What specifically does the 'de-ai-polish' skill detect?

It detects 'AI-isms' including formulaic transitions (e.g., 'In conclusion'), forced comparisons (e.g., 'Not X, but rather Y'), excessive lists, and overly dramatic or philosophical concluding sentences common in LLM outputs.

Will this tool change the technical meaning of my text?

No. The skill is designed to maintain a 60% focus on technical accuracy while using the remaining 40% to inject human-like elasticity and style, ensuring the core message remains intact.

Is this skill suitable for professional or legal documents?

Yes, it was originally developed within a legal skills repository to ensure that professional documents remain rigorous and formal without sounding like they were generated by a chatbot.

How do I use this skill to improve my writing?

You can use '/de-ai-polish detect' to highlight problematic AI-like patterns in your file, or use '/de-ai-polish fix' to have Claude automatically restructure those sentences into a more natural, human style.

De-AI Polish

Name: De-AI Polish
Author: cat-xierluo

bycat-xierluo

•

Content Management

Humanizes content by detecting and removing robotic AI-generated linguistic patterns and stylistic clichés.

De-AI Polish is a specialized Claude Code skill designed to strip away the mechanical veneer common in AI-generated text. It systematically identifies and eliminates 'AI-isms'—such as formulaic transitions, over-engineered comparisons, and repetitive structural patterns—that signal a lack of human authorship. Beyond simple detection, the skill provides a comprehensive workflow for deep sentence restructuring and the optional injection of personal style, ensuring that professional documentation, legal drafts, and creative content sound authentic, nuanced, and genuinely human.

Key Features

01Comprehensive detection of formulaic AI transitions and 'absolute' linguistic patterns.

02Guidelines for injecting personal voice and 'human' elements like elastic expressions.

0356 GitHub stars

04Detailed rules for correcting AI-specific punctuation and list-usage habits.

05Context-aware removal of excessive AI formatting like emojis and repetitive bolding.

06Automated 'fix' functionality to restructure robotic sentences into natural prose.

Use Cases

01Optimizing marketing copy by stripping away over-dramatic AI metaphors and cliches.

02Polishing blog posts and technical documentation for a more natural, human-centric tone.

03Refining AI-generated legal and professional drafts to remove tell-tale robotic phrasing.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cat-xierluo/legal-skills de-ai-polish

For use in Claude.ai and ChatGPT

Download Skill