Does this skill check for factual accuracy?

No, it focuses exclusively on the style, tone, and vocabulary of the writing to improve readability and remove machine-generated traits; it does not verify facts.

Can it handle technical documentation?

Yes, it is highly effective at identifying and replacing 'pivotal,' 'leverage,' and other corporate jargon common in AI-generated technical drafts.

Does it provide a rewritten version of my text?

Yes, every audit includes a humanized rewrite, a list of specific issues found, and a summary of the changes made to the original content.

How does this skill detect AI writing?

It analyzes text against 21 specific pattern categories, including overused buzzwords, repetitive sentence structures, and distinctive AI formatting quirks like emoji-heavy headers.

Does it work on programming code?

No, this skill is specifically designed for prose and natural language. It does not detect or modify patterns within source code.

AI Content Humanizer

Name: AI Content Humanizer
Author: lingxling

bylingxling

•

Content Management

Audits and rewrites text to remove common AI writing patterns and corporate jargon, ensuring content sounds natural and authentic.

The Avoid AI Writing skill is a specialized tool designed to polish AI-generated prose by identifying and eliminating 21 distinct categories of 'AI-isms.' From overused buzzwords like 'pivotal' and 'leverage' to structural tells like the 'rule of three' and excessive hedging, this skill uses a 43-entry replacement table to transform robotic text into plain, engaging language. It provides a comprehensive four-stage output—listing issues, providing a rewrite, summarizing changes, and performing a second-pass audit—making it an essential final step for blog posts, documentation, and marketing materials.

Key Features

01Corrects formatting overloads like excessive bolding, emoji headers, and em dashes

02Utilizes a 43-entry word replacement table to map jargon to plain language

03Detects structural issues such as hollow intensifiers and formulaic conclusions

04Identifies 21 categories of AI writing patterns and machine-generated 'tells'

0539 GitHub stars

06Provides a multi-stage audit including a second-pass review for quality assurance

Use Cases

01Refining AI-generated blog posts and marketing copy to sound more human and authentic

02Auditing internal communications to ensure a direct, natural tone before distribution

03Cleaning up technical documentation to remove repetitive corporate jargon and filler phrases

Key Features

01Corrects formatting overloads like excessive bolding, emoji headers, and em dashes

02Utilizes a 43-entry word replacement table to map jargon to plain language

03Detects structural issues such as hollow intensifiers and formulaic conclusions

04Identifies 21 categories of AI writing patterns and machine-generated 'tells'

0539 GitHub stars

06Provides a multi-stage audit including a second-pass review for quality assurance

Use Cases

01Refining AI-generated blog posts and marketing copy to sound more human and authentic

02Auditing internal communications to ensure a direct, natural tone before distribution

03Cleaning up technical documentation to remove repetitive corporate jargon and filler phrases