request-analyzer

What problem does it solve?

Analyze incoming user requests to detect intent, routing type, complexity, and identify vague requirements or buzzwords that need clarification for accurate routing to specialist agents.

Core Features & Use Cases

• Intent detection: determine whether a request is strategic, implementation, debugging, or documentation.
• Type classification: map requests to design, validate, debug, document, or review tasks for appropriate agents.
• Complexity assessment: gauge whether the request is single, sequential, or parallel in scope for routing decisions.
• Buzzword detection: flag vague terms using a centralized dictionary to surface needed clarifications.
• Context extraction: surface required details such as scale, constraints, and timelines to reduce back-and-forth.
• Use Case: when new requests arrive at the cto-orchestrator, route to the right specialist with clear objectives.

Quick Start

Submit a new request to the cto-orchestrator and let the Request Analyzer classify its intent, type, complexity, and required clarifications.