irisgo-humanizerRemove AI writing patterns based on Wikipedia's "Signs of AI writing" research. 24 pattern detection and rewriting rules for making AI-generated text sound n...
Install via ClawdBot CLI:
clawdbot install lmanchu/irisgo-humanizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/IrisGoLab/humanizer-skillAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Agencies producing blog posts, social media content, and articles with AI tools can use Humanizer to refine drafts, ensuring they sound authentic and engaging to avoid AI detection by readers and algorithms. This helps maintain brand voice and improve audience trust and engagement.
Researchers and students using AI for drafting papers or reports can apply Humanizer to remove AI patterns, making text more natural and aligned with academic standards. This reduces the risk of plagiarism detection and enhances readability for peer review.
Teams crafting internal memos, press releases, or executive communications can leverage Humanizer to eliminate promotional language and add personality, ensuring messages resonate authentically with employees and stakeholders while avoiding sterile corporate tones.
Freelance editors or writing coaches can integrate Humanizer into their workflow to help clients humanize AI-generated drafts for novels, scripts, or personal essays, injecting voice and soul to meet creative industry expectations.
Tech companies generating user manuals or API documentation with AI can use Humanizer to rewrite sections that sound overly formal or promotional, making instructions clearer and more relatable for end-users without losing technical accuracy.
Offer Humanizer as a cloud-based tool with monthly or annual subscriptions for individuals and teams, providing access to pattern detection and rewriting features. Revenue is generated through tiered pricing based on usage limits and advanced editing options.
License Humanizer's core functionality as an API that developers can integrate into their own applications, such as content management systems or writing assistants. Revenue comes from pay-per-use fees or enterprise licensing agreements.
Provide a free version with basic humanization features to attract users, then upsell to premium plans offering advanced pattern detection, batch processing, and integration with popular writing tools. Revenue is driven by conversions to paid tiers.
💬 Integration Tip
Integrate Humanizer into existing writing workflows by using its allowed tools like Edit and Write, ensuring it scans text in real-time or batch processes to maintain efficiency without disrupting user experience.
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,...
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。
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