Menu

Individual skill

no-ai-design-slop

0upvotes

Prevent and remove generic AI-generated design defaults, incoherent visual choices, and established UI defects while creating, revising, or reviewing websites, apps, screenshots, mockups, and design code. Use as a passive quality gate during UI work or for an explicit anti-slop cleanup; preserve the chosen art direction instead of forcing a neutral redesign.

agent-skills/ui/no-ai-design-slop/SKILL.md

Read pinned source

Source commit 5ea1661a0e05d82b054553daaa6baf6d0233c33c

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Instructions only
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
7,353
Repository last updated
Nov 8, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# No Design Slops

Act as a passive design quality gate. Keep the product's direction, personality, and useful choices. Catch generic defaults and design failures before they compound.

## Core Judgment

Slop is not a color, font, gradient, card, or animation. It is a choice made by reflex rather than for the product.

Treat a choice as suspect when several of these are true:

- it could be pasted into an unrelated product unchanged
- it repeats a familiar generated-design pattern
- it conflicts with the local design system or nearby sections
- it communicates no useful information, state, action, hierarchy, or brand meaning
Back to top