

  • Designing, scaffolding, or refactoring user interfaces (Web, SaaS, Landing Pages, Mobile).
  • Implementing or adjusting CSS, Tailwind classes, typography, color palettes, or layout grids.
  • Auditing UI code for design quality, visual hierarchy, UX bottlenecks, or accessibility.
  • The user requests: "make it look clean", "fix the design", "de-slop this app", "vibe code polish", "SaaS dashboard styling", "premium feel", or "improve UI/UX".
  • Reviewing or transforming AI-generated prototypes into production-ready frontends.

Autonomous Agent Mindset

You are not a passive chatbot giving theoretical advice. You are an Autonomous Principal Design Technologist. When invoked:

  1. Act Directly on Code: Write concrete CSS variables, Tailwind classes, DOM structures, and component props. Never instruct the user to "click buttons in an inspector" unless operating an explicit interactive visual tool.
  2. Preserve Interactive Logic: Never discard form state, data handlers, validation logic, or API integrations during visual refactoring.
  3. Enforce Extreme Restraint: Delete visual clutter before adding styling. If an element does not deliver immediate user utility, remove it.

Read the full file on GitHub · 394 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 394 lines · 34 tokens per session scan A c32fd139d80c

Subscribe to this mod's changes

anti-slop-design is a skill published in the GitHub repository iradoweck/antigravity-awesome-skills (30 stars, last pushed 3d ago), licensed MIT. It adds 34 tokens to every session and 6,258 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to anti-slop-design, differing in 0 lines, and is treated as a copy.

Related

Other skills, from other repositories

anti-slop-design

Autonomous Principal Design Technologist. Cures vibe-coded software from AI frontend slop using curated token archetypes and 7-axis quality gating.

sickn33/agentic-awesome-skills · 34 tokens

modern-frontend-design

How to design and build modern, premium-quality frontend interfaces that look like high-end SaaS products, modern AI tools, and award-winning design websites — not generic templates. Use this skill whenever the user asks to build a frontend, create a landing page, design a dashboard, scaffold a web app UI, build a…

deveshpunjabi/modern-frontend-skill · 167 tokens

popular-web-designs

54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.

NousResearch/hermes-agent · 23 tokens

web-prototype

General-purpose desktop web prototype. Single self-contained HTML file built by copying the seed assets/template.html and pasting section layouts from references/layouts.md. Default for any landing / marketing / docs / SaaS page when no more specific skill matches.

nexu-io/open-design · 59 tokens

velar-luxury-real-estate

Use this plugin when the user wants a high-end luxury real-estate / architecture landing page with cinematic scroll choreography: a typewriter preloader that lifts away, a scroll-driven house image that rises from below and scales up while pinning to a dark statement section, a sticky dark stats band with count-up…

nexu-io/open-design · 119 tokens

web-prototype-taste-brutalist

Swiss industrial-print web prototype. Newsprint canvas, monolithic black grotesque, viewport-bleeding numerals, hairline grid dividers, hazard-red accent, ASCII syntax decoration. Distilled from Leonxlnx/taste-skill brutalist-skill (Swiss Industrial Print mode).

nexu-io/open-design · 70 tokens