[ICML 2026] Meta Context Engineering via Agentic Skill Evolution

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)