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deai_humanize

100 / 100 · Low risk

Fine to try.

By mateaix/mateclaw (GitHub) · writing · 1,194 stars · scanned at commit 6686cec

去AI味 / 去AI化 / 人味改写 — detect AI writing traces (AI痕迹/AI腔) with a measurable heuristic score, then rewrite text to sound human. Two tones: gzh (公众号沉稳克制) and xhs (小红书活泼碎句). humanize / de-ai / anti-ai-slop.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'deai-humanize' ] || [ -L ~/.agents/skills/'deai-humanize' ]; then echo 'A skill folder named deai-humanize already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mateaix/mateclaw' "$d" && git -C "$d" checkout --quiet '6686cec03fe164b558a019f167774d3d5019f91d' -- 'mateclaw-server/src/main/resources/skills/deai_humanize' && mkdir -p ~/.agents/skills && cp -R "$d"/'mateclaw-server/src/main/resources/skills/deai_humanize' ~/.agents/skills/'deai-humanize' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'deai-humanize' ~/.claude/skills/'deai-humanize' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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