I benchmarked caveman against two words
Summary
The article benchmarks Claude Code's Caveman compression plugin against a two-word prompt, 'Be brief.' across multiple arms and categories, finding similar quality and meaningful token reductions in several configurations. It notes that Ultra mode can increase length due to Auto-Clarity safety behavior, and argues that Caveman’s primary value is consistent output structure across sessions rather than just raw compression.