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CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucina

DSH 插件：上下文压力到阈值、或本会话被压缩次数到上限时，自动把工作交接给一个新会话——交接包从会话机械提取（改动过的文件 / 用过的工具 / 最近几轮消息 / 停在哪儿），不过模型，落盘可审阅。

Put DSH's automatic context compaction trigger where you want it, per provider/model. Stops DeepSeek Harness from condensing a conversation far earlier than the configured threshold on models with smaller context windows.

Adaptive task and risk routing, loop budgets, and progressive tool-result pruning for DeepSeek Harness

Context-window compaction reminder: a compact button appears in the composer once context occupancy (the same number the context ring shows) crosses a configurable fraction of the model's context window, so you can compact before requests hit the provider