Context Assembler DSH — DeepSeek Harness Context Assembly Plugin

Context Assembler DSH is a compute plugin for DeepSeek Harness, designed to solve the problem of context dilution in long conversations. It leverages idle local compute cycles and employs techniques such as topic block orchestration, water-pressure segmentation, and tiered freezing to maximize information density and optimize caching. The plugin supports tool compression, reality recall injection, and OODA thinking compilation, and has zero host dependencies. It needs to be run with a local small model, effectively reducing cloud-side bandwidth pressure and improving the performance of long-dialogue agents.