14 Skills over Lie Algebroids

LASKO

Agentic skills do more than move a model through one state space. A skill may edit a prompt, change a schema, invoke a tool, update a validator, or alter a workflow artifact. LASKO models these controlled directions as sections of a Lie algebroid. The anchor records the visible change that a skill can execute; the bracket records order-sensitive interaction; the anchor kernel records procedural variation invisible to the final artifact.

¹1. LASKO abbreviates Lie Algebroid Skill Optimization. It extends the tangent-bundle interaction language of IC and ALLORA to typed, state-dependent control directions. ↩