dsh-force-compact: An Aggressive Local-First Context Compression Plugin

`dsh-force-compact` is a DSH Cordis plugin running on local llama.cpp, designed to address context window limits and API cost issues in long conversations. It provides a large-window experience by “shrinking history” and has thinking disabled by default to reduce resource consumption. The plugin offers dual-engine support and automatically compresses history when a threshold is reached, with triggers including a pre-request guard, turn end, manual command, or session refresh. It requires no API calls and is suitable for local, cost-sensitive use cases.