write

Rewrite Chinese and English prose to remove formulaic AI writing patterns.

Updated Feb 20, 2026
One-click install
npx skills add https://github.com/redisread/product-stories --skill write-redisread
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: write
Source: https://github.com/redisread/product-stories/tree/main/.agents/skills/write
Command: npx skills add https://github.com/redisread/product-stories --skill write-redisread

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

AI-generated text often sounds robotic and formulaic, draining the author's unique voice. This Skill removes predictable AI patterns and polishes prose to sound natural and human while preserving the original intent and meaning.

Core Features & Use Cases

  • Prose Rewriting: Eliminates AI-like wording, filler phrases, and mechanical structures from Chinese and English text.
  • Localization Review: Checks product copy across multiple locales for consistency, naturalness, and proper punctuation.
  • Specialized Modes: Handles release notes, social media posts, public replies, document review, and long-form article editing with mode-specific rules.

Quick Start

Use the write skill to polish the attached draft and remove any AI-like phrasing while keeping the original meaning intact.

Frequently Asked Questions about write

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

FAQPage Schema
How do I remove AI tone from generated prose?

To remove AI tone from prose, the Skill eliminates formulaic wording and mechanical structures from Chinese and English text. It polishes the content to sound natural and human while preserving the original intent and authorial voice.

How do I polish release notes to sound more human?

You can polish release notes to sound more human using specialized editing modes that apply mode-specific rules. This removes predictable AI patterns and enforces punctuation standards while keeping the technical information intact.

Can I review product localization copy across multiple locales?

Yes, you can review product localization copy across multiple locales. The Skill checks text for consistency, naturalness, and proper punctuation, ensuring localized content reads naturally for each target market.

What is the best way to rewrite AI text without losing the original meaning?

The best way to rewrite AI text without losing meaning is to eliminate filler phrases and formulaic structures while grounding factual claims in verifiable artifacts. This approach preserves the original meaning and authorial voice during prose rewriting.

Does this enforce punctuation standards for Chinese and English text?

Yes, this enforces punctuation standards for Chinese and English text. It applies specific rules during prose rewriting and localization review to ensure mechanical accuracy and natural readability across both languages.