domain-detection

Domain detection analyzes text to identify technical domains like frontend, backend, and database by scoring keyword occurrences. It flags domains with 3+ keywords as significant, helping you understand which specialties your task requires before delegating to agents.

Use domain detection when your spec or plan spans multiple technical domains. It evaluates keyword density across domains and recommends single-agent or multi-agent delegation strategies, routing each domain to appropriate specialists.

Yes, domain detection integrates with /specify, /plan, and /tasks commands to automatically analyze text and suggest agent delegation. It activates without manual invocation, streaming domain scores and recommended specialists.

Domain detection returns a JSON structure with detected_domains, domain_scores, significant_domains, delegation_strategy, suggested_agents, and confidence level. This gives you complete visibility into how work should be distributed across specialists.

Domain detection scores all detected domains and identifies which ones exceed the 3+ keyword threshold. For tasks spanning multiple high-confidence domains, it recommends multi-agent coordination; for single-domain tasks, it suggests focused delegation.