cognitive-fluency-psychology

Audit copy and interfaces against cognitive fluency principles to improve readability and conversion.

Updated Aug 16, 2026
One-click install
npx skills add https://github.com/Aveer/skills --skill cognitive-fluency-psychology-aveer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cognitive-fluency-psychology
Source: https://github.com/Aveer/skills/tree/main/skills/cognitive-fluency-psychology
Command: npx skills add https://github.com/Aveer/skills --skill cognitive-fluency-psychology-aveer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Content that is hard to process feels untrustworthy and drives users away. This Skill applies cognitive fluency research to identify why landing pages, UI copy, and documentation underperform, then provides a structured audit framework to fix clarity, typography, and structure issues. ## Core Features & Use Cases - Fluency Audit Framework: A four-step process covering high-stakes content mapping, the 5-second test, factor checks (typography, contrast, sentence length, word choice), and metric-based measurement. - Fluency Killer Checklists: Concrete lists of design and content problems such as poor contrast, jargon, passive voice, and buried key information. - Use Case: A landing page has a high bounce rate. Run the 5-second test with unfamiliar users, score typography and language against the fluency checklist, and rewrite the headline from jargon-heavy copy into a concrete benefit statement. ## Quick Start Audit my landing page headline and hero section for cognitive fluency issues and suggest rewrites.

Frequently Asked Questions about cognitive-fluency-psychology

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

FAQPage Schema
How do I improve landing page conversion with cognitive fluency?▼

Run the 5-second test on headlines and CTAs, then check typography, contrast, sentence length, and word choice against the fluency checklist. Rewrite jargon-heavy copy into short, concrete benefit statements and measure bounce rate and conversion changes.

What is the 5-second test for website copy?▼

Show your content to someone unfamiliar with the product for exactly five seconds, then ask what it is, who it is for, and what to do next. If they struggle to answer, the content fails the fluency test and needs simplification.

How does font choice affect perceived task difficulty?▼

Research shows identical instructions in simple fonts are estimated to take 8 minutes versus 15+ minutes in decorative fonts. Complex typography raises perceived difficulty and lowers the likelihood users start a task.

What readability standards should web content meet?▼

Body text should be at least 16px with a contrast ratio of 4.5:1 or higher. Sentences should stay under 20 words, use everyday vocabulary a 12-year-old understands, and favor active voice with one idea per paragraph.

When should I not prioritize simplicity in copywriting?▼

Fluency optimization matters most for high-stakes content like headlines, CTAs, pricing, and onboarding. Technical documentation for expert audiences may legitimately require domain terminology, though structure and hierarchy rules still apply.