Remove AI writing tells from text and generate human-sounding prose.
npx skills add https://github.com/csansoon/skillset --skill natural-writing-csansoon
Please help me install this Agent Skill. Skill: natural-writing Source: https://github.com/csansoon/skillset/tree/main/skills/natural-writing Command: npx skills add https://github.com/csansoon/skillset --skill natural-writing-csansoon
AI-generated text often contains detectable patterns, formulaic phrasing, and overused vocabulary that flags it as non-human, making it unsuitable for professional, academic, or public-facing contexts where authentic, human-sounding prose is required.
Use the natural-writing skill to rewrite the provided draft to sound less like AI-generated text while preserving all original information and intent.
High-intent search queries and answers about installing and using this skill.
To make text sound natural, you must remove identifiable AI writing tells like formulaic phrasing and overused vocabulary. This skill edits existing drafts or generates new content by applying multi-pass workflows to produce prose that reads as human-authored.
Common AI writing tells include overused vocabulary, structural formulas, promotional language, and specific formatting patterns. This skill identifies these anti-patterns and provides a reference catalog with before and after examples to fix them effectively.
Yes, you can use this to edit academic papers, journalism, Wikipedia contributions, and professional documents. It supports context-specific fixes to minimize AI detection risk by removing formulaic phrasing across various use cases.
The best way to remove AI traces is through a structured multi-pass editing workflow. This skill applies proactive generation rules and a reference catalog of anti-patterns to rewrite your draft while preserving all original information and intent.
This skill operates in a dual mode to both edit existing text and generate new original content. When generating new content, it proactively applies rules to avoid common LLM output patterns from the start.
samlaggzDetect and remove AI writing patterns from text or files.
hardikpandyaRemove AI writing patterns from prose during drafting and editing.
chriswesttDetect AI writing patterns and rewrite text to sound human.
missyouangeledDetect AI writing patterns and rewrite text with a natural human voice.
