the_swarm

Fan-out parallel specialists for concurrent analysis. Dispatch read-only reviewers, researchers, and analyzers against a target.

Dispatch a swarm using any orchestration pattern. Routes to the appropriate pattern-specific skill based on the selected preset.

Map-reduce orchestration. Parallel mappers process input chunks independently, then a dedicated reducer merges all outputs.

Pipeline and task-graph orchestration. Sequential stages with dependency edges — linear chain or arbitrary DAG.

Speculative orchestration. Competing implementations in isolated worktrees, evaluated by a judge who selects the winner.

Self-claiming pool orchestration. Workers race to claim tasks from a shared pool, loop until the pool is empty.