domain-detection

What problem does it solve?

This Skill automatically analyzes technical text (specifications, plans, tasks) to identify relevant technical domains and suggest the most appropriate specialized agents for delegation. It eliminates guesswork in task assignment, ensuring specialized work is handled by experts, improving efficiency, quality, and reducing the need for manual task routing.

Core Features & Use Cases

• Automated Domain Identification: Detects technical domains (e.g., frontend, backend, database, security) from any input text, providing a clear understanding of the work's scope.
• Intelligent Agent Suggestion: Recommends specific specialist agents (e.g., frontend-specialist, backend-architect) based on detected domains, ensuring optimal expertise is applied.
• Delegation Strategy Guidance: Determines whether single-agent or multi-agent (orchestrated) delegation is needed, streamlining complex workflows.
• Use Case: When presented with a task like "Implement user authentication with email, password, JWT tokens, and PostgreSQL storage," this Skill will identify backend, database, and security domains. It will then suggest backend-architect, database-specialist, security-specialist, and task-orchestrator for efficient multi-agent collaboration, ensuring the right experts are engaged.

Quick Start

Use the domain-detection skill to analyze "Implement a loading spinner component for React" and suggest the best agent.