peng-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 det...
Install via ClawdBot CLI:
clawdbot install penglovemeng/peng-ai-humanizerGrade 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 definition contains no code, API calls, or executable instructions; it is purely a prompt and reference guide for text rewriting. The flagged signals refer to informational URLs cited as sources, not active data transmission. There is no mechanism to send user data or execute commands.
Audited Apr 17, 2026 · audit v1.0
Generated May 23, 2026
Students and researchers use Humanizer to remove AI detection from essays, theses, and papers generated with AI assistance. The tool detects common AI vocabulary and patterns, rewording content to pass originality checks while preserving academic tone.
Marketing teams humanize AI-drafted blog posts, social media updates, and email campaigns to avoid generic, robotic language. The tool's pattern detection eliminates overused phrases like "game-changing" or "seamless," producing copy that resonates with readers.
Customer support agents use Humanizer to revise AI-generated replies to make them sound empathetic and natural. The tool removes chatbot artifacts (e.g., "I hope this helps!") and corporate jargon, improving customer satisfaction.
Journalists and editors run articles through Humanizer to detect AI-generated sections and rewrite them to maintain authentic, human-sounding reporting. The statistical analysis helps identify uniformity in sentence length and vocabulary reuse.
Authors and content creators use Humanizer to polish AI-generated drafts for stories, scripts, or personal blogs. The tool adds sentence rhythm variation and eliminates formulaic structures, making the text feel more organic and expressive.
A tiered subscription service where users can humanize a limited number of texts for free, with paid plans offering higher usage limits, additional vocabulary tiers, and priority processing. Revenue comes from monthly or annual subscriptions.
Humanizer provides an API that content platforms, grammar checkers, and academic tools integrate directly into their products. Enterprises pay based on API usage volume or a flat licensing fee.
The tool is offered as a private-labeled version for agencies or large companies that want to rebrand it as their own internal writing assistant. Revenue comes from setup fees plus recurring maintenance charges.
💬 Integration Tip
Integrate Humanizer via a simple browser extension or a text input widget that calls the API. For optimal results, ensure the tool can access the clipboard to paste text directly, and provide a toggle to switch between aggressive and light rewriting modes.
Scored Jun 29, 2026
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