Graph of Skills

Overview

Graph of Skills retrieves bounded, dependency-aware bundles from large skill libraries instead of treating skill recall as flat semantic search. It assumes success creates a library problem as surely as failure creates a learning problem.

Why it matters

It matters because once a system has many learned skills, retrieval becomes structural. A giant undifferentiated skill heap is only a slower form of forgetting.

Distinctive trait

Its distinctive trait is dependency-aware structural retrieval: the retrieved bundle reflects how skills compose, not just which title looks semantically nearby.

Relationships

Read Graph of Skills with SkillX, Trace2Skill, and memory-persistence. It is also a central scaling component in self-evolving-workflows.