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📊 公开数据一览
| ⭐ GitHub Stars | 95,190(fork 5457) |
| 🗓️ 最近推送 | 2026-07-26 |
| 🌱 项目创建 | 2026-04-04 |
| 💻 语言 / License | JavaScript · MIT |
| 🐛 开放Issue | 455 |
📝 工具简介
给AI好品味,阻止它生成无聊、千篇一律的垃圾内容。
📖 怎么用
安装很简单,macOS/Linux 直接跑 `curl -fsSL https://raw.githubusercontent.com/JuliusBrussee/caveman/main/install.sh | bash`,Windows PowerShell 用 `irm https://raw.githubusercontent.com/JuliusBrussee/caveman/main/install.ps1 | iex`。装完不用额外配置,Claude Code 用户执行 `claude plugin marketplace add JuliusBrussee/caveman && claude plugin install caveman@caveman`,Gemini 用户跑 `gemini extensions install https://github.com/JuliusBrussee/caveman`。开始用的时候,你的 AI 助手会自动切换成穴居人说话风格,输出 token 能省 65%,代码和命令一个字节都不差,直接正常对话就行。
📋 迷你测评
跟cavecrew同源,也是原始人话术省token,同样砍65%消耗。亮点是数据一致,适合批量使用场景。
📄 README 要点
这玩意儿就是让你的AI编程助手说话像原始人一样简短。核心思路很简单——同样能回答你的问题,但输出token能省65%。它是个插件,支持Claude Code、Codex、Cursor、Windsurf等30多种AI编程工具,装一次就永久生效。它会把回答里的废话全砍掉,但代码、命令、错误信息这些关键内容一个不差,字节级精确保留。比如同样解释React组件为啥重复渲染,普通助手要69个token,原始人模式只要19个。适合那些用AI编程工具频繁、想省API费用的开发者,尤其是大量对话场景下,积少成多能省不少钱。安装也简单,装完就不用管了,每次回复自动省token。
查看英文原文
why use many token when few do trick Make your AI coding agent talk like a caveman. Same answers, 65% fewer output tokens . Brain still big. Mouth small. See it · Install · Levels · What you get · Benchmarks · Ecosystem · Caveman 2 Caveman is a skill/plugin for Claude Code, Codex, Gemini, Cursor, Windsurf, Cline, Copilot, and 30+ other agents. Install once. Agent drops the filler and answers in tight caveman speak, keeping code, commands, and errors byte for byte exact. You save output tokens on every reply, forever. Before / After 🗣️ Normal agent — 69 tokens Caveman agent — 19 tokens The reason your React component is re rendering is likely because you're creating a new object reference on each render cycle. When you pass an inline object as a prop, React's shallow comparison sees it as a different object every time, which triggers a re render. I'd recommend using useMemo to memoize the object. New object ref each render. Inline object prop = new ref = re render. Wrap in useMemo . Sure! I'd be happy to help you with that. The issue you're experiencing is most likely caused by your authentication middleware not properly validating the token expiry. Let me take a look and suggest a fix. Bug in auth middleware. Token expiry check use Same fix. Third of the words. Nothing technical lost. [安装/使用命令见下方] Caveman no make brain smaller. Caveman make mouth smaller. Shrinks what the agent says , not what it knows. Install One command. Finds every agent on your machine. Installs for each. [安装/使用命令见下方] [安装/使用命令见下方] 30 seconds. Needs Node ≥18. Skips agents you no have. Safe to re run. [!TIP] Turn it on: type /caveman or say "talk like caveman" . Turn it off: say "normal mode" . On Claude Code, Codex, and Gemini it's already on from message one. No command needed. Install for one agent, or any of 30+ others Every agent has its own path (plugin, extension, rule file, or npx skills add ). The full per agent matrix, all flags, dry run, and uninstall live in INSTALL.md . A few common
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