What problem does it solve?
This Skill automates the initial analysis of incoming user requests, ensuring they are correctly classified, routed to the appropriate specialist agent, and that any ambiguities or missing information are identified upfront.
Core Features & Use Cases
- Intent Detection: Identifies the user's primary goal (e.g., strategic planning, implementation, debugging).
- Request Type Classification: Categorizes requests into specific types like Design, Validate, Debug, or Document.
- Complexity Assessment: Determines if a request is simple, sequential, or requires parallel processing.
- Vague Term & Missing Context Identification: Flags buzzwords and missing information that need clarification.
- Use Case: When a new request like "Build a scalable AI platform" comes in, this Skill will identify it as an 'Implementation' type, 'Design' complexity, flag "scalable" and "AI platform" as vague, and note missing context like scale and specific AI capabilities, before routing to the
cto-architect.
Quick Start
Analyze the user request "Design a system to handle 1 million concurrent users" to determine its intent, type, complexity, and identify any vague terms or missing context.
