MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
- Published
- Source
- arXiv
- Paper number
- 252
- Field
- AI / General
- arXiv ID
- 2605.27366
Key points
- Testing is the unit test used to verify that a skill works correctly before it is allowed into the Skill Bank.
- Memory is a dedicated file, .memory.md, that stores observations and lessons from previous runs.
- At Level 1, single-node compression, when a particular tool output is extremely large, for example a 20,000-token log file, the method replaces it with a concise summary while leaving the surrounding conversation intact.
Paper links
External research summaries. These are not HDATF publications or measured product results.