What is the difference between Transform and Rewrite modes?

Transform applies a specific style to existing content without changing the structure, while Rewrite allows for more structural changes and re-framing while maintaining the target voice.

Can it match a specific author's style?

Yes, by providing a reference document or a style profile, the skill analyzes sentence rhythm, lexical density, and rhetorical patterns to replicate that voice.

Does it support different file formats?

Yes, it can read and write to Markdown, plain text, and HTML, and can even fetch content directly from URLs.

What are the AI anti-patterns it avoids?

It scans for common AI 'tells' like rhetorical contrastive negation, copula avoidance, and low burstiness to ensure natural-sounding prose.

What makes this different from standard Claude editing?

This skill uses a formal stylometric framework and 18 specific AI anti-pattern guardrails to ensure output sounds human and matches a target profile exactly.

Copy Editor & Style Transformer

Name: Copy Editor & Style Transformer
Author: lifegenieai

bylifegenieai

0•

Content Management

Transforms text, matches specific author voices, and polishes prose using advanced stylometric analysis and AI anti-pattern detection.

The Copy Editor skill acts as a senior literary ghostwriter and stylometric analyst for Claude Code, enabling users to transform documents, match specific writing styles, and generate human-like content. It offers five specialized modes—Transform, Rewrite, Edit, Generate, and Proofread—to handle everything from light grammar checks to deep structural rewrites. By strictly enforcing 18 mandatory AI anti-pattern guardrails, it ensures output sounds authentic and free from detectable robotic patterns, making it ideal for executive communications, creative writing, and professional documentation.

Key Features

01Five distinct operating modes ranging from light proofreading to deep structural rewriting.

020 GitHub stars

03Mandatory enforcement of 18 AI anti-pattern guardrails to ensure human-sounding prose.

04Stylometric analysis to replicate any author's unique writing voice and rhythm.

05Phase-based quality gates including test passage calibration and vocabulary scans.

06Support for multiple input formats including file paths, URLs, and structured style profiles.

Use Cases

01Transforming technical documentation into a conversational, brand-aligned blog post.

02Ghostwriting executive communications or articles in a specific leader's unique voice.

03Cleaning up AI-generated drafts to remove 'GPT-isms' and repetitive robotic patterns.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lifegenieai/lifegenie-claude-marketplace copy-editor

For use in Claude.ai and ChatGPT

Key Features

01Five distinct operating modes ranging from light proofreading to deep structural rewriting.

020 GitHub stars

03Mandatory enforcement of 18 AI anti-pattern guardrails to ensure human-sounding prose.

04Stylometric analysis to replicate any author's unique writing voice and rhythm.

05Phase-based quality gates including test passage calibration and vocabulary scans.

06Support for multiple input formats including file paths, URLs, and structured style profiles.

Use Cases

01Transforming technical documentation into a conversational, brand-aligned blog post.

02Ghostwriting executive communications or articles in a specific leader's unique voice.

03Cleaning up AI-generated drafts to remove 'GPT-isms' and repetitive robotic patterns.