About this skill

Problem

Conversations often contain tasks that never become actionable items. A plain chat may mention “submit the report tomorrow” or “reply by Friday,” but it does not keep those items queryable, trackable, or due-date-aware. A full project management system is often too heavy for this use case. This skill focuses on extracting lightweight todos from natural language and letting users list, complete, and receive reminders for them.

How It Works

Automatic capture: Supports bilingual triggers such as remember to..., don't forget..., remind me..., and parses task name, deadline, and priority from the message.
Status tracking: When the user says done, finished, or a Chinese completion phrase, it fuzzy-matches the task and updates the state to completed with completed_at.
Priority and dates: Maps signals like urgent and important to high, medium, or low; supports absolute dates, relative dates, weekdays, and times.
Storage and reminders: Persists data in memory/todos.json; a heartbeat check can surface tasks due within 24 hours.

Boundaries

It is best for lightweight personal task capture inside conversations, not full project management. Fuzzy matching may confuse similarly named tasks, so confirmation may be needed. Multi-user workflows, dependencies, permissions, and complex process control are out of scope.