humanizer-1-0-0Remove 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 lion504/humanizer-1-0-0Grade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
Marketing teams use the skill to refine blog posts, social media copy, and website content, removing AI-generated patterns to ensure authenticity and improve engagement with human audiences. It helps maintain brand voice while avoiding sterile, promotional language common in AI drafts.
Researchers and students apply the skill to polish academic manuscripts, eliminating inflated significance statements and superficial analyses to meet publication standards for natural, credible writing. It preserves technical accuracy while adding nuanced voice where appropriate.
Corporate analysts use the skill to edit internal reports and presentations, transforming dry, AI-generated text into compelling narratives with varied rhythm and specific opinions. This enhances readability and decision-making by making data insights more relatable.
Authors and scriptwriters employ the skill to revise drafts, injecting personality and avoiding clichés like excessive symbolism or rule-of-three patterns. It helps craft stories with authentic dialogue and emotional depth, moving beyond neutral reporting.
Software developers and technical writers utilize the skill to clean up API docs or user guides, removing promotional language and vague attributions for clearer, more direct instructions. It maintains professionalism while adding subtle human touches to improve user comprehension.
Offer the skill as a cloud-based API or web app with tiered pricing based on usage volume, targeting businesses needing bulk editing. Revenue comes from monthly subscriptions, with premium tiers for advanced features like custom pattern detection.
Integrate the skill into popular writing tools like Google Docs or WordPress as a free plugin with basic features, monetizing through paid upgrades for advanced editing and team collaboration. Revenue is generated from in-app purchases and enterprise licenses.
Provide customized deployments for large organizations, such as media companies or educational institutions, with tailored training and support. Revenue streams include one-time setup fees, annual maintenance contracts, and per-user licensing.
💬 Integration Tip
Start by integrating with existing text editors via APIs to allow seamless humanization during drafting, and provide clear examples of before/after transformations to demonstrate value quickly.
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.
Removes AI-style writing traces to make text sound naturally written by a real author, primarily in Chinese-language contexts.