slopbusterAI text humanizer for prose, code, and academic writing. Strips AI-generated patterns and restores human voice. Use when editing or reviewing text to make it...
Install via ClawdBot CLI:
clawdbot install lanyasheng/slopbusterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writingAudited Apr 17, 2026 · audit v1.0
Generated Apr 17, 2026
Agencies use Slopbuster to humanize AI-generated blog posts, social media copy, and email campaigns for clients, ensuring content passes as naturally written by humans and avoids detection by AI classifiers. It helps maintain brand voice consistency while scaling content production efficiently.
Developers apply Slopbuster to clean up AI-generated code comments, variable names, and commit messages, improving code readability and maintainability. It strips robotic patterns from documentation, making it more approachable for team collaboration and reducing technical debt.
Researchers use Slopbuster to revise academic papers, theses, and abstracts flagged for AI-generated patterns, ensuring they meet publication standards and sound authentically human. It helps avoid plagiarism concerns and enhances the scholarly tone of written work.
Ghostwriters leverage Slopbuster to transform AI-assisted drafts into human-sounding manuscripts, books, or articles, matching specific author voices and styles. It aids in producing high-quality, undetectable content for clients in fiction and non-fiction publishing.
Businesses use Slopbuster to refine AI-generated internal reports, proposals, and external communications, ensuring they sound professional and authentic. It removes corporate jargon and robotic phrasing, enhancing clarity and engagement with stakeholders.
Offer a free tier with basic humanization features for quick edits, and premium tiers with advanced modes (e.g., deep voice calibration) and higher usage limits. Revenue comes from monthly subscriptions, targeting individual users and small teams.
Provide customized licenses for large organizations, including integration with existing tools (e.g., CMS, IDEs) and dedicated support. Revenue is generated through annual contracts with volume-based pricing, focusing on sectors like marketing and tech.
Expose Slopbuster's core functionality via an API, allowing developers to integrate humanization into their own applications (e.g., content platforms, code editors). Revenue is based on API call volume with tiered pricing plans.
💬 Integration Tip
Integrate Slopbuster into existing workflows by using its command-line interface for batch processing or hooking it into version control systems for automated code reviews.
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。
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.