clarify

Analyze UX copy for jargon, ambiguity, and tone mismatch.

Updated Aug 27, 2026

Search Tags:#communication #clarity #microcopy #copywriting #ux writing #user interface

Ready to run

npx skills add https://github.com/jimmy706/slide-forge --skill clarify-jimmy706

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: clarify
Source: https://github.com/jimmy706/slide-forge/tree/main/.agents/skills/clarify
Command: npx skills add https://github.com/jimmy706/slide-forge --skill clarify-jimmy706

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses unclear, confusing, or poorly written interface text, making digital products easier for users to understand and navigate.

Core Features & Use Cases

Clarity Assessment: Identifies jargon, ambiguity, passive voice, and other clarity issues in UX copy.
Systematic Improvement: Provides strategies and examples for refining error messages, labels, button text, and more.
Use Case: Improve the confusing error message "Operation failed" to "Your request could not be processed due to a temporary server issue. Please try again in a few minutes."

Quick Start

Improve the clarity of the error message "Invalid input" for a user registration form.

Frequently Asked Questions about clarify

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

FAQPage Schema

How do I improve UX writing clarity for confusing error messages?▼

UX writing clarity is achieved by analyzing interface text for jargon, ambiguity, and passive voice, then refining the copy by considering the audience, user state, action, and constraints to make instructions and error messages understandable.

What is the best way to rewrite microcopy for user interface understandability?▼

The best way to rewrite microcopy for user interface understandability is to systematically identify and remove missing context and tone mismatches, ensuring labels and button text directly match user expectations and intended actions.

How do I fix ambiguous labels and button text in my digital product?▼

Fix ambiguous labels and button text by assessing the copy against your specific audience needs, replacing vague terms with precise action verbs, and removing assumptions that create friction in the user interface navigation flow.

Can I use this approach to refine UX copy for specific audience states and constraints?▼

Yes, you can refine UX copy for specific audience states and constraints by systematically analyzing the existing text and adjusting the tone, length, and context to align with what the user is trying to accomplish at that exact moment.

Why does unclear interface text cause navigation problems for users?▼

Unclear interface text causes navigation problems because it often contains jargon, passive voice, and missing context, which creates assumptions that mismatch the user's actual state and prevents them from understanding required actions.