ai-humanizer-2-1-0Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern det...
Install via ClawdBot CLI:
clawdbot install hades4501/ai-humanizer-2-1-0Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
exec(Calls external URL not in known-safe list
https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writingUses known external API (expected, informational)
arxiv.orgAI Analysis
The skill references an external Wikipedia URL for pattern definitions, which is a public, read-only resource and does not constitute data exfiltration. The 'exec()' mention is concerning but appears in a descriptive list of patterns ('False ranges') and is not part of an executable tool definition within the provided skill context. The core function is local text rewriting with no evidence of sending user data to external servers, hidden instructions, or credential harvesting.
Generated Mar 20, 2026
Marketing agencies use the skill to humanize AI-generated blog posts and social media content, ensuring it resonates authentically with audiences and avoids detection by AI content filters. It helps maintain brand voice while improving engagement metrics.
Students and researchers apply the skill to refine AI-assisted drafts of essays or reports, removing telltale patterns to meet academic integrity standards and enhance readability. This ensures submissions sound original and professionally crafted.
Corporate teams utilize the skill to humanize AI-generated emails, reports, and presentations, making internal and external communications feel more personal and less robotic. It improves clarity and fosters better stakeholder relationships.
Authors and scriptwriters employ the skill to edit AI-generated story outlines or dialogues, injecting natural flow and personality to avoid sterile, formulaic text. This aids in producing more engaging and human-like narratives.
SEO specialists leverage the skill to de-AI website content and product descriptions, balancing keyword usage with natural language to improve search rankings and user trust. It helps avoid penalties from search engine algorithms.
Offer the skill as a cloud-based API or web app with tiered pricing based on usage volume, targeting businesses and individuals needing regular text humanization. Revenue comes from monthly or annual subscriptions.
Integrate the skill into popular writing tools like Google Docs or WordPress as a free plugin with basic features, then upsell premium plans for advanced pattern detection and bulk processing. Revenue is generated through in-app purchases.
License the skill to large corporations, educational institutions, or media companies for internal use, with custom integration and support services. Revenue is derived from one-time licensing fees and ongoing maintenance contracts.
💬 Integration Tip
Integrate via API calls for real-time text processing in apps, ensuring minimal latency and compatibility with common data formats like JSON.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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,...
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
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.