Preprint Open access
Beyond Instruction Following: Learning Grounded Skill-Following with Skill Contracts
Instruction following typically enforces discrete, response-level requirements, whereas an expert-authored skill prescribes procedural requirements spanning multiple phases and environment interactions. Given such a skill, we train the executor to execute all required phases instead of focusing solely on the final answ …