skeleton-of-thought

Skeleton-first parallel generation is a workflow that accelerates content creation by generating a concise outline and then expanding its points concurrently. This approach reduces turnaround times for long-form outputs like tutorials and multi-step reasoning tasks.

You can speed up long-form explanations by using a skeleton-first workflow that creates an outline, expands outline items concurrently in parallel, and assembles the expanded points into a coherent final response.

Yes, skeleton-first parallelism suits multi-step reasoning tasks by first generating a planning skeleton and then concurrently expanding the reasoning steps. It is designed to speed up complex outputs requiring fast turnaround.

The best way to configure prompts for parallel content expansion is to use the workflow's configurable prompts to define the skeleton creation and concurrent expansion phases. This automates the assembly of expanded points into a final response.

No, this parallel generation workflow does not require any external dependencies to operate. You can initiate the skeleton-first generation workflow simply by providing a topic or question.