What problem does it solve?
When orchestrating a team of AI agents to run business operations, it is difficult to consistently assign the right tasks to the right specialist agents, avoid overloading individual agents with excessive work, and handle scenarios where no existing agent has the required skills for a new task.
Core Features & Use Cases
- Intelligent Task Routing: Automatically triage incoming issues and assign them to the best-fit specialist agent based on task type and agent skill set, with designated backup agents for each task category.
- Capacity Management: Monitor active issue counts for each agent to prevent overload, using defined load thresholds to block assignments to agents that are at or near capacity.
- Automated Escalation: Trigger formal requests to create new specialist agents automatically when no suitable existing agent is available for a given task.
- Use Case: For a team handling mixed backend development, frontend changes, and customer support requests, this skill routes a new bug fix to the Full Stack Engineer, a UI update to the Frontend Engineer, and a customer complaint to the Customer Support Agent, while checking each agent's current workload to avoid overassignment, and automatically requests a new Data Engineer if a data pipeline task arrives with no available data specialist.
Quick Start
Use the agent-resource-manager skill to assign the new security audit task to the appropriate available security specialist.
