Aggressively compresses tool outputs, logs, and RAG chunks before they hit the LLM — cutting token costs by 60–95% without losing meaning. 在内容送达 LLM 前强力压缩工具输出、日志与 RAG 数据，节省 60–95% token，语义几乎零损耗。

An AI agent optimization harness that unifies skills, memory, and security into a single performance-first framework. 将技能、记忆与安全整合为一体的 AI 智能体优化框架，以性能优先为核心设计原则。

Microsoft's open-source utility that converts any file or Office document into clean Markdown, purpose-built for LLM ingestion pipelines. 微软开源的文件转 Markdown 工具，专为 LLM 数据管线优化，支持 Office 文档、PDF 等多种格式。

NousResearch's flagship AI agent, designed with a growth-over-time philosophy that lets it adapt and evolve alongside its users. NousResearch 旗舰 AI 智能体，秉持随用随进化的设计哲学，持续适配用户行为与需求。

An adaptive scraping framework that scales from a single HTTP request to full browser automation, with built-in anti-bot evasion. 自适应爬虫框架，从单次请求到浏览器全自动化无缝切换，内置反反爬机制，开箱即用。

A polished web and mobile UI for Hermes Agent — run the full agent stack from any browser or phone, no setup required. Hermes Agent 的精美 Web 与移动端界面，无需配置即可通过浏览器或手机调用完整 Agent 能力。

Hands-free LLM chat with a Live2D avatar — supports voice interruption and runs a full talking-face pipeline locally. 搭配 Live2D 虚拟形象的免手持 LLM 对话框架，支持随时语音打断，本地运行完整虚拟主播流程。

A blazing-fast memory API built for the AI era — gives any application persistent, searchable long-term memory. 专为 AI 时代打造的高性能记忆引擎，让任何应用都具备持久化、可检索的长期记忆能力。

An open-source Java PDF parser that turns documents into AI-ready structured data while automating accessibility compliance. 开源 Java PDF 解析器，将文档自动转为 AI 可直接消费的结构化数据，同步完成无障碍合规处理。

The legendary self-study roadmap for software engineering — a complete CS curriculum distilled into one GitHub repository. 软件工程师自学路线图的传奇之作，将完整计算机科学课程体系浓缩进一个 GitHub 仓库。