@liujw0214

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.

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-recall retrieves historical conversations and decisions by date, keyword, or type. it searches across memory files and daily logs, returning results ranked by recency and relevance without specifying actual implementation details.

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。

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。