marktwin 是做什么的?
隐私保护的端到端协作 Markdown 笔记工具,基于 GitHub 实现,无需服务器端数据库。
隐私保护的端到端协作 Markdown 笔记工具,基于 GitHub 实现,无需服务器端数据库。
Marktwin 是一个专注于隐私保护的协作 Markdown 笔记工具,基于点对点(P2P)架构设计,完全依赖 GitHub 进行数据存储和同步,无需任何服务器端数据库。该工具适合开发者或技术团队在需要安全、去中心化协作场景下使用,例如编写技术文档、共享知识库或联合编辑项目笔记。它利用 GitHub 作为后端存储介质,确保数据完全由用户控制,同时通过 P2P 协议实现实时或近实时的多人协作编辑。主要支持平台包括任何可以运行 Node.js 的环境(如桌面端、CI/CD 流水线),且与 GitHub 生态深度集成。其工作流程通常包括:用户克隆仓库、通过 CLI 或 API 启动协作会话,Markdown 文件变更自动同步至 GitHub Issues 或分支,协作伙伴通过 P2P 连接实时接收更新。这种设计消除了对集中式服务器的依赖,降低了数据泄露风险,并简化了部署和维护成本。
npx skills add OptimAI-labs/marktwinInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
隐私保护的端到端协作 Markdown 笔记工具,基于 GitHub 实现,无需服务器端数据库。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.