Caveman Plugin Meets Its Match: Why Simple Prompts Outperform Complex Compression

This benchmark reveals a surprising truth: a simple two-word instruction ('be brief') matched Claude Code's caveman compression plugin on both token reduction and response quality. For developers optimizing Claude's responses, the data demonstrates that simple, explicit instructions outperform sophisticated compression tools on both metrics and maintainability.