humanizer-xiaoshuRemove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comp...
Install via ClawdBot CLI:
clawdbot install xiaomaju-888/humanizer-xiaoshuGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writingAudited Apr 17, 2026 · audit v1.0
Generated Aug 23, 2026
A content marketing agency uses the skill to de-AI-ify blog posts, website copy, and social content for clients. The skill ensures the writing sounds natural and human, improving client satisfaction and engagement.
Freelance editors offer a service to polish AI-drafted documents, theses, or business reports. The skill helps remove telltale AI patterns, making the text more authentic and credible for submission or publication.
Corporate communications teams use the skill to review press releases, internal newsletters, and executive announcements. It prevents AI-generated language from creeping into official communications, preserving brand voice.
An AI writing tool integrates the skill as a post-processing step to automatically humanize its output before delivering to users. This enhances the tool's value by offering more natural, less detectable AI text.
Self-publishing authors use the skill to revise AI-drafted book chapters or articles, ensuring the prose feels human and unique. This helps them maintain authenticity and connect with readers.
Offer a basic humanization service free with limited characters, and charge a subscription for advanced features like bulk processing, voice customization, and API access.
License the humanization engine to other software companies via API. Clients integrate the skill into their own products (e.g., writing assistants, CRM tools) and pay per API call or a flat monthly fee.
Combine the skill with human editors to offer a premium, fully-managed content humanization service. Customers submit text and receive polished, humanized copy in return, with a faster turnaround than pure manual editing.
💬 Integration Tip
Integrate via command-line or API by feeding text input and receiving humanized text output. Adjust parameters like 'aggressiveness' to control how many patterns are rewritten.
Scored Apr 19, 2026
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