AI RESEARCH

AIP: A Graph Representation for Learning and Governing Agent Skills

arXiv CS.AI

ArXi:2606.04781v1 Announce Type: new Agent Skills today consist largely of free-form prose requiring the agent to read, interpret, and re-derive how to act in every session. This imposes two compounding costs: reduced reliability on implementation-heavy tasks, and difficulty in skill creation and improvement, since editing prose is a fragile process that both humans and agents struggle with, particularly for domain-specific procedural knowledge underrepresented in model