Why Use Many Token When Few Token Do Trick: The Caveman Skill
TalkRead the abstract
Every conversation you have with an LLM quietly becomes more expensive, and not in the way most people think. It is not just that you are sending more messages. Each new message replays the entire chat so far. Output tokens cost several times more than input tokens. They compound on every round. By turn ten, you are paying for the same fluff dozens of times over. Enter Caveman: a 70-line Claude Code skill from Julius Brussee that makes Claude talk like a smart caveman. Articles, hedging and pleasantries gone, technical accuracy fully intact. Real-world result: roughly 75% fewer output tokens for the same answer. In 15 minutes I will show how token growth actually works (worse than linear), demo the skill live and unpack why a joke prompt is one of the most effective cost levers I have found this year. Bring your wallet. Leave your articles, adverbs and "I'd be happy to help" at the door.
