Omni-IO Skills Harnessing Your Agent Omni-Native paper:

Paper titles aside, teaching agents which tool not to reach for is still the whole game.

Native IO handling matters more than most builders realize. Most agentic systems still bolt on tool use as an afterthought instead of designing around it from the start.