query-understand

This skill parses a free-text buyer request into a precise, machine-readable request.json that downstream discovery components can consume. It converts natural-language requests into a structured brief, reducing manual translation and errors.

Provide a natural-language data request and the skill generates a ready-to-use request.json at a configured path. This structured brief drives downstream discovery, score, and deliver processes without manual translation.

No, this natural-language parsing approach does not access external wikis or perform API calls. It focuses entirely on deterministic parsing and explicit inference to surface gaps, outputting a complete request.json based solely on the provided text.

When gaps exist in a natural-language data request, the parsing process surfaces these inferences explicitly in the request.json. Downstream skills can then decide whether to ask for clarification or proceed with default values.

A structured request.json provides a precise, machine-readable brief that downstream query layers can consume directly, reducing manual translation errors. This standardizes the input for automated discovery, scoring, and delivery processes.