MapReduce Skill Skill ID : mapreduce Purpose : Fan-out tasks to multiple providers/agents, then consolidate results Category : Orchestration Overview The MapReduce skill enables parallel task execution across multiple AI providers or agent instances, followed by intelligent consolidation of results. This produces higher-quality outputs by leveraging diverse model strengths and cross-validating findings. Architecture Key Constraint Subagents cannot spawn other subagents. All orchestration happens in the main thread. Workers and reducers are subagents that operate on files. Use Cases 1. Paralle…