This skill teaches the agent to accept delegation-style requests and manage them end-to-end: clarify requirements, decompose tasks into actionable steps, persist plans to memory, create routines or reminders for follow-ups, and report progress concisely. It defines a lightweight process for default proactivity, tracking status, and using profile context to tailor communication.
Use when a user asks the agent to take ownership of a task, set reminders, schedule recurring checks, or build a tracked plan. Also useful for onboarding handoffs, running recurring routines, or creating heartbeat/monitoring items tied to tasks. Not needed for one-off informational queries with no follow-up.
Designed for general assistant agents with memory and scheduling capabilities (OpenClaw/IronClaw-style agents). Works best where agent can perform memory_write and routine_create operations and integrate with user preferences.
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