Beyond Instruction Following: Learning Grounded Skill-Following with Skill Contracts.

arXiv:2610.05161v1 Announce Type: new Abstract: Instruction following typically enforces discrete, response-level requirements, whereas an expert-authored skill prescribes procedural requirements spanning multiple phases and environment interactions. Given suc