Skill-Infinity Framework for Recursive Self-Improvement in Agents

Skill-Infinity enables agents to perform recursive self-improvement by treating the optimization procedure itself as a skilleable, improvable meta-skill. A meta-agent diagnoses execution traces and optimizes both task skills and the meta-skill used for that optimization.