Caveman prompt cuts agent output tokens 44% and call cost 33% in one test

gethackteam · x · 2026-10-24

The viral caveman project (115K stars on GitHub) makes coding agents talk in minimal "caveman" style, with a proxy that cuts token usage up to 65%. In a same-model, same-task test, adding one instruction — "Minimum words. Strip filler." — dropped output tokens from 1,174 to 516, cutting estimated whole-call cost by 33%. Available as a skill or proxy for agents like Claude Code.

Related event: 'Caveman' Prompt Trick Cuts AI Token Costs by Up to 65%(2 posts)→

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