cognitive-diversity-evaluatorlisted
Install: claude install-skill nataliatalmina/skills
# Cognitive Diversity Evaluator
## What this skill does and why it exists
Classic heuristic evaluation and cognitive walkthroughs treat "the user" as a
single universal entity. But individual differences in cognition and perception —
how much people can hold in mind, how fast they process, how they search a display,
how they prefer information represented — are large, stable, and directly
consequential for whether a design works. Averaging them away hides real failures.
This skill instantiates a panel of ~20 evaluators, each a distinct cognitive/
perceptual profile sampled fresh on every run. Each evaluator walks the artifact and
predicts, *from its own parameters*, where it hits friction. The skill then reports
two things: the problems that show up across many profiles (robust, high-confidence
usability issues), and the points where profiles **disagree** — where the design
serves one kind of mind and strains another.
**This is a hypothesis generator, not a substitute for empirical user testing.** It
front-loads likely issues and reveals whom a design favors, so real testing can be
targeted. Its outputs are model-based predictions, not user data. Do not let it
overclaim, and say so in the report.
## Inputs
Accept any of: a screenshot, a Figma export or frames, a live URL or HTML, a written
description of a flow, or an IA / sitemap. Model whatever you're given as a sequence
of screens, steps, and decision points, noting at each what the design demands of the
user (what m