← ClaudeAtlas

humanizelisted

Remove AI-writing tells from any prose, normalize punctuation to plain ASCII (em dash -> hyphen, curly quotes -> straight, ellipsis char -> "..."), and raise headings to Title Case. Use when the user says "humanize this", "make it sound human", "de-AI this", "this reads like ChatGPT", "remove AI patterns", or when editing/reviewing any prose (doc, README, PR description, commit message, email, post) that shows AI tells. The general-purpose de-AI pass for any prose, in any format, unless a more specific writing workflow already owns the piece. Skips agent-instruction files (CLAUDE.md, AGENTS.md, context.md, llms.txt, cursor rules) unless the user aims it at one - their terse fragment style is the working format, not a tell.
pivoshenko/pivoshenko.ai · ★ 6 · AI & Automation · score 81
Install: claude install-skill pivoshenko/pivoshenko.ai
# Humanize Strip AI tells from text. Keep every fact, change the prose. ## Ground Rules 1. **Preserve information, not shape.** Every claim survives. Compress dull parts, merge/split paragraphs freely. Information beats structure 2. **Never invent facts.** No new names, numbers, dates, quotes, citations. Sentence needs missing detail to work -> ask, or write the plain version without it 3. **Match voice.** Formal/casual/technical as intended. User provides own writing sample -> its habits outrank every rule below, including the dash rule 4. **Don't sterilize.** Voiceless is as obvious as slop. Essay/opinion/post -> keep opinions, asides, uneven rhythm. Technical/reference -> plain and neutral IS the human voice there ## Out of Scope: Agent Instruction Files Files written for a model to execute, not for a person to read: `CLAUDE.md`, `AGENTS.md`, `context.md`, `llms.txt`, `.cursor/rules/*`, `GEMINI.md`, `.github/copilot-instructions.md`, and any other agent/system-prompt file. Terse fragments, arrows, abbreviations, and lowercase headings are the working format there - compression is the point, and recasing headings or padding fragments into sentences costs tokens and blurs directives. Skip these files entirely: no rewrite, no heading recase, no punctuation pass. Same for the prose *inside* a normal file when it is addressed to a model: system prompts, skill bodies, prompt templates in code or fixtures. Exception - the user aims the skill at one of these deliberately ("