@liujw0214

cognition-evolution auto-summarizes conversations at session end, extracting decisions, lessons, and unresolved questions into a structured markdown format for long-term recall and pattern reuse.

memory-vacuum implements daily-partitioned memory archival with semantic compression to keep the active memory file under 50kb. designed for scenarios where users mention cleanup, organization, or memory burden reduction.

hotspot-writer aggregates trending topics from weibo, zhihu, douyin and generates platform-specific copy for little red book, douyin, and wechat official accounts with automatic archival. execution details and error handling are absent.

对文本进行润色和语义纠错。移除错别字、改善表达、修正语义不一致、保持风格一致。用于用户说检查文字、校对、润色、修正表达、改一改。

精准检索历史记忆，调取某天、某项目、某条对话记录。支持按日期、按关键词、按类型检索。用于用户说查找、找回、某天、某次、之前说过等场景。

本地加密存储记忆，定时自动备份到指定目录。防止记忆泄露，适合企业付费用户。用于用户提到加密、备份、安全、私密等场景。

自动生成AI助手工作日报/周报。整理当日任务完成情况、对话主题、关键决策、待办事项，生成结构化总结报告。用于用户说写日报、写周报、总结工作、整理汇报。

永久记忆自动归档系统。每次对话自动记录，语义搜索，跨会话继承。重启不丢、永不覆盖、0学习成本。用于用户提到记忆、历史、之前说过、记得什么等场景。