JuliusBrussee/caveman — 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking…

Description and use

JuliusBrussee/caveman is an open‑source Claude Code plugin that compresses prompts by rewriting them in a minimalist “caveman” style, reducing token usage by roughly 65 % without sacrificing functionality. By translating natural‑language instructions into terse, low‑token equivalents, it helps developers cut costs and improve performance when interacting with Claude‑based AI models. The project is geared toward AI/ML practitioners looking to optimize token efficiency in their code‑generation workflows.

Problem

JuliusBrussee/caveman helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Source