academic-humanizer
在保留事实与论证的前提下提升学术文本流畅与可读性。
润色学术论文语句，去除公式化与重复表达并保留论证要点。
把学术稿子里的公式化、空洞或明显像AI写的表达改成更自然的人话，同时不改动你的结论、证据强度和论证结构。常用在论文、摘要、grant、cover letter 和回复审稿人时，想让文字听起来自然可信的时候。特别强调保留原有学科术语和作者腔调，不会替你添事实或改论文逻辑。
▸ 展开 SKILL.md 英文原文
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. English is primary; Chinese is supported. Not for detector evasion, policy circumvention, pure translation, non-academic copy, or adding facts, citations, examples, or author experiences that the source does not contain.
帮我安装这个 skill：https://raw.githubusercontent.com/dongshuyan/compass-skills/master/skills/academic-humanizer/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/dongshuyan/compass-skills/master/skills/academic-humanizer/SKILL.md"# Academic Humanizer Improve academic prose by removing observable writing defects, not by imitating imperfection or optimizing an authorship detector. Preserve the author's facts, argument, uncertainty, and disciplinary voice. This skill does not guarantee how any reader or detector will classify a text. ## Portability This skill is agent-agnostic. Its core behavior is defined by `SKILL.md` and `references/`; Python is optional and supports reproducible diagnostics. - Resolve `<skill-dir>` from the directory containing this `SKILL.md`. - Let `<python>` mean an available Python 3 launcher, such as `python3`, `py -3`, or `python`. - Let `<input-file>` mean a user-authorized local text f