agent-orchestrator

Task decomposition breaks macro tasks into independent parallel subtasks and coordinates autonomous sub-agents to execute them. It automates subtask generation, dispatches work to dynamic agents, and consolidates results via a file-based protocol.

File-based communication coordinates autonomous sub-agents using inbox, outbox, and workspace directories. It tracks agent status and routes task data through files, ensuring reliable message passing and result consolidation without external messaging services.

You can dynamically generate sub-agent workspaces and SKILL.md files for multi-step workflow management. The orchestration creates isolated environments for each subtask, coordinates execution, and dissolves agents upon completion to provide a final summary.

The best way to orchestrate task breakdown and result consolidation is decomposing macro tasks into parallel subtasks, dispatching them to autonomous sub-agents, and consolidating outputs via a file-based protocol using inbox and outbox directories.

No external dependencies are required to run the autonomous agent orchestrator for task dispatch. It relies on a robust file-based communication protocol with scripts and references to manage task decomposition, agent generation, and result consolidation.

A file-based protocol provides robust autonomous agent coordination by tracking status via inbox, outbox, and workspace directories. It ensures reliable asynchronous task dispatch and result consolidation without complex direct messaging integrations.