omni

automation、productivity

来源： admin_cms · cms editor · 2026/8/24

{"en":"OMNI saves tokens by hooking into tool calls and replacing repeated output with references. It is particularly effective for AI coding assistants that frequently read large codebases or run repetitive build tasks.","zh":"OMNI 通过在工具调用前后设置钩子，将重复的输出替换为引用标记，从而节省 Token。它特别适合需要频繁读取大型代码库或执行重复构建任务的 AI 开发辅助场景。"}

来源： admin_cms · cms editor · 2026/8/24

{"steps":[{"en":"Install OMNI using Homebrew.","zh":"使用 Homebrew 安装 OMNI。"},{"en":"Run the initialization command to configure your agent host.","zh":"运行初始化命令以配置 Agent 宿主。"},{"en":"Run your development commands as usual; OMNI will automatically process the output in the background.","zh":"正常运行你的开发命令，OMNI 会自动在后台处理输出。"}],"installAt":"local","difficulty":"easy"}

来源： admin_cms · cms editor · 2026/8/24

{"en":"OMNI is a tool designed to optimize AI Agent context. By running hooks around tool calls, it automatically filters redundant output—such as build logs or repeated file contents—and archives them in a local SQLite database. When the agent needs the data again, OMNI provides a lightweight reference marker, significantly reducing token consumption without losing any information.","zh":"OMNI 是一款优化 AI Agent 上下文的工具。它通过在工具调用前后运行钩子，自动过滤冗余输出（如构建日志、重复的文件内容），并将这些内容存储在本地 SQLite 数据库中。当 Agent 再次需要这些数据时，OMNI 会提供一个轻量级的引用标记，从而在不丢失任何信息的前提下，大幅减少发送给模型的 Token 数量。"}

来源： admin_cms · cms editor · 2026/8/24

v0.7.8

来源： GitHub 官方接口 · latest_release=v0.7.8 · 2026/8/26

Apache-2.0

来源： GitHub 官方接口 · license.spdx_id=Apache-2.0 · 2026/8/26

否

来源： admin_cms · cms editor · 2026/8/24

{"en":"Reduces AI Agent input token consumption by replacing redundant file reads and command outputs with compact, retrievable handles.","zh":"通过智能去重与上下文压缩技术，显著减少 AI Agent 在重复读取文件或执行命令时的输入 Token 消耗。"}

来源： admin_cms · cms editor · 2026/8/24

macos、linux、windows

来源： admin_cms · cms editor · 2026/8/24

ai-apps

来源： 项目说明文档 · hint=ai-apps · 2026/8/23

cli、desktop

来源： admin_cms · cms editor · 2026/8/24

backend、fullstack、devops

来源： admin_cms · cms editor · 2026/8/24

是

来源： admin_cms · cms editor · 2026/8/24

是

来源： admin_cms · cms editor · 2026/8/24