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Caveman Claude: 75% Token Reduction Using Minimal Language

I taught Claude to talk like a caveman to use 75% less tokens. normal claude: ~180 tokens for a web search task caveman claude: ~45 tokens for the same task "I executed the web search tool" = 8 tokens caveman version: "Tool work" = 2 tokens every single grunt swap saves 6-10 tokens. across a FULL task that's 50-100 tokens saved why does it work? caveman claude doesn't explain itself. it does its task first. gives the result. then stops. no "I'd be happy to help you with that." no "Let me search the web for you" no more unnecessary filler words "result. done. me stop." 50-75% burn reduction with usage limits getting tighter every week this might be the most practical hack out there right now Community note: Stolen content from reddit. Actual user who did this (and OP stole image from) has been on Reddit posting drugs content since OP was < 9 years old. OP is a liar, and claiming stolen content as your own is against ToS. teddit.net/r/ClaudeAI/s/5…

→ View original post on X — @plinz, 2026-04-04 04:03 UTC