Caveman: Efficient Token Reduction for LLMs

Caveman is a plugin for Claude Code and Codex that enables language models to communicate in a simplified 'caveman' style, drastically reducing token usage while maintaining technical accuracy. By adopting a minimalist approach to language, Caveman cuts down on unnecessary words, achieving up to 87% token savings in some tasks. This not only speeds up response times but also reduces costs significantly. The plugin is easy to install and can be activated with simple commands like '/caveman' or 'caveman mode'. It focuses on eliminating filler words, keeping technical terms intact, and simplifying error messages, making it ideal for users who need concise, accurate information without the fluff. Scientific research supports this approach, showing that brevity can enhance model performance. Caveman is particularly beneficial for tasks like explaining technical issues, setting up connections, and reviewing code, where clarity and efficiency are paramount.