design-humanizer

Audit user interfaces against a 40-point catalog of AI design tells.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/alperien/blandaid --skill design-humanizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: design-humanizer
Source: https://github.com/alperien/blandaid/tree/main/skills/design-humanizer
Command: npx skills add https://github.com/alperien/blandaid --skill design-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill identifies and repairs generic, machine-made visual patterns in user interfaces that signal an AI-generated origin, ensuring your designs feel intentional and human-crafted.

Core Features & Use Cases

  • Visual Audit: Scans layouts, typography, and motion against a catalog of 40 common AI design tells.
  • Automated Repair: Provides concrete, actionable fixes for generic elements like unearned gradients, uniform grids, and placeholder content.
  • Provenance Check: Ensures design decisions are rooted in brand and subject matter rather than statistical averages.

Quick Start

Run the design humanizer skill on the current interface to audit for generic patterns and apply necessary human-centric design improvements.

Frequently Asked Questions about design-humanizer

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

FAQPage Schema
How do I detect and remove AI-generated design patterns from my UI?

To detect AI-generated design patterns, audit your interface layout, typography, and motion against a 40-point catalog of visual tells. This process identifies generic elements like unearned gradients and uniform grids, providing concrete fixes for a bespoke, human-authored aesthetic.

What are common AI design tells in typography and layout?

Common AI design tells include unearned gradients, uniform grids, placeholder content, and generic typographic hierarchy. Identifying these visual patterns helps ensure your design decisions are rooted in brand and subject matter rather than statistical averages.

Can I audit marketing pages and portfolios for generic machine-made visuals?

Yes, you can audit marketing pages, portfolios, and editorial sites for generic machine-made visuals. The visual audit scans layouts and motion to ensure they meet requirements for design provenance and accessibility-compliant motion.

What's the best way to fix unearned gradients and uniform grids in web design?

The best way to fix unearned gradients and uniform grids is to apply actionable repairs that replace generic elements with intentional typographic hierarchy. This ensures your interface requires a bespoke, human-crafted aesthetic rather than relying on statistical averages.

Does AI design humanization work for editorial sites requiring accessibility-compliant motion?

AI design humanization works for editorial sites by auditing motion against visual tells to ensure accessibility-compliant motion. It verifies that design decisions are intentional and satisfy provenance requirements for human-authored interfaces.

Why does my UI layout look statistically average and lack a bespoke aesthetic?

Your UI layout looks statistically average because it likely contains generic AI-generated design patterns. Auditing your layout, typography, and motion against a catalog of visual tells identifies these generic elements and provides actionable fixes for a human-crafted aesthetic.