dsh-cwl

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 hallucination, user messages never evicted.

AI 분석

核心用途是优化长对话中的上下文窗口占用。适合需要进行超长会话、频繁触发上下文超限，且不希望因传统的摘要压缩导致信息丢失或模型幻觉的用户。默认无需配置，自动触发。

memory에이전트

패키지: dsh-cwl
버전: 0.1.0
라이선스: MIT
최근 업데이트: 2026. 9. 1.

설치

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문서

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Usage

No configuration needed. It stays completely inert while context is under budget (default 80% of the model's context window), and starts evicting only when pressure exceeds budget.