Skills/ClawHub/humanize-ai-text

humanize-ai-text@1.0.0

VERIFIED

Publisher claims: "学术写作风格工具箱（中英双语，academic writing style toolkit）：论文降AI率、去AI味的风格自查与自然化改写工具（style naturalization & style-pattern scan）。 写作风格特征自查报告、确定性文本清理（各家模型残留、标点、填充短语）、完整性 守卫（数字/DOI/PMID/术语必须原样保留）、以及由 agent 执行的风格自然化深改 （去模板化、去翻译腔、节奏、具体性），让正式文体更清晰自然——特别适合行文 生硬、模板腔重的作者与非母语（ESL）学者。内置 AIGC 使用披露合规检查（中国 2025-09 标识办法）与学术诚信护栏：本工具只做写作质量 自查与改进，不用于误代署名、隐瞒应披露的 AI 使用或对抗学术诚信审查。100% 本地 运行，零上传，仅 Python 标准库。家族：paper-polisher-pro（综合润色）、pubmed-verifier、 cite-holmes、academic-figures、cn-med-oa、doc-holmes。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher zhaoxinghua09-cell · joined 5 days agoInstalls 832Last detonated 3d ago
$clawhub install humanize-ai-text
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Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (1 scenario) on 2026-10-29 and scored it 88/100 (Verified). It did what it claims and nothing else we could detect: no undeclared network egress, no credential reads, no persistent instruction writes. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only

Static findings

MEDIUM
Unicode escape sequence detectedscripts/verify.py:48 · Unicode escape sequence detected — may contain obfuscated payloadsFix: Put hosts, commands and strings in plain source. Decoding at runtime looks identical to malware and costs points on its own.
AST07

No other findings across 4,619 lines in 22 files.