← ClaudeAtlas

natural-writinglisted

Write and edit prose that avoids the documented signs of AI writing from Wikipedia's "Signs of AI writing" field guide. Use when drafting or revising human-facing text (docs, READMEs, articles, blog posts, reports, emails, PR descriptions), or when asked to humanize text, remove AI tells, de-AI writing, or check whether text reads as AI-generated.
Vivswan/skills · ★ 2 · AI & Automation · score 71
Install: claude install-skill Vivswan/skills
# Natural writing Produce prose that avoids the documented signs of AI writing, based on [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing). That page is a field guide for *detecting* AI text; this skill inverts it into rules for *not producing* those patterns. A single occurrence of one pattern can be legitimate; the goal is prose where the patterns don't cluster and nothing reads generated. ## When to apply - "humanize this text" / "make this sound less like AI" / "remove the AI tells" - "does this read as AI-generated?" - Drafting or rewriting any prose a human will read: documentation, READMEs, articles, blog posts, reports, emails, announcements, PR descriptions - Any writing task where the user cares about tone, voice, or naturalness ## Source of truth The catalog of signs changes over time (models change; the community adds new tells). Prefer the live page, fall back to the bundled snapshot: 1. Live: fetch <https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing> (raw wikitext: `https://en.wikipedia.org/w/index.php?title=Wikipedia:Signs_of_AI_writing&action=raw`). Do this when auditing text for AI tells, when the user asks for a thorough pass, or when the bundled snapshot looks stale for the topic at hand. 2. Snapshot: [references/signs-catalog.md](references/signs-catalog.md) is a distilled copy of the full page, reorganized as writing rules. Use it as the working checklist for every invocation; it i