sqz

来源： admin_cms · cms editor · 2026/8/30

{"en":"When running AI coding agents like Claude Code or Cursor, repeated file reads and verbose logs quickly exhaust your context window. sqz intercepts CLI outputs, compresses log streams, and replaces cached file contents with 13-token reference tags. It installs as a single Rust binary and merges into existing agent configurations.","zh":"在运行 Claude Code、Cursor 等 AI 编程助手时，大量日志与重复读取同一文件会快速消耗上下文额度。sqz 通过 Rust 单文件可执行程序拦截终端输出，对于重复读取的文件仅保留 13 个 Token 的引用标识。配置过程直接且支持自动注入配置文件，能有效控制 AI 开发中的 Token 消耗。"}

来源： admin_cms · cms editor · 2026/8/30

{"steps":[{"en":"Download and install sqz binary using the installation script.","zh":"使用一键安装脚本下载并安装 sqz 可执行文件。"},{"en":"Initialize sqz hooks globally across all AI agent session configs on your machine.","zh":"在全局范围初始化 sqz 钩子，将其应用于本机的 AI Agent 配置文件中。"},{"en":"Limit hook configuration to specific agents using the --only flag.","zh":"如果仅需要向特定 Agent（如 OpenCode 或 Codex）添加钩子，可以使用限定参数。"},{"en":"Run the gain analysis command to review total token savings and reduction percentages.","zh":"运行收益统计命令，查看最近 7 天内节省的 Token 数量与压缩比例。"}],"installAt":"unknown","difficulty":"unknown"}

来源： admin_cms · cms editor · 2026/8/30

{"en":"sqz is an open-source context compression tool written in Rust, designed to minimize LLM token consumption during AI agent workflows. During coding sessions, agents frequently re-read the same source files or generate repetitive command outputs; sqz intercepts these outputs before they reach the language model. Its key mechanism is session-level deduplication: when a file is read multiple times in one session, sqz sends full contents once and converts subsequent reads into 13-token reference markers. It also compresses test logs, JSON structures, and git diffs on a per-command basis. The tool integrates directly into popular agent environments including Claude Code, Cursor, Windsurf, OpenCode, and Codex.","zh":"sqz 是一款基于 Rust 语言开发的 LLM 上下文压缩工具，专门处理 AI Agent 在执行代码任务时产生的多余 Token。在代码编写或调优过程中，AI Agent 往往会多次读取相同的文件或产生大量冗余日志，sqz 能够在命令行输出传入模型之前进行拦截与优化。 其核心功能是会话级的去重机制。当相同文件被多次读取时，sqz 仅在首次发送完整内容，后续读取替换为 13 个 Token 的轻量级引用。此外，sqz 还能针对 JSON 接口返回值、测试日志和 Git diff 进行内容压缩。用户可通过命令行将配置关联至 Claude Code、Cursor、Windsurf 等 Agent 工具。"}

来源： admin_cms · cms editor · 2026/8/30

v1.6.1

来源： GitHub 官方接口 · latest_release=v1.6.1 · 2026/9/19

NOASSERTION

来源： GitHub 官方接口 · license.spdx_id=NOASSERTION · 2026/9/19

否

来源： admin_cms · cms editor · 2026/8/30

{"en":"A Rust-based CLI and MCP tool that compresses command output and deduplicates context to cut LLM token costs.","zh":"基于 Rust 的 LLM 上下文压缩与去重工具，降低命令行与 AI Agent 的 Token 支出。"}

来源： admin_cms · cms editor · 2026/8/30

windows、macos、linux、browser

来源： admin_cms · cms editor · 2026/8/30

ai-apps

来源： 项目说明文档 · hint=ai-apps · 2026/8/16

cli、ide_plugin、browser_extension、library_framework

来源： admin_cms · cms editor · 2026/8/30

来源： admin_cms · cms editor · 2026/8/30

是

来源： 仓库文件 · dockerfile=true; compose=false · 2026/9/19

是

来源： admin_cms · cms editor · 2026/8/30

是

来源： admin_cms · cms editor · 2026/8/30