HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness

ArXi:2605.02396v1 Announce Type: new Recent advances in agentic harness with orchestration frameworks that coordinate multiple agents with memory, skills, and tool use have achieved remarkable success in complex reasoning tasks. However, the underlying mechanism that truly drives performance remains obscured behind intricate system designs.