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antislop

Applies rule-based filters to prevent generic AI-generated UI design patterns.

Updated Sep 17, 2026
Search Tags:#accessibility#copywriting#web design#design rules#design audit#ui design#ai slop
One-click install
npx skills add https://github.com/bramanda48/skills --skill antislop-bramanda48
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: antislop
Source: https://github.com/bramanda48/skills/tree/main/skills/antislop
Command: npx skills add https://github.com/bramanda48/skills --skill antislop-bramanda48

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI coding agents tend to produce recognizable, generic "AI slop" UI: blue-purple gradients, template landing pages, fake testimonials, dead buttons, and inaccessible layouts. This Skill acts as a filter that audits and constrains UI generation so output feels intentionally designed rather than machine-default. ## Core Features & Use Cases - Rule-Based UI Filter: Enforces 38 grouped rules (Hard Gate, Purpose-Gate, Quality Locks) covering color, layout, copywriting, accessibility, and honesty in content. - Two Usage Modes: Apply rules during UI generation, or audit a finished project with a numbered findings list that the user approves before fixes. - Install Wizard & Sub-Skills: Optionally installs focused sub-skills (UI, copywriting, accessibility, mobile layout, code comments) and appends a pointer block to the project's entry file. - Use Case: Before building a landing page, load this Skill so the agent asks for design direction, avoids fabricated statistics and testimonials, verifies keyboard navigation and contrast, and runs a delivery gate click-through before declaring the work done. ## Quick Start Ask the agent to read the antislop SKILL.md file and apply its rules while building or auditing your web UI.

Frequently Asked Questions about antislop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I stop AI agents from generating generic UI designs?▼

Load the antislop SKILL.md so the agent applies its rule filter during UI work. It rejects technique without purpose, requires written reasons for visual choices, and enforces a liveliness bar so output has its own identity.

How to audit an existing website for AI slop patterns?▼

Use Mode 2 (After): the agent scans the finished project against the Part 1 pattern table and Part 2 rules, producing a numbered findings list with priorities. You approve specific numbers, then the agent fixes only those items.

Does antislop work with Claude Code, Codex, and Gemini CLI?▼

Yes. The install wizard appends a pointer block to whichever entry file the tool reads at session start: CLAUDE.md for Claude Code, AGENTS.md for Codex, or GEMINI.md for Gemini CLI. The pointer takes effect from the next session.

Can I use antislop without a DESIGN.md file?▼

Yes, but output built without design direction must be labeled a draft with default dials ENERGY 1 / RHYTHM 1 / MOTION 1. The skill recommends the user supply direction since antislop is a filter, not a source of style.

What are the limitations of the antislop filter?▼

Antislop does not impose an aesthetic or invent design direction; it only rejects purposeless technique and requires liveliness. Without user-supplied direction, results tend toward monotonous, so a DESIGN.md or brand brief is recommended.

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