spawn-agent

To spawn AI agents with injected context, you use an MCP factory tool to load identity, inject RAG context, validate the spawn chain, and execute via Task(). This process automates hierarchical agent creation and context management for specialized missions.

Agent orchestration spawns new PAI agents with defined missions, while spawn chain validation enforces governance by verifying the spawning agent has the authority to create the child agent before executing the Task() mechanism.

You delegate a complex scheduling task by spawning a dedicated SCHEDULER agent through an MCP factory tool, injecting relevant RAG context and scheduling data into its environment to ensure it has access to necessary information for execution.

Yes, this agent spawning approach works with MCP tools and Claude Code by acting as a bridge between MCP factory tools and Claude Code's agent spawning mechanisms, loading identity and injecting RAG context for hierarchical agent creation.

A key limitation of using MCP factory tools for hierarchical agent creation is the strict spawn chain validation requirement, which enforces governance by restricting spawning authority and preventing unauthorized child agent creation.

Yes, you need RAG context to automate specialized AI agent creation because it is automatically loaded and injected into the spawned agent's environment to ensure the agent is properly configured with relevant data for its specific mission.