πͺ¨ why use many token when few token do trick β Claude Code skill that cuts 65% of tokens by talking like caveman
Skill de Claude Code que comprime outputs y prompts hablando 'caveman' para reducir tokens 65-75%.
- βOpen-source license (MIT)
- βActively maintained (<30d)
- βClear description
- βTopics declared
- βDocumented (README)
- !Brand-new repo with thousands of stars (suspicious)
- !README contains suspicious pattern: eval\s*\(
{
"mcpServers": {
"caveman": {
"command": "npx",
"args": ["-y", "skills"]
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json (Mac) or %APPDATA%\Claude\claude_desktop_config.json (Windows).<placeholder> values with your API keys or paths.Tools overview
<p align="center"> <img src="https://em-content.zobj.net/source/apple/391/rock_1faa8.png" width="120" /> </p> <h1 align="center">caveman</h1> <p align="center"> <strong>why use many token when few do trick</strong> </p> <p align="center"> <a href="https://github.com/JuliusBrussee/caveman/stargazers"><img src="https://img.shields.io/github/stars/JuliusBrussee/caveman?style=flat&color=yellow" alt="Stars"></a> <a href="https://github.com/JuliusBrussee/caveman/commits/main"><img src="https://img.shields.io/github/last-commit/JuliusBrussee/caveman?style=flat" alt="Last Commit"></a> <a href="LICENSE"><img src="https://img.shields.io/github/license/JuliusBrussee/caveman?style=flat" alt="License"></a> </p> <p align="center"> <a href="#before--after">Before/After</a> β’ <a href="#install">Install</a> β’ <a href="#intensity-levels">Levels</a> β’ <a href="#caveman-skills">Skills</a> β’ <a href="#benchmarks">Benchmarks</a> β’ <a href="#evals">Evals</a> </p> --- A [Claude Code](https://docs.anthropic.com/en/docs/claude-code) skill/plugin and Codex plugin that makes agent talk like caveman β cutting **~75% of output tokens** while keeping full technical accuracy. Now with [ζθ¨ζ mode](#ζθ¨ζ-wenyan-mode), [terse commits](#caveman-commit), [one-line code reviews](#caveman-review), and a [compression tool](#caveman-compress) that cuts **~46% of input tokens** every session. Based on the viral observation that caveman-speak dramatically reduces LLM token usage without losing technical substance. So we made it a one-line install. ## Before / After <table> <tr> <td width="50%"> ### π£οΈ Normal Claude (69 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." </td> <td width="50%"> ### πͺ¨ Caveman Claude (19 tokens) > "New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`." </td> </tr> <tr> <td> ### π£οΈ Normal Claude > "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." </td> <td> ### πͺ¨ Caveman Claude > "Bug in auth middleware. Token expiry check use `<` not `<=`. Fix:" </td> </tr> </table> **Same fix. 75% less word. Brain still big.** **Pick your level of grunt:** <table> <tr> <td width="25%"> #### πͺΆ Lite > "Your component re-renders because you create a new object reference each render. Inline object props fail shallow comparison every time. Wrap it in `useMemo`." </td> <td width="25%"> #### πͺ¨ Full > "New object ref each render. Inline object prop = new ref = re-render. Wrap in `useMemo`." </td> <td width="25%"> #### π₯ Ultra > "Inline obj prop β new ref β re-render. `useMemo`." </td> <td width="25%"> #### π ζθ¨ζ > "η©εΊζ°εη §οΌθ΄ιηΉͺγuseMemo WrapδΉγ" </td> </tr> </table> **Same answer. You pick how many word.** ``` βββββββββββββββββββββββββββββββββββββββ β TOKENS SAVED ββββββββ 75% β β TECHNICAL ACCURACY ββββββββ 100%β β SPEED INCREASE ββββββββ ~3x β β VIBES ββββββββ OOG β βββββββββββββββββββββββββββββββββββββββ ``` - **Faster response** β less token to generate = speed go brrr - **Easier to read** β no wall of text, just the answer - **Same accuracy** β all technical info kept, only fluff removed ([science say so](https://arxiv.org/abs/2604.00025)) - **Save money** β ~71% less output token = less cost - **Fun** β every code review become comedy ## Install Pick your agent. One command. Done. | Agent | Install | |-------|---------| | **Claude Code** | `claude plugin marketplace add JuliusBrussee/caveman && claude plugin install caveman@caveman` | | **Codex** | Clone repo β `/plugins` β Search "Caveman" β Install | | **Gemini CLI** | `gemini extensions install https://github.com/JuliusBrussee/caveman` | | **Cursor** | `npx skills add JuliusBrussee/caveman -a cursor` | | **Windsurf** | `npx skills add JuliusBrussee/caveman -a windsurf` | | **Copilot** | `npx skills add JuliusBrussee/caveman -a github-copilot` | | **Cline** | `npx skills add JuliusBrussee/caveman -a cline` | | **Any other** | `npx skills add JuliusBrussee/caveman` | Install once. Use in every session for that install target after that. One rock. That it. ### What You Get Auto-activation is built in for Claude Code, Gemini CLI, and the repo-local Codex setup below. `npx skills add` installs the skill for other agents, but does **not** install repo rule/instruction files, so Caveman does not auto-start there unless you add the always-on snippet below. | Feature | Claude Code | Codex | Gemini CLI | Cursor | Windsurf | Cline | Copilot | |---------|:-----------:|:-----:|:----------:|:------:|:--------:|:-----:|:-------:| | Caveman mode | Y | Y | Y | Y | Y | Y | Y | | Auto-activate every session | Y | YΒΉ | Y | βΒ² | βΒ² | βΒ² | βΒ² | | `/caveman` command | Y | YΒΉ | Y | β | β | β | β | | Mode switching (lite/full/ultra) | Y | YΒΉ | Y | YΒ³ | YΒ³ | β | β | | Statusline badge | Yβ΄ | β | β | β | β | β | β | | caveman-commit | Y | β | Y | Y | Y | Y | Y | | caveman-review | Y | β | Y | Y | Y | Y | Y | | caveman-compress | Y | Y | Y | Y | Y | Y | Y | | caveman-help | Y | β | Y | Y | Y | Y | Y | > [!NOTE] > Auto-activation works differently per agent: Claude Code uses SessionStart hooks, this repo's Codex dogfood setup uses `.codex/hooks.json`, Gemini uses context files. Cursor/Windsurf/Cline/Copilot can be made always-on, but `npx skills add` installs only the skill, not the repo rule/instruction files. > > ΒΉ Codex uses `$caveman` syntax, not `/caveman`. This repo ships `.codex/hooks.json`, so caveman auto-starts when you run Codex inside this repo. The installed plugin itself gives you `$caveman`; copy the same hook into another repo if you want always-on behavior there too. caveman-commit and caveman-review are not in the Codex plugin bundle β use the SKILL.md files directly. > Β² Add the "Want it always on?" snippet below to those agents' system prompt or rule file if you want session-start activation. > Β³ Cursor and Windsurf receive the full SKILL.md with all intensity levels. Mode switching works on-demand via the skill; no slash command. > β΄ Available in Claude Code, but plugin install only nudges setup. Standalone `install.sh` / `install.ps1` configures it automatically when no custom `statusLine` exists. <details> <summary><strong>Claude Code β full details</strong></summary> The plugin install gives you skills + auto-loading hooks. If no custom `statusLine` is configured, Caveman nudges Claude to offer badge setup on first session. ```bash claude plugin marketplace add JuliusBrussee/caveman claude plugin install caveman@caveman ``` **Standalone hooks (without plugin):** If you prefer not to use the plugin system: ```bash # macOS / Linux / WSL bash <(curl -s https://raw.githubusercontent.com/JuliusBrussee/caveman/main/hooks/install.sh) # Windows (PowerShell) irm https://raw.githubusercontent.com/JuliusBrussee/caveman/main/hooks/install.ps1 | iex ``` Or from a local clone: `bash hooks/install.sh` / `powershell -File hooks\install.ps1` Uninstall: `bash hooks/uninstall.sh` or `powershell -File hooks\uninstall.ps1` **Statusline badge:** Shows `[CAVEMAN]`, `[CAVEMAN:ULTRA]`, etc. in your Claude Code status bar. - **Plugin install:** If you do not already have a custom `statusLine`, Claude should offer to configure it on first session - **Standalone install:** Configured automatically by `install.sh` / `install.ps1` unless you already have a custom statusline - **Custom statusline:** Installer leaves your existing statusline alone. See [`hooks/README.md`](hooks/README.md) for the merge snippet </details> <details> <summary><strong>Codex β full details</strong></summary> **macOS / Linux:** 1. Clone repo β Open Codex in the repo directory β `/plugins` β Search "Caveman" β Install **Windows:** 1. Enable symlinks first: `git config --global core.symlinks true` (requires Developer Mode or admin) 2. Clone repo β Open VS Code β Codex Settings β Plugins β find "Caveman" under local marketplace β Install β Reload Window This repo also ships `.codex/hooks.json`, so caveman auto-activates while you run Codex inside this repo. The installed plugin gives you `$caveman`; if you want always-on behavior in other repos too, add the same SessionStart hook there. </details> <details> <summary><strong>Gemini CLI β full details</strong></summary> ```bash gemini extensions install https://github.com/JuliusBrussee/caveman ``` Update: `gemini extensions update caveman` Β· Uninstall: `gemini extensions uninstall caveman` Auto-activates via `GEMINI.md` context file. Also ships custom Gemini commands: - `/caveman` β switch intensity level (lite/full/ultra/wenyan) - `/caveman-commit` β generate terse commit message - `/caveman-review` β one-line code review </details> <details> <summary><strong>Cursor / Windsurf / Cline / Copilot β full details</strong></summary> `npx skills add` installs the skill file only β it does **not** install the agent's rule/instruction file, so caveman does not auto-start. For always-on, add the "Want it always on?" snippet below to your agent's rules or system prompt. | Agent | Command | Not installed | Mode switching | Always-on location | |-------|---------|--------------|:--------------:|--------------------| | Cursor | `npx skills add JuliusBrussee/caveman -a cursor` | `.cursor/rules/caveman.mdc` | Y | Cursor rules | | Windsurf | `npx skills add JuliusBrussee/caveman -a windsurf` | `.windsurf/rules/caveman.md` | Y | Windsurf rules | | Cline | `npx skills add JuliusBrussee/caveman -a cline` | `.clinerules/caveman.md` | β | Cline rules or system prompt | | Copilot | `npx skills add JuliusBrussee/caveman -a github
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