The hermes-agent repository provides a framework for building evolving AI agents. It focuses on long-term memory and iterative growth to improve task performance over time. This tool allows developers to move beyond static prompts. Practitioners can now implement agents that refine their own operational logic through continuous interaction and feedback loops.