A free GitHub skill makes Claude talk like a caveman. Same answer, way fewer words, and fewer tokens spent saying them.
Long, polished, over-explained answers eat your limit fast. A developer named Julius Brussee built a free skill called caveman with the tagline “why many token when few do trick.” It started as a joke in April 2026 and now has over 100,000 stars on GitHub.
Before: "The reason your React component is re-rendering is likely because you’re creating a new object reference on each render cycle... I’d recommend using useMemo to memoize the object."
After: "New object ref each render, so React re-renders. Wrap the prop in useMemo."
That’s the repo’s own example. Same fix, 63 tokens down to 20.
I love that the creator publishes the cases where caveman loses. On ten developer questions with Claude Opus 5.5, here’s how many output tokens each setup used.
So the real lesson: most of the win comes from asking for short answers at all. Caveman makes it automatic and consistent, and ultracave squeezes harder. It only shrinks what Claude writes back, so long files and big chats still cost what they cost.
Don’t Caveman Your Prompts
Research the repo cites found that writing your prompts in caveman makes answers worse. Ask normally. Let Claude do the grunting.
01
/caveman
The everyday voice. Answer first, no filler, every fact kept. Code, commands and error messages stay exactly as written. It switches back to full sentences for warnings and anything you can’t undo.
02
/ultracave
Maximum squeeze. Short fragments and abbreviations. Great when you’re grinding through a lot of work and just need the answer.
03
Turn it off
Say stop caveman or normal mode. Type /caveman status to see which mode is on.
01
In the Claude app
JuliusBrussee/caveman.The repo says these app steps haven’t been tested end to end yet. If one looks different for you, the install page has the latest.
02
In Claude Code
Run: npx skills add JuliusBrussee/caveman -g
That installs just the skill for every project. Want the whole toolkit, which also shrinks logs and files before Claude reads them? Run npx @caveman-ai/cli@latest instead. It needs Node.js 22.13 or newer.
Run this on any skill from the internet, even popular ones. My Malware Finder guide goes deeper.
Since most of the savings come from just asking for short answers, you can get a lot of the benefit for free. Paste this into Settings, then Your Claude, then Instructions, and every chat starts lean.
Want more ways to stretch your limit? Here’s how I save Claude credits.