prompt compression

Tier-dependent compression with bounded distortion is a specific instantiation of context compression strategy

The 'Compress' strategy directly addresses prompt/context compression through summarization.

The emphasis on tool descriptions being 'short and sweet' is a form of prompt compression—reducing context window footprint while preserving information density for LLM understanding.

Caveman-speak is a compression technique, but inverted: instead of compressing input context, it compresses output to reduce downstream token consumption. Demonstrates compression is bidirectional.