cognitive-fluency-psychology

Audit user-facing content for cognitive fluency and provide prioritized fixes.

Updated Apr 17, 2026
One-click install
npx skills add https://github.com/Chris-Maskey/opencode-config --skill cognitive-fluency-psychology-chris-maskey
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cognitive-fluency-psychology
Source: https://github.com/Chris-Maskey/opencode-config/tree/main/skills/cognitive-fluency-psychology
Command: npx skills add https://github.com/Chris-Maskey/opencode-config --skill cognitive-fluency-psychology-chris-maskey

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cognitive fluency reduces the mental effort required to understand content, and this Skill addresses unclear, jargon-heavy, or visually cluttered user-facing content that lowers trust and conversion. It helps teams identify why readers hesitate, misunderstand, or abandon tasks, then prescribes focused fixes to make experiences feel easier and more credible.

Core Features & Use Cases

  • Fluency Audit Framework: Prioritizes high-stakes content (headlines, CTAs, pricing) and applies a repeatable audit workflow.
  • Testing Guidance: Includes a 5-second test procedure, fluency checklist, and measurable metrics (time on page, bounce, conversion).
  • Design & Copy Recommendations: Actionable fixes for typography, contrast, sentence length, word choice, and visual hierarchy.
  • Use Case: Improve landing page clarity to increase trial signups by simplifying headings, improving contrast, and tightening microcopy.

Quick Start

Audit the landing page copy and UI for cognitive fluency and return a prioritized list of immediate fixes for typography, wording, contrast, and structure.

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 clarity to increase trial signups?

Improve landing page clarity by applying cognitive fluency principles to simplify headings, tighten microcopy, and adjust visual hierarchy. This reduces mental effort for readers, increasing comprehension, trust, and trial signups through focused typography and contrast fixes.

What is cognitive fluency in UX copy and how does it affect conversion?

Cognitive fluency in UX copy is the mental ease required to process user-facing content. High fluency increases trust and conversion by making experiences feel effortless, while low fluency from jargon or clutter causes hesitation and abandonment.

How do I audit UI copy and pricing pages for readability and usability?

Audit UI copy and pricing pages using a repeatable fluency framework that prioritizes high-stakes content like headlines and CTAs. The audit identifies jargon-heavy wording, poor contrast, and weak visual hierarchy, then prescribes actionable fixes.

Can I use a 5-second test to measure cognitive fluency on onboarding flows?

Yes, you can use a 5-second test to measure cognitive fluency on onboarding flows. The test evaluates whether users can comprehend core messaging and navigate tasks quickly, providing measurable metrics for bounce rate and time on page.

Why does my error message copy cause user hesitation and task abandonment?

Error message copy causes hesitation when low cognitive fluency makes the text hard to understand. Unclear wording, missing visual hierarchy, and complex instructions increase mental effort, leading to task abandonment and lower trust.

What's the best way to fix visual hierarchy and contrast issues in documentation?

Fix visual hierarchy and contrast issues in documentation by applying cognitive fluency recommendations. Adjust typography, improve contrast, and simplify sentence length to make instructions easier to scan, yielding measurable engagement gains.