reduce-context-switch-for-human

What problem does it solve? In multi-agent delegation trees, every progress update pushed to the human costs a context switch. This Skill defines an interrupt discipline so agents default to queueing updates via ava.ui.notify, roll progress up through managers, and reserve out-of-band pushes for true emergencies. ## Core Features & Use Cases - Queue-first notification discipline: Deliveries go to the ava.ui.notify queue, which the user drains on their own schedule; delivering to the queue counts as completion with no escalation for missing acknowledgments. - Milestone-based roll-up: Each manager maintains one rolling notice that supersedes its predecessor, updated only on real milestones, blockers, completion, or genuine need. - Roll-up bisection: Authorization and decision requests go directly to the user from any depth, while progress and conclusions flow to the parent task's manager for aggregation. - Use Case: A fleet of delegated agents completes subtasks overnight; instead of dozens of pings, the user finds one aggregated notice per manager in the queue, with a push only if an irreversible risk emerges. ## Quick Start Apply this interrupt discipline so delegated agents queue milestone updates through their managers and only push me for genuine emergencies.