Trace2Skill

Overview

Trace2Skill distills trajectory-local lessons into unified transferable skills by aggregating broad execution experience before consolidation. It is explicitly about turning many narrow traces into fewer reusable procedures.

Why it matters

It matters because long-lived agents do not need infinitely many tiny lessons. They need a principled way to compress local experience into portable capability.

Distinctive trait

Its distinctive trait is skill distillation from distributed trace evidence, which tries to turn brittle local patches into general reusable artifacts.

Relationships

Read Trace2Skill with SkillX, Graph of Skills, and memory-persistence. It is also a natural successor to the lesson-extraction pattern in ExpeL.