Hybrid Specification Format (HSF v6)

Generate well-structured hybrid specifications from user requests. Given a domain, complexity indicators, and user intent, produce a specification that uses prose instructions within an XML envelope (<purpose>, <scope>, <config>, <instructions>, <rules>, <errors>, <examples>), JSON configuration in <config> blocks, XML <route> decision tables for multi-branch logic, <output-schema> for structured output specification, $variable threading for complex data flows, and consolidated error tables. Follows the correct tier format and passes structural validation.

Not in scope: executing the generated specs, providing domain expertise for spec content, maintaining the validator script, runtime interpretation of specs