humanizeRemove AI writing patterns from text. Use when editing, reviewing, or rewriting text to sound more natural and human-written. Detects patterns like inflated symbolism, promotional language, em dash overuse, AI vocabulary, and sycophantic tone.
Install via ClawdBot CLI:
clawdbot install artur-zhdan/humanizeGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Feb 26, 2026
Marketing agencies use the skill to refine AI-generated blog posts, product descriptions, and landing page copy, removing detectable patterns to improve authenticity and search engine ranking. It helps content sound more natural and trustworthy to human readers.
Students, researchers, and academic editors apply the skill to polish drafts, theses, or papers initially drafted with AI assistance. It removes promotional language, vague attributions, and excessive hedging to meet formal, objective academic standards.
PR teams and internal communicators use the skill to humanize AI-generated press releases, internal announcements, or executive speeches. It eliminates sycophantic tone, chatbot artifacts, and inflated significance to ensure messaging feels genuine and authoritative.
Authors and editors employ the skill during the revision phase to scrub AI-assisted drafts of clichéd vocabulary, forced rule-of-three structures, and em dash overuse. This injects a more distinct voice and natural rhythm into manuscripts.
Support teams integrate the skill to rewrite AI-generated knowledge base articles, FAQ responses, or chatbot scripts. It removes filler phrases, generic conclusions, and promotional language to create clear, helpful, and neutral customer-facing content.
Offer the skill as part of a web-based or API-accessible writing platform with tiered monthly/annual subscriptions. Revenue comes from individual creators, teams, and enterprise plans based on usage volume or feature access.
Deploy the skill as a free browser extension for basic text humanization, with a premium upgrade for batch processing, advanced patterns, and integration with tools like Google Docs or WordPress. Revenue is generated from premium subscriptions.
License the skill's core engine to large enterprises (e.g., media companies, marketing firms) for direct integration into their internal content management systems or editorial workflows. Revenue comes from annual licensing fees and custom development contracts.
💬 Integration Tip
Integrate this skill as a final polishing step in any content generation pipeline, after initial AI drafting but before human review, to efficiently catch and correct common AI writing artifacts.
Scored Apr 15, 2026
Remove 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 comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Collaborative thinking partner for exploring complex problems through questioning
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
Remove 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...