Rewrite or review prose to remove signs of AI-generated writing (puffery, AI vocabulary, em dashes, chatbot artifacts, stacked hedging, formulaic structure) while keeping every fact and the author's voice. Use when editing, reviewing, or humanizing text, Markdown files, docs, READMEs, PR descriptions, or commit messages, and when another task wants natural human-sounding prose as its final step.
Install
npx skills add rhawk117/rygentic-harness --skill humanizernpx skills add rhawk117/rygentic-harness --skill humanizer -a claude-code -gnpx skills add rhawk117/rygentic-harness --skill humanizer -a codex -ggemini skills install https://github.com/rhawk117/rygentic-harness.git --path plugins/vibe-code/skills/humanizergh skill install rhawk117/rygentic-harness humanizergit clone --depth 1 https://github.com/rhawk117/rygentic-harness /tmp/rhawk117__rygentic-harness
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/rhawk117__rygentic-harness/plugins/vibe-code/skills/humanizer ~/.claude/skills/humanizer # Claude Code
cp -R /tmp/rhawk117__rygentic-harness/plugins/vibe-code/skills/humanizer ~/.agents/skills/humanizer # Codex, Cursor, Gemini CLI, Copilot, OpenCode