humanize-academic-writing: An AI skill for transforming AI-generated academic text into natural, human-like scholarly writing/ 一个专为社

by momo2young · AI Skill · ★ 24

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

academicaihumanizepaperwriting

Quick Facts

Stars24
Forks3
LanguagePython
CategoryAI Skill
LicenseMIT
Quality Score66/100
Open Issues1
Last Updated2026-01-25
Created2026-01-25
Platformsclaude-code, python
Est. Tokens~12k

About humanize-academic-writing

An AI skill (Cursor/ Claude) for transforming AI-generated academic text into natural, human-like scholarly writing/ 一个专为社科学者设计的 Cursor AI Skills (Claude可用),帮助将 AI 生成的英文学术文本转化为自然、人性化的学术写作。

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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