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Caveman: The Skill That Cuts Claude's Tokens by 75%

··254 words·2 mins·

🪨 Why use many token when few token do trick?

“Caveman” is a skill for Claude Code that makes the model respond like a caveman, cutting ~75% of tokens while maintaining 100% technical accuracy.

📊 Before vs. After:

Normal Claude (69 tokens)Caveman Claude (19 tokens)
“The reason your React component is re-rendering is likely because you’re creating a new object reference…”“New object ref each render. Inline object prop = new ref = re-render. Wrap in useMemo.”

Same fix. 75% less word. Brain still big.

🔧 Install:

npx skills add JuliusBrussee/caveman

Activate with: /caveman, “talk like caveman”, “less tokens please”

🧠 Caveman not dumb. Caveman efficient:

  • ✅ Code blocks: normal (caveman not stupid)
  • ✅ Technical terms: exact (polymorphism stays polymorphism)
  • 💀 Eliminated: “Sure, I’d be happy to help”, hedging, unnecessary filler

💰 Result: 75% less tokens = 75% less cost + responses ~3x faster

💡 Explanation in a nutshell
#

AI models like Claude tend to use lots of polite filler words before giving you the actual answer. This skill teaches them to get straight to the point, like a caveman. The result: same technical information, much cheaper and faster.

More information at the link 👇

Also published on LinkedIn.
Juan Pedro Bretti Mandarano
Author
Juan Pedro Bretti Mandarano