squeez

概述

squeez 是一个复杂的令牌优化工具，通过多种压缩技术减少 AI CLI 环境中的上下文使用量。它为主要的 AI 主机（包括 Claude Code、Copilot CLI、OpenCode、Gemini CLI 和 Codex CLI）实现钩子，提供高达 95% 的 bash 压缩、跨调用去重以及基于会话压力的自适应强度调整。项目包含一个内置的 MCP 服务器，提供 13 个只读工具，允许 LLM 直接查询会话内存，提供一个丰富的上下文引擎来跟踪文件访问模式和工具使用情况。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• squeez_filter

  Compress input from stdin using squeez's filtering algorithm

  试试:Filter and compress this output for me试试:Apply squeez compression to this data
• squeez_compress_md

  Compress markdown files in-place using squeez's algorithm

  试试:Compress this markdown file to reduce token usage试试:Make this CLAUDE.md file more concise
• squeez_benchmark

  Run benchmarks to test squeez's compression effectiveness

  试试:Run squeez benchmarks to see compression performance试试:Test how well squeez handles different scenarios
• squeez_protocol

  Print the auto-teach payload that helps LLMs learn squeez's protocol

  试试:Show me squeez's protocol markers试试:Get the auto-teach payload for squeez
• squeez_calibrate

  Auto-tune squeez configuration based on benchmark results

  试试:Optimize squeez configuration for my system试试:Run auto-calibration for squeez
• squeez_budget_params

  Output JSON budget parameters for a specific tool

  试试:Get budget parameters for the read tool试试:Show token budget for grep operations
• squeez_agent_costs

  Track and analyze sub-agent token costs

  试试:Show me my sub-agent token usage试试:Analyze the cost of my agent calls
• squeez_session_summary

  Get a structured summary of the previous session

  试试:What did I work on in the last session?试试:Show me the previous session summary
• squeez_token_tracking

  Track token usage across tool calls

  试试:Show me my current token budget试试:How many tokens have I used this session?
• squeez_cross_call_dedupe

  Check for and remove redundant content across tool calls

  试试:Find duplicate content in my recent commands试试:Remove redundant outputs across calls
• squeez_memory_file_stats

  Analyze memory files for compression opportunities

  试试:Show me compression stats for my CLAUDE.md试试:Analyze my memory files for token savings
• squeez_config_analyzer

  Analyze squeez configuration for optimization opportunities

  试试:Review my squeez configuration for improvements试试:Optimize my squeez settings

说明：Tool names inferred from command examples and documentation. While the README mentions exposing 13 read-only tools via MCP server, specific tool names aren't clearly listed in a dedicated tools section. Tools were created based on the comma

可对比工具

安装

curl -fsSL https://raw.githubusercontent.com/claudioemmanuel/squeez/main/install.sh | sh

npm install -g squeez
npx squeez

cargo install squeez

squeez mcp

{
  "mcpServers": {
    "squeez": {
      "command": "squeez",
      "args": ["mcp"]
    }
  }
}

FAQ

squeez 支持哪些 AI CLI 主机？

squeez 支持 Claude Code、GitHub Copilot CLI、OpenCode、Gemini CLI 和 OpenAI Codex CLI，还通过 TypeScript 扩展支持 Pi。

我可以期望多少令牌压缩？

squeez 可以将 bash 输出减少高达 95%，压缩率因场景而异。基准测试显示，重复输出的压缩率可达 99%，而 markdown 文件约为 22%。

squeez 对比