paper-checking

论文查重系统 - 一亿字次级论文库秒级查重，支持纵向查重和横向查重

Security Scan

The skill's requests and instructions are coherent with a Windows-only paper‑checking app: it expects a local paper_checking.exe, guides installing/compiling it, and does not request unrelated credentials or hidden network endpoints.

Purpose & Capability

Name/description (论文查重) match the files and runtime instructions: the skill is an installer/usage guide for a Windows executable (paper_checking.exe). Required binaries and Windows/.NET/Visual Studio requirements are proportionate to the stated purpose.

Instruction Scope

SKILL.md and guides restrict actions to installing, compiling, configuring, running paper_checking.exe, managing a local comparison library, and reading local result files. Referenced commands and paths (git clone, systeminfo, %TEMP%, D:\比对库) are consistent with an on‑machine Windows workflow and do not instruct broad unrelated data collection or exfiltration.

Install Mechanism

This is instruction-only (no install spec). Guides tell users to compile with Visual Studio or download precompiled releases from GitHub. That is reasonable, but downloading and running precompiled Windows executables carries inherent risk—the skill does not provide signed checksums or verified release provenance.

Credentials

The skill does not declare or require any credentials, tokens, or environment variables. The only required artifact is a local executable (paper_checking.exe) and normal Windows components. One minor oddity: metadata.primaryEnv is set to 'windows' (misused field) but this does not request secrets.

Persistence & Privilege

always is false and the skill does not request permanent platform privileges. It does reference local progress storage (%TEMP%\paper_checking_progress.dat) which is normal for resuming long-running work and is within scope.

Assessment

This skill is internally consistent with a Windows paper‑checking application, but exercise normal caution before running third‑party executables: prefer to build from the repository source in a controlled environment (VM or sandbox) rather than running an unsigned release; verify the GitHub repo and release notes, look for checksums or signatures, scan downloaded binaries with antivirus, and review repository source code if you plan to add many private documents to the comparison library (these files will be stored locally by the tool). Note the SKILL metadata misuses primaryEnv='windows' (harmless but sloppy). If you need further assurance, ask the publisher for signed releases or run the tool in an isolated VM and inspect network activity while it runs.

paper-checking 论文查重系统

技能概述

本技能帮助高校、企业、机构进行文本查重，支持以下场景：

• 纵向查重：检查文件是否复制比对库内容（论文查重）
• 横向查重：检查批次文件互相复制情况（防串标）
• 快速查重：一亿字次级论文库秒级查重
• 报告生成：输出详细查重报告

应用场景：高校论文查重、标书查重、辅助防串标、项目申报书查重、企业内部文档查重、学生作业查重

使用流程

AI 助手将引导你完成以下步骤：

1. 安装系统（下载并编译）
2. 配置比对库（添加查重基准文件）
3. 执行查重（纵向或横向）
4. 分析查重报告

关键章节导航

• 安装指南
• 快速开始
• 高级用法
• 常见问题

AI 助手能力

当你向 AI 描述查重需求时，AI 会：

• 自动分析文件格式和内容
• 推荐合适的查重阈值
• 执行纵向或横向查重
• 分析查重报告并标识重复段落
• 提供关键词过滤建议
• 处理查重中断恢复

核心功能

• ✅ 纵向查重：与比对库文件比对
• ✅ 横向查重：批次文件互相比对
• ✅ 秒级查重：一亿字次级论文库
• ✅ 关键词过滤：过滤学校名、机构名
• ✅ 查重报告：rtf格式详细报告
• ✅ 中断恢复：意外退出后继续查重
• ✅ 多进程并行：CPU逻辑核心数-2

快速示例

# 下载项目
git clone https://github.com/tianlian0/paper_checking_system.git

# 编译运行（需要Visual Studio）
# 打开项目，编译并运行paper_checking.exe

# 添加比对库（纵向查重必需）
选择比对库管理 → 添加到比对库 → 选择文件夹

# 执行查重
选择待查文件 → 设置阈值（10-16） → 开始查重

安装要求

• Windows 7及以上
• 可用内存1.5GB以上
• Visual Studio 2017及以上
• vc2015运行库
• .NET Framework 4.6

许可证

GPL2协议

项目链接

• GitHub: https://github.com/tianlian0/paper_checking_system
• Java SDK: https://github.com/tianlian0/duplicate-check-sample
• 商用版: https://xincheck.com