write

Remove AI writing patterns and filler from English and Chinese prose.

2|Updated Jul 22, 2026
One-click install
npx skills add https://github.com/0xUrsanomics/utopia-os --skill write-0xursanomics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: write
Source: https://github.com/0xUrsanomics/utopia-os/tree/main/knowledge/waza-skills/write
Command: npx skills add https://github.com/0xUrsanomics/utopia-os --skill write-0xursanomics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill removes the predictable, robotic, and overly-performative writing patterns common in AI-generated text, ensuring your prose sounds natural, specific, and human.

Core Features & Use Cases

  • AI Pattern Removal: Automatically strips filler phrases, adverbs, and formulaic structures that signal AI authorship.
  • Bilingual Review: Ensures consistency and correct typography in mixed Chinese and English documents.
  • Release Note Generation: Transforms raw commit messages into structured, professional changelogs using the Mole style.
  • Use Case: Use this skill to refine a draft blog post or technical report that feels too generic or "AI-flavored" to ensure it resonates with your specific audience.

Quick Start

Use the write skill to rewrite the following text to sound more natural and remove all AI-isms.

Frequently Asked Questions about write

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

FAQPage Schema
How do I remove AI writing patterns from generated prose?

To remove AI writing patterns from generated prose, the skill strips filler phrases, adverbs, and formulaic structures to improve human readability and authenticity. It operates on text inputs requiring editorial refinement to eliminate performative filler.

Can I edit bilingual Chinese and English documents for consistency?

Yes, you can edit bilingual Chinese and English documents for consistency. The skill ensures correct typography and consistency in mixed-language documents by adhering to specific linguistic guidelines, preserving meaning while stripping robotic style.

What is the best way to generate structured release notes from raw commits?

The best way to generate structured release notes from raw commits is using the skill's changelog generation feature. It transforms raw commit messages into professional release notes using the Mole style format for structured documentation.

Why does my technical report sound robotic and how do I fix it?

Your technical report sounds robotic due to predictable AI stylistic tropes. You can fix it by applying editorial refinement to strip performative filler and adverbs, ensuring the prose resonates with your audience naturally and specifically.

Does copywriting editing preserve the original meaning when removing AI-isms?

Yes, copywriting editing preserves original meaning when removing AI-isms. The skill requires adherence to specific linguistic guidelines for English and Chinese to ensure meaning is preserved while style is stripped of performative filler.

When should I not use automated prose polishing for blog posts?

You should not use automated prose polishing for blog posts when the draft requires highly specific stylistic nuances or when bilingual consistency checks are unnecessary, as the skill targets generic AI-flavored text and formulaic structures.