mashirops

自动增量提取对话中的结构化知识，智能过滤无用信息，动态聚类主题，支持状态追踪和长期价值沉淀。

Automatically converts raw long conversations into structured, themed Markdown knowledge cards with source traceability, running incrementally and silently i...

Manage complex tasks with 5+ steps or duration >20 min, tracking progress via task files and sending periodic status reports until completion or pause.