仓库/Skill 库

🎓 降低中文学术写作 AIGC 检测率的 Claude Code Skill | Reduce AIGC detection rate for Chinese academic writing

[TOSEM 2026] 大语言模型在自动化程序修复中的系统文献综述[TOSEM 2026]A Systematic Literature Review on Large Language Models for Automated Program Repair

Java 数据人性化处理工具Java facility for adding a “human touch” to data.

免费 AI 人性化工具：在线将 AI 文本改写为人类风格Free AI Humanizer: Humanize AI Text Online

[ISPRS 2026] 遥感图像去雾：进展、挑战与前景的系统综述[ISPRS 2026] Remote Sensing Image Dehazing: A Systematic Review of Progress, Challenges, and Prospects

自动化学术研究工作流 Skill，覆盖方向探索、文献综述、思路形成、实验设计、代码实现到论文写作Automated Academic Research Workflow Skill. From direction exploration, literature review, and idea development to experiment design, code implementation, and paper writing.

面向研究工作流的通用 SKILL.md 目录：覆盖文献综述、研究设计、项目记忆、稿件写作与跨 Agent 委托，兼容 Claude Code、Codex、Gemini、Cursor、OpenClaw 及通用 AI 客户端Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients.

面向对外文本的 AI 写作痕迹两轮清除流水线：表层处理 + 基于 StoryScope 研究的结构性处理。打包为 Claude Code Skills。免费社区：skool.com/jens-ai-community-1306Two-pass pipeline for removing AI writing tells from outward-facing text: a surface pass plus a structural pass grounded in the StoryScope study. Packaged as Claude Code Skills. Free community: skool.com/jens-ai-community-1306

Codex 去 AI 味 Skill：紧凑型中文 AI 写作人性化工具，用于清理 AI 味、模板化句式壳与虚假互动式结尾去AI味 skill for Codex: a compact Chinese AI writing humanizer for AI味清理, template sentence shells, and fake engagement endings.

Claude Skill，用于消除俄语文本中的 54 种神经网络痕迹：官腔、生硬直译、ChatGPT 与 Claude 指纹。针对 GPTZero、DivEye、RuBERT 的检测指标，抬高 perplexity 与 burstiness。包含 20 项硬性禁令、四轮审计、作者语气校准，以及带前后指标的 eval 评测框架Скилл для Claude. Убирает 54 признака нейросети в русском тексте: канцелярит, кальки, фингерпринты ChatGPT и Claude. Метит в то, что меряют GPTZero, DivEye, RuBERT: поднимает perplexity и burstiness. 20 жёстких банов, quad-pass аудит, калибровка под голос автора, eval-харнес с метриками до/после.

Model Context Protocol (MCP) 服务器的 Node.js 实现，支持从多源（包括 **Web of Science**、arXiv 等）搜索和下载学术论文。A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including **Web of Science**, arXiv, and more.

Google Deep Search 的实现，支持 1000+ 篇参考文献、本地推理、使用 RAPTOR 与抓取会话对话以及报告生成。An implementation of Google Deep Search with support for 1000+ references, local inference, chatting with your scraping session using RAPTOR, and report generation.

纯指令包技能，封装 Ai2 的 Asta MCP 服务器（Semantic Scholar）。支持意图到工具的路由、安全默认配置及多 Agent。Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.

Humanizer: AI writing trace removal tool（AI 写作去痕工具）

DOI → PDF 解析器，7 源回退（Unpaywall、S2、arXiv、PMC、bioRxiv、出版商、Sci-Hub）。支持多 Agent，零依赖 Python。DOI → PDF resolver with 7-source fallback (Unpaywall, S2, arXiv, PMC, bioRxiv, publisher, Sci-Hub). Multi-agent, zero-deps Python.

在 Clojure 中生成人类可读的字符串Produce human readable strings in clojure

适用于 OpenAI Codex 的研究类 skills 精选清单，覆盖写作、文献综述、评估与研究工作流A curated list of research-oriented skills usable in OpenAI Codex, covering writing, literature review, evaluation, and research workflows.

本综述目标有二：(i) 综述对抗机器学习（AML）在推荐系统（RS）安全上的最新进展，即攻击与防御推荐模型；(ii) 展示 AML 在生成对抗网络（GAN）生成应用中的成功应用，得益于其学习（高维）数据分布的能力。本文对发表于主流 RS 与 ML 期刊会议的 74 篇文献进行了详尽综述，可作为 RS 社区在推荐系统安全及利用 GAN 提升生成模型质量方面的参考The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.

Semantic Scholar API 的 FastMCP 服务器实现，提供学术论文数据、作者信息及引用网络的全面访问。A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

适用于 Claude Code 的 Skill，去除学术医学论文中的 AI 生成痕迹，使文本更自然、更具专业写作风格A Claude Code skill that removes signs of AI-generated writing from academic medical papers, making them sound more natural and professionally written.

深度学习与 EEG 系统文献综述的补充材料Supplementary material for systematic literature review on deep learning and EEG.

AI 写作模式检测与改写工具。覆盖 53 种模式、5 种语气风格，提供 0–100 AI 痕迹评分。纯 Markdown 实现，零依赖AI writing pattern detector and rewriter. 53 patterns, 5 voices, 0-100 AI-tell score. Pure Markdown, zero dependencies.

一个论文排版编辑器A Paper Typesetting Editor

AI驱动的多媒体内容生产skills集合：document-writer（写作）、illustration-generator（配图）、ppt-generator（PPT风格）、podcast-generator（TTS）、remoti on-dev（视频制作）、twitter-crawler（推文爬取）、markdown-illustrator（Markdown配图）、comic-generator（漫画生成）、media-downloader（媒体下载）、tts-script-generator（TTS脚本）、md-t o-pdf（文档转换）、wechat-formatter（微信格式化）、humanizer-zh（中文人性化）、shared-lib（核心API库）

使用 AI 的系统文献综述（SLR）借助人工智能技术，自动加速海量学术文献的审阅与综合过程Systematic Literature Review (SLR) using AI involves leveraging artificial intelligence techniques to automate and expedite the process of reviewing and synthesizing large volumes of scholarly literature.

人话翻译器-将专业术语翻译成通俗易懂的人话

📚 PaperFlow：动态个性化的科学论文推荐、阅读与报告生成📚 PaperFlow: Dynamic personalized scientific-paper recommendation, reading, and reporting

基于协程Swoole的Task组件，支持多种模式。轻松实现协程Task的队列、并发、Defer、计时器等 | Swoole coroutine task kit - Swoole Humanization Library

该 Web 应用基于 OpenAlex（OA）、Semantic Scholar（S2）与 Crossref（CR）的元数据，结合本地引文网络，辅助科研人员开展文献综述This web app aims to help scientists with their literature review using metadata from OpenAlex (OA), Semantic Scholar (S2) and Crossref (CR) in local citation networks.

303 份 AI/LLM 中文讲义，支持在线阅读、PDF 下载和 LaTeX 源码查看 | Stanford CS336/CS224R/CS25 | Berkeley LLM Agents | Agent 工程实践

Obsidian.md 是一款专为学术写作打造的出色笔记应用。本仓库是"使用 AI 进行系统文献综述"研讨会活动的组成部分。Obsidian.md stands out as an exceptional note-taking application tailored specifically for academic writing. This repository is part of the activities for the Systematic Literature Review using AI workshop.

面向 AI Agent（Claude Code、Codex、OpenClaw、Hermes）的 Skill：清除俄语文本中的 37 类 AI 生成痕迹（官腔、ChatGPT 套话、复制粘贴残留），并检测文本是否由 AI 生成。俄语 AI 文本人性化与检测 Skill，专为编程 Agent 设计Skill для AI-агентов (Claude Code, Codex, OpenClaw, Hermes): убирает 37 признаков AI-генерации из русского текста и проверяет, писала ли его нейросеть - канцелярит, штампы ChatGPT, артефакты копипаста | Russian AI-text humanizer & detector skill for coding agents

以 Skill 形式实现的学术文献发现 — 支持 Claude Code · Codex · 任何能加载 SKILL.md 的 Agent。五大数据源 · 四级分层 · 单文件 Shadcn 报告。Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md. Five sources · four tiers · single-file Shadcn report.

一个全栈 AI 驱动应用，自动抓取、摘要、聚类并格式化研究论文为结构化文献综述——为研究者节省大量人工时间。A full-stack AI-powered application that automatically fetches, summarizes, clusters, and formats research papers into a structured literature review — saving researchers hours of manual effort.

一款现代化的本地离线 LaTeX 与 Typst 编辑器，同时支持可视化编辑与源码编辑。A modern, local, offline LaTeX & Typst editor with both visual and source editing.