human-taste

Installation
SKILL.md

Human Taste

Evaluate UX and product design through human taste -- the trained judgment that detects whether a design reduces cognitive friction, feels coherent, and fits its audience.

This skill is grounded in research from cognitive psychology, HCI, and design practice. For full citations see references/research-sources.md.

Why This Matters

LLMs can generate designs, but aesthetic judgment involves empathy, cultural awareness, and pattern recognition that require human-calibrated evaluation. Research shows:

  • Users form aesthetic impressions within milliseconds (eye-tracking studies)
  • Interfaces that reduce cognitive load are perceived as more beautiful (Processing Fluency Theory)
  • Taste develops through repeated exposure and operates at a pre-conscious perceptual level
  • Good taste means choosing simplicity over mere familiarity (Hickey's Simple vs Easy)

This skill provides a structured protocol so agents can approximate that judgment systematically.

Quick Start

When asked to evaluate a design:

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8
GitHub Stars
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First Seen
Feb 27, 2026
human-taste — alpha-mintamir/human-taste-skill