verified-humanizerLegacy verification-guided rewriting skill. Makes AI-generated text more natural while encouraging claims to stay grounded and attributable. Does not perform...
Install via ClawdBot CLI:
clawdbot install nutstrut/verified-humanizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 6, 2026
A marketing agency uses the skill to humanize AI-generated ad copy or blog posts, making them sound more natural and relatable to target audiences, while measuring improvements in clarity and AI vocabulary.
Customer support teams transform templated AI responses into empathetic, natural-sounding replies, improving customer satisfaction and reducing robotic tone without sending sensitive data externally.
Students or researchers use the skill to refine AI-generated drafts of papers or essays, removing overly formal or repetitive patterns while keeping the content private and local.
Corporate teams rewrite AI-generated internal memos or emails to sound more genuine and engaging, ensuring messages are clear and human-like before distribution.
Offer basic humanization for free with limited monthly uses, while charging for unlimited access, advanced evaluation metrics, and optional verification receipts.
License the skill as an API for businesses to integrate into their own content workflows, with pricing based on volume of text processed.
Partner with content agencies to offer humanization as an add-on service, charging per project or a monthly retainer.
💬 Integration Tip
Integrate the skill into existing content management systems or writing tools via API, ensuring all rewriting occurs locally to maintain privacy.
Scored May 6, 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 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.
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
Collaborative thinking partner for exploring complex problems through questioning
Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...
Remove 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.