dsh-self-improvement

The DeepSeek Harness Agent plugin provides agents with a maintainable long-term memory pathway through tiered and weighted mechanisms. It categorizes memory into five types, supports retrieval based on importance and recency, and offers governance features such as deduplication, poisoning protection, and score-based eviction to manage capacity constraints. The plugin also supports automatic retrospection, skill accumulation, and cross-session experience reuse, ensuring that agents retain context after restarts or session switches. Users can manage memory using commands such as `/memory` and `/retro`, and can configure memory scope at either the workspace or global level. It is suitable for complex application scenarios that require long-running operation, automatic experience accumulation, and secure governance capabilities.