humanize-ai-text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。
Install via ClawdBot CLI:
clawdbot install moltbro/humanize-ai-textGrade Excellent — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writingAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Students and researchers use this skill to humanize AI-generated drafts of essays, theses, or research papers to avoid detection by plagiarism checkers like Turnitin. It helps rewrite content to sound more natural and original, ensuring academic integrity while leveraging AI for initial ideation.
Marketing agencies apply the skill to refine AI-generated blog posts, social media content, and ad copy to bypass AI detectors like Originality.ai. This ensures content appears human-written, improving SEO rankings and audience engagement without manual rewriting.
Business consultants and analysts use the skill to transform AI-generated reports, proposals, or white papers into polished, human-like documents. It removes robotic patterns and promotional language, making the content credible and suitable for client presentations.
Authors and scriptwriters employ the skill to humanize AI-assisted drafts of novels, scripts, or articles. It eliminates repetitive AI vocabulary and stylistic artifacts, preserving creative voice while streamlining the editing process for publication.
Offer a free tier with basic detection and transformation features, and premium plans for advanced rewriting, batch processing, and API access. Revenue comes from monthly subscriptions targeting students, writers, and small businesses.
Sell customized licenses to universities, corporations, and content agencies for integration into their workflows. Includes dedicated support, custom pattern training, and compliance features, generating high-value contracts.
Provide a pay-per-use API for developers to embed humanization capabilities into other applications like content management systems or writing tools. Scales with usage and attracts tech startups and software vendors.
💬 Integration Tip
Integrate this skill into writing tools via CLI scripts or API calls, ensuring it runs after AI generation to automatically clean and humanize text before final use.
Scored Apr 19, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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