humanize-ai-text

To make AI text sound natural and bypass detectors, this Skill scans your files for 16 AI-writing pattern categories and rewrites identified quirks, chatbot phrases, and citations into human-like prose. It provides before-after comparison scores to verify the transformation.

Signs of AI writing that require rewriting include stylistic quirks, chatbot phrases, machine-generated markdown, and improper citations. This Skill detects these patterns using definitions based on Wikipedia's Signs of AI Writing guidelines and transforms them for academic or publishing compliance.

To rewrite AI content for academic submission using Python, run the bundled transform script on your document. The script requires Python 3 and accesses a patterns.json file to identify and convert AI-generated signatures into natural, human-written text.

Yes, this AI text humanizer works by scanning input files directly. You provide the document containing the AI-generated text, and the bundled scripts process the content to remove machine-written signatures and output a human-like version.

Yes, you can check if your text passes AI detection by running the transform script, which generates before-after comparison scores. This verifies that the identified AI patterns have been successfully rewritten into natural prose.

A limitation of rewriting AI text to evade plagiarism checks is that the process focuses on 16 specific AI-writing pattern categories. While it fixes citations and stylistic quirks, highly technical or deeply flawed content may still require manual review to ensure full human-like quality.