Mosaic Memory Compression

Mosaic Memory Compress is a general-purpose, stateless conversation compression algorithm designed to address context overflow in long conversations. It keeps the number of messages within a fixed range through threshold control, mimics the human forgetting curve, and avoids “memory interruptions” caused by traditional summarization. The plugin supports any LLM and features jitter resistance, tool-call safety, and graceful degradation, while providing a DeepSeek Harness (DSH) adapter. After installation, developers only need to configure the compression parameters and invoke the function in each conversation turn, without maintaining session state, thereby fully solving the context management challenge in infinitely long conversations.