Mosaic Memory Compress

Key features

• Stateless & repeatable — no session state
• A generic, pluggable stateless dialogue compression algorithm — works with any LLM agent framework, and ships a ready-to-use adapter module for DeepSeek Harness (DSH).
• Steady stateconstant message count — 2 + heavyStart × (messages per round), e.g.
• Memory breaks, then is rebuilt from a single summary call.
• call it every turn, and the output can be fed back in as input