πͺ¨ why use many token when few token do trick β Claude Code skill that cuts 65% of tokens by talking like caveman
# Add to your Claude Code skills
git clone https://github.com/JuliusBrussee/cavemanLast scanned: 4/15/2026
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}A 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, terse commits, one-line code reviews, and a compression tool 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.
"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
<not<=. Fix:"
Same fix. 75% less word. Brain still big.
Pick your level of grunt:
"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."
"New object ref each render. Inline object prop = new ref = re-render. Wrap in
useMemo."
"Inline obj prop β new ref β re-render.
useMemo."
"η©εΊζ°εη §οΌθ΄ιηΉͺγuseMemo WrapδΉγ"
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
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.
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, butnpx skills addinstalls only the skill, not the repo rule/instruction files.ΒΉ Codex uses
$cavemansyntax, not/caveman. This repo ships.codex/hooks.json, so caveman auto-starts when you run Codex inside this repo. The installed plugin itself gives you$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. Standaloneinstall.sh/install.ps1configures it automatically when no customstatusLineexists.
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.
claude plugin marketplace add JuliusBrussee/caveman
claude plugin install caveman@caveman
Standalone hooks (without plugin): If you prefer not to use the plugin system:
# 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.
statusLine, Claude should offer to configure it on first sessioninstall.sh / install.ps1 unless you already have a custom statuslinehooks/README.md for the merge snippetmacOS / Linux:
/plugins β Search "Caveman" β Install.codex/hooks.json + .codex/config.tomlWindows:
git config --global core.symlinks true (requires Developer Mode or admin)$caveman to start manuallyThis repo also ships .codex/hooks.json and enables hooks in .codex/config.toml, so caveman auto-activates while you run Codex inside this repo on macOS/Linux. The installed plugin gives you $caveman; if you want always-on behavior in other repos too, copy the same SessionStart hook there and enable:
[features]
codex_hooks = true
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 reviewnpx 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,
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