orchestrate

Reusable orchestration primitives handle state management and agent dispatch, eliminating duplicated logic across OMCR research engines. This enforces consistent serial execution, iteration caps, and budget limits.

Using orchestration primitives that execute iterative loops with built-in budget and iteration safeguards is the best way. This protects atomic state writes and standardizes loop behavior across all research engines.

Compose literature sweep workflows by importing phase files from the orchestrate skill. This provides standard state-read, dispatch, evaluate, and loop primitives instead of writing custom orchestration code from scratch.

Yes, the orchestration primitives support all OMCR engine development scenarios including revision, reviewer response, figure generation, outline expansion, and supervisor drive workflows. They ensure consistent state handling across these varied academic tasks.

No, you do not need custom evaluation logic. The orchestrate skill provides a reusable evaluate primitive that handles verdict rule application and consistent evaluation behavior across all OMCR research engines.