write

Rewrite English or Chinese prose to remove AI-generated writing patterns.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/treejh/ai-agent-skills --skill write-treejh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: write
Source: https://github.com/treejh/ai-agent-skills/tree/main/skills/write
Command: npx skills add https://github.com/treejh/ai-agent-skills --skill write-treejh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Many AI-generated rewrites introduce formulaic patterns, filler phrases, and unnatural rhythms that obscure the author's intent. This Skill removes AI writing artifacts and restores clear, human-like prose while preserving the original meaning.

Core Features & Use Cases

  • Automatic language detection: chooses Chinese rules for text with CJK characters and English rules otherwise.
  • AI-pattern removal: strips filler adverbs, passive constructions, rhetorical setups, and other telltale AI tropes.
  • Meaning-first, in-place edits: preserves facts and sentence-level meaning, avoids silent restructuring, and flags content for deletion instead of removing it.
  • Use cases: polishing technical blog posts, improving PR descriptions and emails, and refining prose for publication without altering intent.

Quick Start

Polishing the attached paragraph: remove AI-style phrasing and adverbs, make phrasing natural in English or Chinese, and preserve the author's original meaning.

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 my blog posts?

To remove AI writing patterns, the text is rewritten to strip filler adverbs, passive constructions, and rhetorical setups while preserving factual meaning. This restores clear, human-like prose through in-place edits without silent structural changes.

What is the best way to polish AI-generated technical articles?

Polishing AI-generated technical articles requires an in-place editing approach that flags content for deletion rather than silently removing it. This ensures the technical meaning, audience tone, and clarity are preserved while unnatural AI rhythms are eliminated.

Does automatic language detection work for polishing Chinese prose?

Automatic language detection works for polishing Chinese prose by applying specific style rules when CJK characters are detected. English rules are applied otherwise, ensuring the prose sounds natural in the detected language without manual configuration.

Can I use this to rewrite PR descriptions without altering technical intent?

You can rewrite PR descriptions without altering technical intent because the process preserves facts and sentence-level meaning. It performs meaning-first edits to remove AI artifacts and unnatural phrasing while flagging any content for deletion rather than silently removing it.

Why does AI-generated text sound unnatural in emails?

AI-generated text sounds unnatural in emails due to formulaic patterns, filler phrases, and unnatural rhythms that obscure author intent. Removing these AI tropes and applying language-specific style rules restores a natural, human-like tone for the audience.