{"skill":{"slug":"auto-summarization-loop","displayName":"Auto Summarization Loop","summary":"自动摘要循环：为长对话 AI 角色实现自动上下文管理。用于： (1) 建立多级记忆架构（核心记忆/工作记忆/长期记忆） (2) 实现滑动窗口与双水位线触发策略 (3) 异步后台压缩流程设计 (4) Persona 机器人的结构化摘要输出 适用场景：需要处理长对话、降低 API 成本、避免上下文溢出的 AI 应用","tags":{"ai":"1.0.0","context":"1.0.0","latest":"1.0.0","memory":"1.0.0","summarization":"1.0.0"},"stats":{"comments":0,"downloads":234,"installsAllTime":0,"installsCurrent":0,"stars":1,"versions":1},"createdAt":1773764313425,"updatedAt":1773764815081},"latestVersion":{"version":"1.0.0","createdAt":1773764313425,"changelog":"Auto-Summarization Loop v1.0.0\n\n- Implements automatic context management for long AI conversations with a multi-level memory structure (core, working, long-term).\n- Supports sliding window and dual watermark strategies for triggering asynchronous or synchronous compression.\n- Provides structured persona summary output including user facts and key events.\n- Designed for AI apps to reduce API costs and avoid context overflow.\n- Includes example code for integration and summary generation.","license":"MIT-0"},"metadata":null,"owner":{"handle":"zhoujj8009","userId":"publishers:zhoujj8009","displayName":"zhoujj8009","image":"https://avatars.githubusercontent.com/u/226345516?v=4"},"moderation":null}