ai-humanizerHumanize 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.
Install via ClawdBot CLI:
clawdbot install brandonwise/ai-humanizerGrade Excellent — 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 external URLs (Wikipedia, arXiv) for informational context, but there is no evidence it sends user data to these or any unauthorized servers. The 'UNSAFE_SHELL' signal appears to be a false positive from a pattern match on the text 'exec()' within a descriptive example, not an actual tool execution definition.
Generated Mar 1, 2026
Marketing teams can use Humanizer to refine AI-generated blog posts, social media content, and email campaigns, ensuring they sound authentic and engaging to human audiences. It helps remove robotic patterns and promotional language, making content more relatable and trustworthy for readers.
Students and researchers can apply Humanizer to drafts of essays, theses, or research papers to eliminate AI detection flags and improve natural flow. It rewrites vague attributions and formulaic phrases, enhancing credibility and readability while preserving academic rigor.
Customer service departments can integrate Humanizer into AI chatbots or response systems to make automated replies sound more human and empathetic. It removes chatbot artifacts and sycophantic tones, leading to higher customer satisfaction and reduced detection of automated interactions.
Freelance writers and agencies can use Humanizer to edit client content, such as reports, proposals, or website copy, ensuring it meets human writing standards. It detects and corrects AI vocabulary and statistical tells, delivering polished, natural-sounding text that aligns with brand voice.
Publishers and editors can employ Humanizer to screen manuscripts or articles for AI-generated patterns before publication. It identifies issues like significance inflation and generic conclusions, helping maintain editorial integrity and produce high-quality, original content.
Offer Humanizer as a cloud-based service with monthly or annual subscriptions, providing API access and web interfaces for individual users and businesses. Revenue is generated through tiered pricing based on usage limits, features, and support levels.
Sell custom licenses to large organizations, such as corporations or educational institutions, for integration into internal tools and workflows. Revenue comes from one-time fees or annual contracts, including customization, training, and dedicated support services.
Provide a free basic version with limited features to attract users, then upsell to premium plans offering advanced detection, batch processing, and priority support. Revenue is driven by conversions from free users to paid tiers and add-on services.
💬 Integration Tip
Integrate via API for seamless use in existing writing tools or workflows, ensuring real-time text analysis and rewriting without disrupting user processes.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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