Humanizer
Humanizer identifies telltale signs of artificial writing—promotional language, superficial analysis, excessive em dashes, and AI vocabulary—then rewrites them to sound genuinely human. It goes beyond pattern removal to inject personality and voice, helping you edit drafts, review content, and clean up LLM output into prose that reads like it came from a real person.
Humanizer removes AI writing patterns to make text sound natural and authentically human-written.
AI-generated summary based on this skill's SKILL.md
Install
trailofbits/skills-curated/humanizer · repository language: Python
git clone https://github.com/trailofbits/skills-curated
cp -r skills-curated ~/.claude/skills/humanizergenerated, unverified - the skill's exact subdirectory could not be determined; check the repository on GitHub
npx skillfed install trailofbits/skills-curated/humanizerFrequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What does Humanizer do?
Humanizer identifies telltale signs of artificial writing—promotional language, superficial analysis, excessive em dashes, and AI vocabulary—then rewrites them to sound genuinely human. It goes beyond pattern removal to inject personality and voice, helping you edit drafts, review content, and clean up LLM output into prose that reads like it came from a real person.
Can Humanizer convert robotic writing to natural language?
Yes. Humanizer specializes in converting robotic writing to natural language by detecting machine-generated patterns and rewriting them with authentic voice and conversational tone. It transforms stiff, templated, or obviously automated text into prose that sounds like it was written by a human.
How does Humanizer make AI writing less obvious?
Humanizer makes AI writing less obvious by identifying and removing signature AI markers—such as overly promotional phrasing, generic analysis, repetitive em dashes, and robotic vocabulary. It then rewrites the content to inject genuine personality and natural flow, reducing detectability as machine-generated text.
What kind of content can Humanizer improve?
Humanizer improves any AI-generated or templated content, including LLM drafts, automated reports, marketing copy, and robotic documentation. It polishes writing to sound more conversational and authentic, making it suitable for professional communication, creative work, and any context where human-like readability matters.
Is Humanizer available under an open license?
Yes. Humanizer is licensed under CC-BY-SA-4.0, an open license that allows you to use, modify, and share the skill freely while crediting the original work and maintaining the same license terms.