msw

MSW is a lightweight instruction kernel that applies the Minimum Sufficient Work principle to AI agent tasks, requiring agents to define a contract of the requested outcome and only perform work that is necessary to meet and prove that contract. The kernel uses a deletion test to reject unnecessary claims and a proof obligation to ensure work is completed, providing a concrete stopping condition without imposing broader workflow constraints.