Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving agents, and automatic verification

WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.