humanize-textHumanize AI-generated text by removing telltale AI writing patterns. Use when text needs to sound natural and human-written — removing em-dashes, AI filler p...
Install via ClawdBot CLI:
clawdbot install rustyorb/humanize-textGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
Agencies use this skill to refine AI-generated blog posts, social media content, and email campaigns before client delivery. It ensures content sounds authentic and avoids detectable AI patterns, enhancing credibility and engagement without manual rewriting.
Teams apply the skill to clean up AI-assisted documentation, such as user manuals or API guides, by removing filler phrases and formal jargon. This makes instructions clearer and more approachable while preserving technical accuracy and domain-specific terms.
Researchers and students use it to polish AI-generated drafts of papers or reports, eliminating overly complex transitions and structural tells. It helps maintain a natural academic tone without altering the core arguments or data integrity.
Companies integrate the skill into chatbots or automated email systems to humanize responses. It removes sycophantic openers and fake empathy, making interactions feel more genuine and improving customer satisfaction scores.
Freelancers use it as a quick editing tool to de-AI client submissions or their own AI-assisted drafts. It streamlines the revision process by automating pattern removal, allowing focus on creative enhancements and voice consistency.
Offer the skill as a cloud-based API or web app with tiered plans (e.g., free for light use, paid for high-volume processing). Revenue comes from monthly subscriptions based on usage limits, features like batch file processing, and priority support.
Sell customized licenses to large organizations, such as media companies or tech firms, for integration into internal workflows. Revenue is generated through one-time setup fees and ongoing maintenance contracts, with add-ons for training and support.
Distribute the skill as a plugin for popular platforms like WordPress, Google Docs, or Slack, with a free basic version and premium upgrades. Revenue streams from in-app purchases, affiliate marketing, and ads in the free tier.
💬 Integration Tip
Integrate via API calls for automated workflows in content management systems, and use the 'Preserve' mode for technical documents to avoid altering domain-specific language.
Scored Apr 19, 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...