clarify

Analyze and refine unclear UX copy, error messages, and labels.

Updated Mar 14, 2026

Search Tags:#writing #clarity #microcopy #user interface #error messages #ux copy

Ready to run

npx skills add https://github.com/MrAlexisCord/chatbot-prototype --skill clarify-mralexiscord

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: clarify
Source: https://github.com/MrAlexisCord/chatbot-prototype/tree/main/.agents/skills/clarify
Command: npx skills add https://github.com/MrAlexisCord/chatbot-prototype --skill clarify-mralexiscord

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses confusing, unclear, or poorly written interface text (UX copy, error messages, microcopy, labels, instructions) to make products more understandable and user-friendly.

Core Features & Use Cases

Clarity Assessment: Identifies jargon, ambiguity, passive voice, length issues, assumptions, missing context, and tone mismatches.
Copy Improvement: Refines text for error messages, form labels, button/CTA text, help text, empty states, success messages, loading states, confirmation dialogs, and navigation.
Use Case: A product manager notices users struggling with a new feature's instructions. They use the clarify skill to rewrite the confusing labels and error messages, leading to a smoother user experience and fewer support requests.

Quick Start

Improve the clarity of the error message "Operation failed" by explaining what went wrong and how to fix it.

Frequently Asked Questions about clarify

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

FAQPage Schema

How do I improve unclear UX copy and error messages?▼

To improve unclear UX copy and error messages, analyze the text for jargon, ambiguity, passive voice, length issues, and tone mismatch. Refine error messages by explaining what went wrong and providing actionable steps for users to fix the problem.

What is the best way to rewrite confusing microcopy for user interfaces?▼

The best way to rewrite confusing microcopy is to evaluate the audience, context, and desired action. Refine form labels, button text, and empty states by removing assumptions and adding missing context to enhance overall interface understandability.

How do I fix vague UI text like "Operation failed" for better usability?▼

Fix vague UI text like "Operation failed" by replacing it with specific details about what went wrong. Add clear instructions on how the user can resolve the error, ensuring the copy matches the audience's technical level and the interface context.

Can I use clarity assessment for both loading states and confirmation dialogs?▼

Yes, clarity assessment can evaluate loading states, confirmation dialogs, success messages, and navigation text. It identifies tone mismatches and missing context across various UI elements, ensuring instructions and labels remain understandable throughout the entire user journey.

Why does my form label microcopy confuse users and cause support requests?▼

Form label microcopy confuses users and causes support requests when it contains jargon, passive voice, or unspoken assumptions. Without proper context and direct language, users struggle to understand the required action, leading to usability friction and increased support needs.