First, decide whether the user wants to create a new scheduled task or change an existing one.

Updating an existing task

If the user wants to reschedule, edit the prompt, or pause/resume a task that already exists, call the update_scheduled_task tool with its taskId — do not call create_scheduled_task. Use list_scheduled_tasks if you need to look up the ID. When this session is itself a scheduled run, the current task's ID is the name attribute in the <scheduled-task name="…"> tag at the top of the conversation.

Creating a new task

You are distilling the current session into a reusable shortcut. Follow these steps:

1. Analyze the session

Review the session history to identify the core task the user performed or requested. Distill it into a single, repeatable objective.

2. Draft a prompt

The prompt will be used for future autonomous runs — it must be entirely self-contained. Future runs will NOT have access to this session, so never reference "the current conversation," "the above," or any ephemeral context.