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And, step by step, it worked. Using Gemini 3 Pro externally for consulting images helped, but was not enough.
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How Memento-Skills stores and updates skillsTo solve the limitations of current agentic systems, the researchers built Memento-Skills. The paper describes the system as “a generalist, continually-learnable LLM agent system that functions as an agent-designing agent.” Instead of keeping a passive log of past conversations, Memento-Skills creates a set of skills that act as a persistent, evolving external memory.