humanizer-conflictRemove 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 beelkic/humanizer-conflictGrade 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 18, 2026 · audit v1.0
Generated May 11, 2026
A marketing agency uses the skill to remove AI writing patterns from blog posts and social media copy generated by language models, making content feel authentic and engaging while preserving SEO value. This helps avoid the sterile, promotional tone typical of AI-written marketing material.
Researchers and students paste AI-assisted drafts into the skill to eliminate common AI-isms like inflated symbolism, -ing analyses, and forced significance before submission. This ensures the writing sounds like a real human scholar rather than a machine.
Corporate communicators use the skill to humanize AI-generated newsletters, memos, and reports, injecting personality and varying sentence rhythm to avoid the soulless, uniform tone that alienates employees.
Freelance writers and editors apply the skill to client content that was initially AI-generated, replacing vague attributions, em dash overuse, and rule-of-three patterns with natural, opinionated prose that reads like human work.
E-commerce managers run product listings through the skill to remove promotional language, forced hyperbole, and repetitive sentence structures, resulting in descriptions that feel honest and engaging rather than boilerplate.
Offer a web app where users can submit text for humanization, with a free tier for small documents and subscription plans for high-volume usage. Revenue comes from monthly/annual subscriptions and enterprise contracts.
License the humanization engine as an API for integration into content management systems, writing tools, and AI proofing software. Charge per API call or offer tiered pricing based on usage volume.
Combine the skill with human editors to offer a premium service where AI-flagged text is reviewed and refined by a human expert for high-stakes content (e.g., legal, medical, or executive communications). Revenue from project-based fees or retainers.
💬 Integration Tip
Integrate via Read, Write, Edit, Grep, and Glob tools to analyze existing documents, then rewrite text directly. For real-time feedback, use AskUserQuestion to clarify tone preferences before applying changes.
Scored Jun 27, 2026
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