OMK introduces a structured, evidence-gated completion check for coding agents, directly addressing the problem of agents falsely reporting task success without verifiable proof.
The pattern directly addresses two concrete costs of long-running agent loops — context window exhaustion and API latency spikes — by combining caching, lazy schema loading, and model-role separation with an intermediate compaction step.