ai-writing-detector

AI writing signs include overly polished, formulaic, promotional phrasing, repetitive structure, generic claims, and hidden technical artifacts. This Skill systematically scans text for these LLM markers and flags passages that appear artificially structured or vague.

To humanize AI generated text, this Skill identifies formulaic passages and explains why they look artificially structured, then provides concrete rewrite guidance to make the content clearer, more natural, and authentic for editorial cleanup.

Cleaning up LLM artifacts involves scanning drafts for technical markers and repetitive structure. This Skill detects these hidden artifacts, reports the specific issues, and suggests concrete edits to restore neutrality and clarity.

AI writing detection works effectively for Wikipedia style content, articles, and knowledge-base drafts. It checks for promotional phrasing and vague claims, ensuring the neutrality, clarity, and authenticity required for editorial standards.

AI writing sounds formulaic and repetitive due to LLM generation patterns that produce overly polished, generic claims and artificial structure. This Skill analyzes vocabulary and style to identify these markers and provides targeted rewrite suggestions.