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academic-humanizer

100 / 100 · Low risk

Fine to try.

By dongshuyan/compass-skills (GitHub) · coding · 766 stars · scanned at commit 6e601b0

Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when the user asks to de-AI, humanize, audit AI-like phrasing, or rewrite text without changing meaning. E…

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/'academic-humanizer' ] || [ -L ~/.agents/skills/'academic-humanizer' ]; then echo 'A skill folder named academic-humanizer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/dongshuyan/compass-skills' "$d" && git -C "$d" checkout --quiet '6e601b00f8704988fad164d34973b9e5b48bb467' -- 'skills/academic-humanizer' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/academic-humanizer' ~/.agents/skills/'academic-humanizer' && 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/'academic-humanizer' ~/.claude/skills/'academic-humanizer' (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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