Preprint
Nov 2026
Learning by Doing: Autonomously Compiling and Curating Agent Skills from Verified Traces
Memory systems for production LLM agents mostly store semantic memory (facts about users and domains) or episodic memory (earlier interactions). Research systems such as Trace2Skill, WikiSkill, and SkillRevise learn procedures from agent runs, package them as Skills, and evaluate them on benchmarks. We describe Zep Age...
Daniel Chalef, Peter Evans, Pavlo Paliychuk et al.
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