3 sources filed · RU 2 · ZH 1
Motivation: per DeepSeek, one person can follow only 3 to 5 active sessions, so human attention limits multi-task agent work as single-task ability improves.
12.4 / 15.7 minmedian and 95th-percentile task completion time for Super-agent in DeepSeek's simulated multi-task test
Benchmark: 8 typical tasks per role, judge scores 1 to 5; the agent beat the old parser in 7 of 9 roles; the marketplace manager scored 4.28.
4.28judge score (1 to 5) for the marketplace manager agent on 8 typical tasks
Day-one scope: orders and sales by period, warehouse stock and resupply timing, prices and promotions, product cards, advertising (read only), the sales funnel, buyer questions and reviews, an Excel report on one command, and a morning check that messages the owner if something is urgent.