If you're wiring up multi-agent workflows and tired of agents skipping steps because a prompt wasn't emphatic enough, this enforces work discipline at the server layer. It gives agents 14 MCP tools to create dependency graphs, advance work items through quality gates, and attach structured notes. The key move is that advance_item actually blocks the call if required documentation is missing or dependencies aren't satisfied, so you're not relying on the LLM to be diligent. Actor attribution tracks which agent made which change across sessions, auditing mode requires identity claims on every write, and get_context returns full state without replaying conversation history. Schemas live in YAML config, notes can reference evaluation skills, and traits let you compose cross-cutting requirements like security reviews without duplicating definitions.
claude mcp add --transport stdio jpicklyk-task-orchestrator uvx task-orchestrator